best3planes.fodt

<?xml version="1.0" encoding="UTF-8"?>

<office:document xmlns:office="urn:oasis:names:tc:opendocument:xmlns:office:1.0" xmlns:ooo="http://openoffice.org/2004/office" xmlns:fo="urn:oasis:names:tc:opendocument:xmlns:xsl-fo-compatible:1.0" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:config="urn:oasis:names:tc:opendocument:xmlns:config:1.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:meta="urn:oasis:names:tc:opendocument:xmlns:meta:1.0" xmlns:style="urn:oasis:names:tc:opendocument:xmlns:style:1.0" xmlns:text="urn:oasis:names:tc:opendocument:xmlns:text:1.0" xmlns:rpt="http://openoffice.org/2005/report" xmlns:draw="urn:oasis:names:tc:opendocument:xmlns:drawing:1.0" xmlns:dr3d="urn:oasis:names:tc:opendocument:xmlns:dr3d:1.0" xmlns:svg="urn:oasis:names:tc:opendocument:xmlns:svg-compatible:1.0" xmlns:chart="urn:oasis:names:tc:opendocument:xmlns:chart:1.0" xmlns:table="urn:oasis:names:tc:opendocument:xmlns:table:1.0" xmlns:number="urn:oasis:names:tc:opendocument:xmlns:datastyle:1.0" xmlns:ooow="http://openoffice.org/2004/writer" xmlns:oooc="http://openoffice.org/2004/calc" xmlns:of="urn:oasis:names:tc:opendocument:xmlns:of:1.2" xmlns:xforms="http://www.w3.org/2002/xforms" xmlns:tableooo="http://openoffice.org/2009/table" xmlns:calcext="urn:org:documentfoundation:names:experimental:calc:xmlns:calcext:1.0" xmlns:drawooo="http://openoffice.org/2010/draw" xmlns:loext="urn:org:documentfoundation:names:experimental:office:xmlns:loext:1.0" xmlns:field="urn:openoffice:names:experimental:ooo-ms-interop:xmlns:field:1.0" xmlns:math="http://www.w3.org/1998/Math/MathML" xmlns:form="urn:oasis:names:tc:opendocument:xmlns:form:1.0" xmlns:script="urn:oasis:names:tc:opendocument:xmlns:script:1.0" xmlns:formx="urn:openoffice:names:experimental:ooxml-odf-interop:xmlns:form:1.0" xmlns:dom="http://www.w3.org/2001/xml-events" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:grddl="http://www.w3.org/2003/g/data-view#" xmlns:css3t="http://www.w3.org/TR/css3-text/" xmlns:officeooo="http://openoffice.org/2009/office" office:version="1.3" office:mimetype="application/vnd.oasis.opendocument.text">
 <office:meta><meta:creation-date>2009-04-16T11:32:02.64</meta:creation-date><meta:editing-duration>P1DT13H56M13S</meta:editing-duration><meta:editing-cycles>27</meta:editing-cycles><meta:generator>LibreOffice/7.4.6.2$Windows_X86_64 LibreOffice_project/5b1f5509c2decdade7fda905e3e1429a67acd63d</meta:generator><dc:date>2013-04-03T23:59:17.84</dc:date><dc:creator>Aik-Siong Koh</dc:creator><meta:document-statistic meta:table-count="0" meta:image-count="0" meta:object-count="36" meta:page-count="4" meta:paragraph-count="48" meta:word-count="71" meta:character-count="537"/><meta:user-defined meta:name="Info 1"/><meta:user-defined meta:name="Info 2"/><meta:user-defined meta:name="Info 3"/><meta:user-defined meta:name="Info 4"/></office:meta>
 <office:settings>
  <config:config-item-set config:name="ooo:view-settings">
   <config:config-item config:name="ViewAreaTop" config:type="long">0</config:config-item>
   <config:config-item config:name="ViewAreaLeft" config:type="long">0</config:config-item>
   <config:config-item config:name="ViewAreaWidth" config:type="long">33403</config:config-item>
   <config:config-item config:name="ViewAreaHeight" config:type="long">18205</config:config-item>
   <config:config-item config:name="ShowRedlineChanges" config:type="boolean">true</config:config-item>
   <config:config-item config:name="InBrowseMode" config:type="boolean">false</config:config-item>
   <config:config-item-map-indexed config:name="Views">
    <config:config-item-map-entry>
     <config:config-item config:name="ViewId" config:type="string">view2</config:config-item>
     <config:config-item config:name="ViewLeft" config:type="long">8202</config:config-item>
     <config:config-item config:name="ViewTop" config:type="long">2501</config:config-item>
     <config:config-item config:name="VisibleLeft" config:type="long">0</config:config-item>
     <config:config-item config:name="VisibleTop" config:type="long">0</config:config-item>
     <config:config-item config:name="VisibleRight" config:type="long">33401</config:config-item>
     <config:config-item config:name="VisibleBottom" config:type="long">18203</config:config-item>
     <config:config-item config:name="ZoomType" config:type="short">0</config:config-item>
     <config:config-item config:name="ViewLayoutColumns" config:type="short">0</config:config-item>
     <config:config-item config:name="ViewLayoutBookMode" config:type="boolean">false</config:config-item>
     <config:config-item config:name="ZoomFactor" config:type="short">125</config:config-item>
     <config:config-item config:name="IsSelectedFrame" config:type="boolean">false</config:config-item>
     <config:config-item config:name="KeepRatio" config:type="boolean">false</config:config-item>
     <config:config-item config:name="HideWhitespace" config:type="boolean">false</config:config-item>
     <config:config-item config:name="AnchoredTextOverflowLegacy" config:type="boolean">true</config:config-item>
    </config:config-item-map-entry>
   </config:config-item-map-indexed>
  </config:config-item-set>
  <config:config-item-set config:name="ooo:configuration-settings">
   <config:config-item config:name="ProtectForm" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrinterName" config:type="string"/>
   <config:config-item config:name="EmbeddedDatabaseName" config:type="string"/>
   <config:config-item config:name="CurrentDatabaseDataSource" config:type="string"/>
   <config:config-item config:name="LinkUpdateMode" config:type="short">1</config:config-item>
   <config:config-item config:name="AddParaTableSpacingAtStart" config:type="boolean">true</config:config-item>
   <config:config-item config:name="FloattableNomargins" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UnbreakableNumberings" config:type="boolean">false</config:config-item>
   <config:config-item config:name="FieldAutoUpdate" config:type="boolean">true</config:config-item>
   <config:config-item config:name="AddVerticalFrameOffsets" config:type="boolean">false</config:config-item>
   <config:config-item config:name="BackgroundParaOverDrawings" config:type="boolean">false</config:config-item>
   <config:config-item config:name="AddParaTableSpacing" config:type="boolean">true</config:config-item>
   <config:config-item config:name="ChartAutoUpdate" config:type="boolean">true</config:config-item>
   <config:config-item config:name="CurrentDatabaseCommand" config:type="string"/>
   <config:config-item config:name="PrinterSetup" config:type="base64Binary"/>
   <config:config-item config:name="AlignTabStopPosition" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrinterPaperFromSetup" config:type="boolean">false</config:config-item>
   <config:config-item config:name="IsKernAsianPunctuation" config:type="boolean">false</config:config-item>
   <config:config-item config:name="CharacterCompressionType" config:type="short">0</config:config-item>
   <config:config-item config:name="ApplyUserData" config:type="boolean">true</config:config-item>
   <config:config-item config:name="DoNotJustifyLinesWithManualBreak" config:type="boolean">false</config:config-item>
   <config:config-item config:name="SaveThumbnail" config:type="boolean">true</config:config-item>
   <config:config-item config:name="SaveGlobalDocumentLinks" config:type="boolean">false</config:config-item>
   <config:config-item config:name="SmallCapsPercentage66" config:type="boolean">true</config:config-item>
   <config:config-item config:name="CurrentDatabaseCommandType" config:type="int">0</config:config-item>
   <config:config-item config:name="SaveVersionOnClose" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UpdateFromTemplate" config:type="boolean">true</config:config-item>
   <config:config-item config:name="DoNotCaptureDrawObjsOnPage" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UseFormerObjectPositioning" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintSingleJobs" config:type="boolean">false</config:config-item>
   <config:config-item config:name="EmbedSystemFonts" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrinterIndependentLayout" config:type="string">high-resolution</config:config-item>
   <config:config-item config:name="IsLabelDocument" config:type="boolean">false</config:config-item>
   <config:config-item config:name="AddFrameOffsets" config:type="boolean">false</config:config-item>
   <config:config-item config:name="AddExternalLeading" config:type="boolean">true</config:config-item>
   <config:config-item config:name="MsWordCompMinLineHeightByFly" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UseOldNumbering" config:type="boolean">false</config:config-item>
   <config:config-item config:name="OutlineLevelYieldsNumbering" config:type="boolean">false</config:config-item>
   <config:config-item config:name="DoNotResetParaAttrsForNumFont" config:type="boolean">false</config:config-item>
   <config:config-item config:name="IgnoreFirstLineIndentInNumbering" config:type="boolean">false</config:config-item>
   <config:config-item config:name="AllowPrintJobCancel" config:type="boolean">true</config:config-item>
   <config:config-item config:name="UseFormerLineSpacing" config:type="boolean">false</config:config-item>
   <config:config-item config:name="AddParaSpacingToTableCells" config:type="boolean">true</config:config-item>
   <config:config-item config:name="AddParaLineSpacingToTableCells" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UseFormerTextWrapping" config:type="boolean">false</config:config-item>
   <config:config-item config:name="RedlineProtectionKey" config:type="base64Binary"/>
   <config:config-item config:name="ConsiderTextWrapOnObjPos" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TableRowKeep" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TabsRelativeToIndent" config:type="boolean">true</config:config-item>
   <config:config-item config:name="IgnoreTabsAndBlanksForLineCalculation" config:type="boolean">false</config:config-item>
   <config:config-item config:name="RsidRoot" config:type="int">2083153</config:config-item>
   <config:config-item config:name="LoadReadonly" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ClipAsCharacterAnchoredWriterFlyFrames" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UnxForceZeroExtLeading" config:type="boolean">false</config:config-item>
   <config:config-item config:name="UseOldPrinterMetrics" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TabAtLeftIndentForParagraphsInList" config:type="boolean">false</config:config-item>
   <config:config-item config:name="Rsid" config:type="int">2083153</config:config-item>
   <config:config-item config:name="MsWordCompTrailingBlanks" config:type="boolean">false</config:config-item>
   <config:config-item config:name="MathBaselineAlignment" config:type="boolean">false</config:config-item>
   <config:config-item config:name="InvertBorderSpacing" config:type="boolean">false</config:config-item>
   <config:config-item config:name="CollapseEmptyCellPara" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TabOverflow" config:type="boolean">false</config:config-item>
   <config:config-item config:name="StylesNoDefault" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ClippedPictures" config:type="boolean">false</config:config-item>
   <config:config-item config:name="EmbedFonts" config:type="boolean">false</config:config-item>
   <config:config-item config:name="EmbedOnlyUsedFonts" config:type="boolean">false</config:config-item>
   <config:config-item config:name="EmbedLatinScriptFonts" config:type="boolean">true</config:config-item>
   <config:config-item config:name="EmbedAsianScriptFonts" config:type="boolean">true</config:config-item>
   <config:config-item config:name="EmptyDbFieldHidesPara" config:type="boolean">false</config:config-item>
   <config:config-item config:name="EmbedComplexScriptFonts" config:type="boolean">true</config:config-item>
   <config:config-item config:name="TabOverMargin" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TabOverSpacing" config:type="boolean">false</config:config-item>
   <config:config-item config:name="TreatSingleColumnBreakAsPageBreak" config:type="boolean">false</config:config-item>
   <config:config-item config:name="SurroundTextWrapSmall" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ApplyParagraphMarkFormatToNumbering" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PropLineSpacingShrinksFirstLine" config:type="boolean">false</config:config-item>
   <config:config-item config:name="SubtractFlysAnchoredAtFlys" config:type="boolean">true</config:config-item>
   <config:config-item config:name="DisableOffPagePositioning" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ContinuousEndnotes" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ProtectBookmarks" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ProtectFields" config:type="boolean">false</config:config-item>
   <config:config-item config:name="HeaderSpacingBelowLastPara" config:type="boolean">false</config:config-item>
   <config:config-item config:name="FrameAutowidthWithMorePara" config:type="boolean">false</config:config-item>
   <config:config-item config:name="GutterAtTop" config:type="boolean">false</config:config-item>
   <config:config-item config:name="FootnoteInColumnToPageEnd" config:type="boolean">false</config:config-item>
   <config:config-item config:name="ImagePreferredDPI" config:type="int">0</config:config-item>
   <config:config-item config:name="AutoFirstLineIndentDisregardLineSpace" config:type="boolean">false</config:config-item>
   <config:config-item config:name="WordLikeWrapForAsCharFlys" config:type="boolean">false</config:config-item>
   <config:config-item config:name="NoNumberingShowFollowBy" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintAnnotationMode" config:type="short">0</config:config-item>
   <config:config-item config:name="PrintGraphics" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintBlackFonts" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintLeftPages" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintControls" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintPageBackground" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintTextPlaceholder" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintDrawings" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintHiddenText" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintProspect" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintTables" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintProspectRTL" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintReversed" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintRightPages" config:type="boolean">true</config:config-item>
   <config:config-item config:name="PrintFaxName" config:type="string"/>
   <config:config-item config:name="PrintPaperFromSetup" config:type="boolean">false</config:config-item>
   <config:config-item config:name="PrintEmptyPages" config:type="boolean">true</config:config-item>
  </config:config-item-set>
 </office:settings>
 <office:scripts>
  <office:script script:language="ooo:Basic">
   <ooo:libraries xmlns:ooo="http://openoffice.org/2004/office" xmlns:xlink="http://www.w3.org/1999/xlink"/>
  </office:script>
 </office:scripts>
 <office:font-face-decls>
  <style:font-face style:name="Andale Sans UI" svg:font-family="&apos;Andale Sans UI&apos;" style:font-family-generic="system" style:font-pitch="variable"/>
  <style:font-face style:name="Arial" svg:font-family="Arial" style:font-family-generic="swiss" style:font-pitch="variable"/>
  <style:font-face style:name="Tahoma" svg:font-family="Tahoma"/>
  <style:font-face style:name="Tahoma1" svg:font-family="Tahoma" style:font-family-generic="system" style:font-pitch="variable"/>
  <style:font-face style:name="Times New Roman" svg:font-family="&apos;Times New Roman&apos;" style:font-family-generic="roman" style:font-pitch="variable"/>
 </office:font-face-decls>
 <office:styles>
  <style:default-style style:family="graphic">
   <style:graphic-properties svg:stroke-color="#3465a4" draw:fill-color="#729fcf" fo:wrap-option="no-wrap" draw:shadow-offset-x="0.1181in" draw:shadow-offset-y="0.1181in" draw:start-line-spacing-horizontal="0.1114in" draw:start-line-spacing-vertical="0.1114in" draw:end-line-spacing-horizontal="0.1114in" draw:end-line-spacing-vertical="0.1114in" style:flow-with-text="false"/>
   <style:paragraph-properties style:text-autospace="ideograph-alpha" style:line-break="strict" style:font-independent-line-spacing="false">
    <style:tab-stops/>
   </style:paragraph-properties>
   <style:text-properties style:use-window-font-color="true" loext:opacity="0%" loext:color-lum-mod="100%" loext:color-lum-off="0%" style:font-name="Times New Roman" fo:font-size="12pt" fo:language="de" fo:country="DE" style:letter-kerning="true" style:font-name-asian="Andale Sans UI" style:font-size-asian="12pt" style:language-asian="ja" style:country-asian="JP" style:font-name-complex="Tahoma1" style:font-size-complex="12pt" style:language-complex="fa" style:country-complex="IR"/>
  </style:default-style>
  <style:default-style style:family="paragraph">
   <style:paragraph-properties fo:hyphenation-ladder-count="no-limit" style:text-autospace="ideograph-alpha" style:punctuation-wrap="hanging" style:line-break="strict" style:tab-stop-distance="0.4902in" style:writing-mode="page"/>
   <style:text-properties style:use-window-font-color="true" loext:opacity="0%" style:font-name="Times New Roman" fo:font-size="12pt" fo:language="de" fo:country="DE" style:letter-kerning="true" style:font-name-asian="Andale Sans UI" style:font-size-asian="12pt" style:language-asian="ja" style:country-asian="JP" style:font-name-complex="Tahoma1" style:font-size-complex="12pt" style:language-complex="fa" style:country-complex="IR" fo:hyphenate="false" fo:hyphenation-remain-char-count="2" fo:hyphenation-push-char-count="2" loext:hyphenation-no-caps="false" loext:hyphenation-no-last-word="false" loext:hyphenation-word-char-count="no-limit" loext:hyphenation-zone="no-limit"/>
  </style:default-style>
  <style:default-style style:family="table">
   <style:table-properties table:border-model="collapsing"/>
  </style:default-style>
  <style:default-style style:family="table-row">
   <style:table-row-properties fo:keep-together="auto"/>
  </style:default-style>
  <style:style style:name="Standard" style:family="paragraph" style:class="text">
   <style:text-properties fo:language="zxx" fo:country="none" style:language-asian="zxx" style:country-asian="none" style:language-complex="zxx" style:country-complex="none"/>
  </style:style>
  <style:style style:name="Heading" style:family="paragraph" style:parent-style-name="Standard" style:next-style-name="Text_20_body" style:class="text">
   <style:paragraph-properties fo:margin-top="0.1665in" fo:margin-bottom="0.0835in" style:contextual-spacing="false" fo:keep-with-next="always"/>
   <style:text-properties style:font-name="Arial" fo:font-family="Arial" style:font-family-generic="swiss" style:font-pitch="variable" fo:font-size="14pt" style:font-name-asian="Andale Sans UI" style:font-family-asian="&apos;Andale Sans UI&apos;" style:font-family-generic-asian="system" style:font-pitch-asian="variable" style:font-size-asian="14pt" style:font-name-complex="Tahoma1" style:font-family-complex="Tahoma" style:font-family-generic-complex="system" style:font-pitch-complex="variable" style:font-size-complex="14pt"/>
  </style:style>
  <style:style style:name="Text_20_body" style:display-name="Text body" style:family="paragraph" style:parent-style-name="Standard" style:class="text">
   <style:paragraph-properties fo:margin-top="0in" fo:margin-bottom="0.0835in" style:contextual-spacing="false"/>
  </style:style>
  <style:style style:name="List" style:family="paragraph" style:parent-style-name="Text_20_body" style:class="list">
   <style:text-properties style:font-name-complex="Tahoma" style:font-family-complex="Tahoma"/>
  </style:style>
  <style:style style:name="Caption" style:family="paragraph" style:parent-style-name="Standard" style:class="extra">
   <style:paragraph-properties fo:margin-top="0.0835in" fo:margin-bottom="0.0835in" style:contextual-spacing="false" text:number-lines="false" text:line-number="0"/>
   <style:text-properties fo:font-size="12pt" fo:font-style="italic" style:font-size-asian="12pt" style:font-style-asian="italic" style:font-name-complex="Tahoma" style:font-family-complex="Tahoma" style:font-size-complex="12pt" style:font-style-complex="italic"/>
  </style:style>
  <style:style style:name="Index" style:family="paragraph" style:parent-style-name="Standard" style:class="index">
   <style:paragraph-properties text:number-lines="false" text:line-number="0"/>
   <style:text-properties style:font-name-complex="Tahoma" style:font-family-complex="Tahoma"/>
  </style:style>
  <style:style style:name="OLE" style:family="graphic">
   <style:graphic-properties text:anchor-type="paragraph" svg:x="0in" svg:y="0in" style:wrap="none" style:vertical-pos="top" style:vertical-rel="paragraph" style:horizontal-pos="center" style:horizontal-rel="paragraph"/>
  </style:style>
  <style:style style:name="Formula" style:family="graphic">
   <style:graphic-properties text:anchor-type="as-char" svg:y="0in" fo:margin-left="0.0791in" fo:margin-right="0.0791in" style:vertical-pos="middle" style:vertical-rel="text"/>
  </style:style>
  <text:outline-style style:name="Outline">
   <text:outline-level-style text:level="1" loext:num-list-format="%1%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.3in" fo:text-indent="-0.3in" fo:margin-left="0.3in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="2" loext:num-list-format="%2%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.4in" fo:text-indent="-0.4in" fo:margin-left="0.4in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="3" loext:num-list-format="%3%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in" fo:text-indent="-0.5in" fo:margin-left="0.5in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="4" loext:num-list-format="%4%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.6in" fo:text-indent="-0.6in" fo:margin-left="0.6in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="5" loext:num-list-format="%5%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.7in" fo:text-indent="-0.7in" fo:margin-left="0.7in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="6" loext:num-list-format="%6%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.8in" fo:text-indent="-0.8in" fo:margin-left="0.8in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="7" loext:num-list-format="%7%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.9in" fo:text-indent="-0.9in" fo:margin-left="0.9in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="8" loext:num-list-format="%8%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in" fo:text-indent="-1in" fo:margin-left="1in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="9" loext:num-list-format="%9%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.1in" fo:text-indent="-1.1in" fo:margin-left="1.1in"/>
    </style:list-level-properties>
   </text:outline-level-style>
   <text:outline-level-style text:level="10" loext:num-list-format="%10%" style:num-format="">
    <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
     <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.2in" fo:text-indent="-1.2in" fo:margin-left="1.2in"/>
    </style:list-level-properties>
   </text:outline-level-style>
  </text:outline-style>
  <text:notes-configuration text:note-class="footnote" style:num-format="1" text:start-value="0" text:footnotes-position="page" text:start-numbering-at="document"/>
  <text:notes-configuration text:note-class="endnote" style:num-format="i" text:start-value="0"/>
  <text:linenumbering-configuration text:number-lines="false" text:offset="0.1965in" style:num-format="1" text:number-position="left" text:increment="5"/>
 </office:styles>
 <office:automatic-styles>
  <style:style style:name="fr1" style:family="graphic" style:parent-style-name="Formula">
   <style:graphic-properties style:vertical-pos="middle" style:vertical-rel="text" style:horizontal-pos="center" style:horizontal-rel="paragraph" draw:ole-draw-aspect="1"/>
  </style:style>
  <style:style style:name="fr2" style:family="graphic" style:parent-style-name="Formula">
   <style:graphic-properties style:vertical-pos="middle" style:vertical-rel="text" style:horizontal-pos="from-left" style:horizontal-rel="paragraph-content" draw:ole-draw-aspect="1"/>
  </style:style>
  <style:page-layout style:name="pm1">
   <style:page-layout-properties fo:page-width="8.2673in" fo:page-height="11.6925in" style:num-format="1" style:print-orientation="portrait" fo:margin-top="0.7874in" fo:margin-bottom="0.7874in" fo:margin-left="0.7874in" fo:margin-right="0.7874in" style:writing-mode="lr-tb" style:layout-grid-color="#c0c0c0" style:layout-grid-lines="20" style:layout-grid-base-height="0.278in" style:layout-grid-ruby-height="0.139in" style:layout-grid-mode="none" style:layout-grid-ruby-below="false" style:layout-grid-print="false" style:layout-grid-display="false" style:footnote-max-height="0in" loext:margin-gutter="0in">
    <style:footnote-sep style:width="0.0071in" style:distance-before-sep="0.0398in" style:distance-after-sep="0.0398in" style:line-style="solid" style:adjustment="left" style:rel-width="25%" style:color="#000000"/>
   </style:page-layout-properties>
   <style:header-style/>
   <style:footer-style/>
  </style:page-layout>
  <style:style style:name="dp1" style:family="drawing-page">
   <style:drawing-page-properties draw:background-size="full"/>
  </style:style>
 </office:automatic-styles>
 <office:master-styles>
  <style:master-page style:name="Standard" style:page-layout-name="pm1" draw:style-name="dp1"/>
 </office:master-styles>
 <office:body>
  <office:text text:use-soft-page-breaks="true">
   <text:sequence-decls>
    <text:sequence-decl text:display-outline-level="0" text:name="Illustration"/>
    <text:sequence-decl text:display-outline-level="0" text:name="Table"/>
    <text:sequence-decl text:display-outline-level="0" text:name="Text"/>
    <text:sequence-decl text:display-outline-level="0" text:name="Drawing"/>
    <text:sequence-decl text:display-outline-level="0" text:name="Figure"/>
   </text:sequence-decls>
   <text:p text:style-name="Standard">Least squares fit of three sets of planar points.</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">(revise to look like best1plane2.odt)</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Set of experimental points <draw:frame draw:style-name="fr2" draw:name="Object17" text:anchor-type="as-char" svg:width="0.1799in" svg:height="0.2083in" draw:z-index="3"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <msub>
         <mi>i</mi>
         <mi>z</mi>
        </msub>
        <annotation encoding="StarMath 5.0">i_z</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAcgBAAAT
       AgAAFgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAMcBAAASAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEARQAAAAQAPwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABqAAAAcgEAAAEAaXYA
       AAAAAAEAAQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQBFAAAABAA/AAAADwBUaW1lcyBOZXcg
       Um9tYW4AAAAAAAD9AAAAAAADAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAAAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAAkBAADcAQAAAQB6YgAA
       AAAAAQABAHoAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
    </draw:frame><text:s/>on <draw:frame draw:style-name="fr2" draw:name="Object20" text:anchor-type="as-char" svg:width="0.2417in" svg:height="0.1839in" draw:z-index="6"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mi mathvariant="italic">xy</mi>
        <annotation encoding="StarMath 5.0">xy</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAWUCAADT
       AQAADwAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAGQCAADSAQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApgEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIQAAAByAQAAAgB4eXcBAAAA
       AP//AgB4AHkAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
    </draw:frame><text:s/>plane.</text:p>
   <text:p text:style-name="Standard">Set of experimental points <draw:frame draw:style-name="fr2" draw:name="Object18" text:anchor-type="as-char" svg:width="0.1862in" svg:height="0.2083in" draw:z-index="11"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <msub>
         <mi>i</mi>
         <mi>x</mi>
        </msub>
        <annotation encoding="StarMath 5.0">i_x</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAdgBAAAT
       AgAAFgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAANcBAAASAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAAByAQAAAQBpdgAAAAAA
       //8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABAEEAAAADADsAAAAPAFRpbWVzIE5ldyBSb21h
       bgAAAAAAAP0AAAAAAAMAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAJAQAA3AEAAAEAeHAAAAAAAP//AQB4
       AIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
    </draw:frame><text:s/>on <draw:frame draw:style-name="fr2" draw:name="Object22" text:anchor-type="as-char" svg:width="0.2398in" svg:height="0.1839in" draw:z-index="12"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mi mathvariant="italic">yz</mi>
        <annotation encoding="StarMath 5.0">yz</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAWECAADU
       AQAADwAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAGACAADTAQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAJ8AAAByAQAAAgB5emABAAAA
       AP//AgB5AHoAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame><text:s/>plane.</text:p>
   <text:p text:style-name="Standard">Set of experimental points <draw:frame draw:style-name="fr2" draw:name="Object19" text:anchor-type="as-char" svg:width="0.1902in" svg:height="0.2083in" draw:z-index="13"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <msub>
         <mi>i</mi>
         <mi>y</mi>
        </msub>
        <annotation encoding="StarMath 5.0">i_y</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAeMBAAAT
       AgAAFgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAOIBAAASAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAAByAQAAAQBpdgAAAAAA
       //8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABAEEAAAADADsAAAAPAFRpbWVzIE5ldyBSb21h
       bgAAAAAAAP0AAAAAAAMAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAJAQAA3AEAAAEAeXAAAAAAAP//AQB5
       AIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
    </draw:frame><text:s/>on <draw:frame draw:style-name="fr2" draw:name="Object24" text:anchor-type="as-char" svg:width="0.2311in" svg:height="0.1839in" draw:z-index="14"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mi mathvariant="italic">zx</mi>
        <annotation encoding="StarMath 5.0">zx</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAUsCAADU
       AQAADwAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAEoCAADTAQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIQAAAByAQAAAgB6eGABAAAA
       AP//AgB6AHgAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame><text:s/>plane.</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">UCS is defined by <draw:frame draw:style-name="fr2" draw:name="Object1" text:anchor-type="as-char" svg:width="0.3555in" svg:height="0.2083in" draw:z-index="0"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <msub>
         <mstyle mathvariant="bold">
          <mi mathvariant="normal">r</mi>
         </mstyle>
         <mi mathvariant="italic">OoO</mi>
        </msub>
        <annotation encoding="StarMath 5.0">{bold nitalic r}_OoO</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAYcDAAAT
       AgAAFgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAIYDAAASAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAQQAAAAMAOwAAAA8AVGltZXMgTmV3
       IFJvbWFuAAAAAAAApwEAAAAAAwAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAAByAQAAAQByvAAAAAAA
       //8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABAEEAAAADADsAAAAPAFRpbWVzIE5ldyBSb21h
       bgAAAAAAAP0AAAAAAAMAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0AAAA+AQAA3AEAAAMAT29P7AEAAAAA//8D
       AE8AbwBPAIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
    </draw:frame><text:s/>and <draw:frame draw:style-name="fr2" draw:name="Object2" text:anchor-type="as-char" svg:width="0.4256in" svg:height="0.2126in" draw:z-index="1"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <msub>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">[</mo>
          <mrow>
           <mstyle mathvariant="bold">
            <mi mathvariant="normal">A</mi>
           </mstyle>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">]</mo>
         </mrow>
         <mi mathvariant="italic">Oo</mi>
        </msub>
        <annotation encoding="StarMath 5.0">left[{bold nitalic A} right]_Oo</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAToEAAAc
       AgAAJAAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAADkEAAAbAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAA0QAAAN8BAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAAjQEAAAEAAABbAFIAAAAAAP//
       AQBbAIwAAQAAAAAAiwABAAIAAAAfAIoAAQBBAAAAAwA7AAAADwBUaW1lcyBOZXcgUm9tYW4A
       AAAAAACnAQAAAAADAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA7gAAAI0BAAABAEExAQAAAAD//wEAQQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA0QAAAN8BAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAABGAgAAjQEAAAEAAABdAFIAAAAAAP//AQBdAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQBBAAAAAwA7AAAADwBUaW1lcyBOZXcgUm9tYW4AAAAAAAD9AAAAAAAD
       AAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAAlQIAANwBAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAJUA
       AQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object11" text:anchor-type="as-char" svg:width="1.2563in" svg:height="0.739in" draw:z-index="16"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mstyle mathvariant="bold">
           <mi mathvariant="normal">r</mi>
          </mstyle>
          <mi mathvariant="italic">OoO</mi>
         </msub>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">{</mo>
          <mrow>
           <mtable>
            <mtr>
             <mtd>
              <msub>
               <mi>x</mi>
               <mi mathvariant="italic">OoO</mi>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mi>y</mi>
               <mi mathvariant="italic">OoO</mi>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mi>z</mi>
               <mi mathvariant="italic">OoO</mi>
              </msub>
             </mtd>
            </mtr>
           </mtable>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">}</mo>
         </mrow>
         <mo stretchy="false">=</mo>
         <msub>
          <mstyle mathvariant="bold">
           <mi mathvariant="normal">q</mi>
          </mstyle>
          <mi>X</mi>
         </msub>
        </mrow>
        <annotation encoding="StarMath 5.0">{bold nitalic r}_OoO
=
left lbrace 
matrix{ 
x_OoO ## 
y_OoO ## 
z_OoO} 
right rbrace
=
{bold nitalic q}_X
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAXcMAABV
       BwAAagAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAHYMAABUBwAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAAAIBAAAAQByvAAAAAAA//8BAHIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACAB0AAAA+AQAAcgQAAAMAT29P7AEAAAAA//8DAE8AbwBPAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAADQDAAAIBAAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAAArBwAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAjAQAAMoFAAABAAAAewDnAAAAAAD//wEAewCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       AHoFAAD3AQAAAQB4vAAAAAAA//8BAHgAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0AAABOBgAAYQIAAAMA
       T29P7AEAAAAA//8DAE8AbwBPAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAegUAACIEAAABAHm8AAAA
       AAD//wEAeQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAHQAAAE4GAACMBAAAAwBPb0/sAQAAAAD//wMATwBv
       AE8AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcB
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAAB6BQAAaAYAAAEAeqUAAAAAAP//AQB6AIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAdAAAANAYAANIGAAADAE9vT+wBAAAAAP//AwBPAG8ATwCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAsAEAACsHAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABoAAABfCAAAygUAAAEAAAB9AOcAAAAAAP//AQB9AIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       AP4IAAAIBAAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABWCgAACAQA
       AAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAeQsAAHIEAAABAFibAAAAAAD/
       /wEAWACMAAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object199" text:anchor-type="as-char" svg:width="1.5043in" svg:height="0.8201in" draw:z-index="2"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">{</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">I</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">J</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">K</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">}</mo>
          </mrow>
          <mo stretchy="false">=</mo>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mrow>
              <mstyle mathvariant="bold">
               <mi mathvariant="normal">A</mi>
              </mstyle>
              <mrow>
               <mo fence="true" form="prefix" stretchy="true">(</mo>
               <mrow>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mrow>
               <mo fence="true" form="postfix" stretchy="true">)</mo>
              </mrow>
             </mrow>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
          </msub>
         </mrow>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">{</mo>
          <mrow>
           <mtable>
            <mtr>
             <mtd>
              <msub>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">i</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
               <mi>o</mi>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">j</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
               <mi>o</mi>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mstyle mathvariant="bold">
                <mover accent="true">
                 <mi mathvariant="normal">k</mi>
                 <mo stretchy="false">⃗</mo>
                </mover>
               </mstyle>
               <mi>o</mi>
              </msub>
             </mtd>
            </mtr>
           </mtable>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">}</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">left lbrace 
matrix{
{bold nitalic vec I} ## 
{bold nitalic vec J} ## 
{bold nitalic vec K}
} 
right rbrace 
=
left [{bold nitalic A} left({bold nitalic q}_E right)right]_Oo
left lbrace 
matrix{
{bold nitalic vec i}_o  ## 
{bold nitalic vec j}_o  ## 
{bold nitalic vec k}_o
} 
right rbrace</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAe0OAAAj
       CAAAzAAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAOwOAAAiCAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAsAEAABoHAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAAGQYAAAEAAAB7AOcAAAAAAP//
       AQB7AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAFgBAAAsAgAAAQAAANcg1gAAAAAA//8BANcgjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACNAQAAewIAAAEASaUAAAAAAP//AQBJAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAgAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAFgBAABXBAAAAQAAANcg1gAAAAAA//8BANcgjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABy
       AQAAwQQAAAEAStQAAAAAAP//AQBKAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFgBAACdBgAAAQAA
       ANcg1gAAAAAA//8BANcgjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAjAQAA7QYAAAEAS0kBAAAAAP//
       AQBLAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAA
       GgcAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAJUCAAAZBgAAAQAAAH0A5wAAAAAA//8BAH0AjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAATwMAAIwEAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAABgEAAGECAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAACnBAAA3AQAAAEAAABbAGcAAAAAAP//AQBbAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAARQUAAIwEAAABAEExAQAAAAD//wEAQQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAA7QAAAB4CAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACdBgAAwQQA
       AAEAAAAoAHEAAAAAAP//AQAoAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAPAcAAIwEAAABAHHrAAAA
       AAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEUIAAD2BAAAAQBFmwAAAAAA//8BAEUAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAO0AAAAeAgAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAA/ggAAMEEAAABAAAAKQBxAAAAAAD//wEAKQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAABgEAAGECAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAACCCQAA3AQAAAEAAABdAGcAAAAAAP//AQBdAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAA7AkAACsFAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAPsHAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABECwAA
       aAYAAAEAAAB7AOYAAAAAAP//AQB7AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAABgMAADcAQAAAQAA
       ANcg1gAAAAAA//8BANcgjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABNDAAARgIAAAEAaXYAAAAAAP//
       AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAABg0AAJUCAAABAG9/AAAAAAD//wEAbwCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAI
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAAAYDAAAVwQAAAEAAADXINYAAAAAAP//AQDXIIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAATQwAAMEEAAABAGqNAAAAAAD//wEAagCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAAYNAAAQ
       BQAAAQBvfwAAAAAA//8BAG8AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAAAAAAACnAQAA//8AAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAGAwAANIGAAABAAAA1yDW
       AAAAAAD//wEA1yCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP0LAAAiBwAAAQBr6wAAAAAA//8BAGsA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAAAgDQAAiwcAAAEAb38AAAAAAP//AQBvAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAA+wcAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAAKUNAABoBgAAAQAAAH0A5gAAAAAA//8BAH0AjAABAAAAAACVAAEABAAAAAAA
       AACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Euler parameters</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object21" text:anchor-type="as-char" svg:width="1.6957in" svg:height="1.5563in" draw:z-index="4"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mstyle mathvariant="bold">
           <mi mathvariant="normal">q</mi>
          </mstyle>
          <mi>E</mi>
         </msub>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">{</mo>
          <mrow>
           <mtable>
            <mtr>
             <mtd>
              <msub>
               <mi>E</mi>
               <mn>1</mn>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mi>E</mi>
               <mn>2</mn>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mi>E</mi>
               <mn>3</mn>
              </msub>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <msub>
               <mi>E</mi>
               <mn>4</mn>
              </msub>
             </mtd>
            </mtr>
           </mtable>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">}</mo>
         </mrow>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">{</mo>
          <mrow>
           <mtable>
            <mtr>
             <mtd>
              <mrow>
               <msub>
                <mrow>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">n</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                 <mo stretchy="false">⋅</mo>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">i</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                </mrow>
                <mi>o</mi>
               </msub>
               <mi>sin</mi>
               <mfrac>
                <mi mathvariant="normal">θ</mi>
                <mn>2</mn>
               </mfrac>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <msub>
                <mrow>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">n</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                 <mo stretchy="false">⋅</mo>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">j</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                </mrow>
                <mi>o</mi>
               </msub>
               <mi>sin</mi>
               <mfrac>
                <mi mathvariant="normal">θ</mi>
                <mn>2</mn>
               </mfrac>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <msub>
                <mrow>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">n</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                 <mo stretchy="false">⋅</mo>
                 <mstyle mathvariant="bold">
                  <mover accent="true">
                   <mi mathvariant="normal">k</mi>
                   <mo stretchy="false">⃗</mo>
                  </mover>
                 </mstyle>
                </mrow>
                <mi>o</mi>
               </msub>
               <mi>sin</mi>
               <mfrac>
                <mi mathvariant="normal">θ</mi>
                <mn>2</mn>
               </mfrac>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <mi>cos</mi>
               <mfrac>
                <mi mathvariant="normal">θ</mi>
                <mn>2</mn>
               </mfrac>
              </mrow>
             </mtd>
            </mtr>
           </mtable>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">}</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{bold nitalic q}_E =
left lbrace 
matrix{
E_1 ## 
E_2 ## 
E_3 ## 
E_4
} 
right rbrace 
= left lbrace 
matrix{
{bold nitalic vec n cdot bold nitalic vec i}_o sin %theta over 2 ## 
{bold nitalic vec n cdot bold nitalic vec j}_o sin %theta over 2 ## 
{bold nitalic vec n cdot bold nitalic vec k}_o sin %theta over 2 ## 
cos %theta over 2
} 
right rbrace </annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAdQQAABx
       DwAAbgEAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAANMQAABwDwAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAAAQCAAAAQBx6wAAAAAA//8BAHEA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAAByAQAAeggAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAACwCAAAQCAAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAACdCQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAhAMAAIsKAAABAAAAewDmAAAAAAD//wEAewCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAFcEAADc
       BAAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB6BQAARQUAAAEAMX8AAAAA
       AP//AQAxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAVwQAACIHAAABAEUCAQAAAAD//wEARQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAHoFAABxBwAAAQAyfwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAABXBAAATQkAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAegUAALcJ
       AAABADN/AAAAAAD//wEAMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAFcEAACTCwAAAQBFAgEAAAAA
       //8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAB6BQAA4wsAAAEANH8AAAAAAP//AQA0AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAAnQkAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAABkGAACLCgAAAQAAAH0A5gAAAAAA//8BAH0AjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAuAYAABAIAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAEkPAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AAAQCAAATQwAAAEAAAB7AOcAAAAAAP//AQB7AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAOMIAACw
       AgAAAQAAANcg1gAAAAAA//8BANcgjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADjCAAAsAIAAAEAbusA
       AAAAAP//AQBuAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALcJAACwAgAAAQAAAMUi9AAAAAAA//8B
       AMUijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAcAoAAGECAAABAAAA1yDWAAAAAAD//wEA1yCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAKUKAACwAgAAAQBpdgAAAAAA//8BAGkAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAABeCwAAGgMAAAEAb38AAAAAAP//AQBvAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAADAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAdAAAA/QsAALAC
       AAADAHNpbu4BAAAAAP//AwBzAGkAbgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAA
       AAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABeDgAAEQIAAAEA
       AAC4A9wAAAAAAP//AQC4A4wAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAA
       AAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AGcAAQAQAAAAQw4AACwCAABQDwAAQAIAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAXg4AANMDAAAB
       ADLUAAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADjCAAANAYAAAEAAADXINYAAAAA
       AP//AQDXIIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA4wgAADQGAAABAG7rAAAAAAD//wEAbgCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABoAAAC3CQAANAYAAAEAAADFIvQAAAAAAP//AQDFIowAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAgAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAAHAKAADkBQAAAQAAANcg1gAAAAAA//8BANcgjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AAClCgAANAYAAAEAao0AAAAAAP//AQBqAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAXgsAAJ0GAAAB
       AG9/AAAAAAD//wEAbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAApwEAAAAAAwAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAHQAAAP0LAAA0BgAAAwBzaW7uAQAAAAD/
       /wMAcwBpAG4AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAXg4AAJUFAAABAAAAuAPcAAAAAAD//wEA
       uAOMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAEMOAACv
       BQAAUA8AAMMFAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAF4OAABXBwAAAQAy1AAAAAAA//8BADIA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAA4wgAALcJAAABAAAA1yDWAAAAAAD//wEA1yCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAOMIAAC3CQAAAQBu6wAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAnQkAALcJAAABAAAAxSL0AAAAAAD//wEAxSKMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABwCgAA
       aAkAAAEAAADXINYAAAAAAP//AQDXIIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAVgoAALcJAAABAGvr
       AAAAAAD//wEAawCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAF4LAAAhCgAAAQBvfwAAAAAA//8BAG8A
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAA
       AAMAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACAB0AAAAYDAAAtwkAAAMAc2lu7gEAAAAA//8DAHMAaQBuAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAHgOAAAYCQAAAQAAALgD3AAAAAAA//8BALgDjAABAAAAAACLAAEA
       AgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAABeDgAAMwkAAGsPAABHCQAAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAB4DgAA2goAAAEAMtQAAAAAAP//AQAyAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAADAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAdAAAAVgoAADsNAAADAGNvczQCAAAAAP//AwBjAG8AcwCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AADrDAAAnAwAAAEAAAC4A9wAAAAAAP//AQC4A4wAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAA
       AAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAGcAAQAQAAAA0QwAALYMAADeDQAAygwAAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAA6wwAAF4OAAABADLUAAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAAsAEAAEkPAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACBDwAATQwA
       AAEAAAB9AOcAAAAAAP//AQB9AIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJAIwAAQAA
       AAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Euler parameters constraint</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object23" text:anchor-type="as-char" svg:width="2.0035in" svg:height="0.2327in" draw:z-index="17"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mi>G</mi>
          <mi>E</mi>
         </msub>
         <mo stretchy="false">=</mo>
         <mrow>
          <msubsup>
           <mi>E</mi>
           <mn>1</mn>
           <mn>2</mn>
          </msubsup>
          <mo stretchy="false">+</mo>
          <msubsup>
           <mi>E</mi>
           <mn>2</mn>
           <mn>2</mn>
          </msubsup>
          <mo stretchy="false">+</mo>
          <msubsup>
           <mi>E</mi>
           <mn>3</mn>
           <mn>2</mn>
          </msubsup>
          <mo stretchy="false">+</mo>
          <msubsup>
           <mi>E</mi>
           <mn>4</mn>
           <mn>2</mn>
          </msubsup>
          <mo stretchy="false">−</mo>
          <mn>1</mn>
         </mrow>
         <mo stretchy="false">=</mo>
         <mn>0</mn>
        </mrow>
        <annotation encoding="StarMath 5.0">G_E = E^2_1 + E^2_2 + E^2_3 + E^2_4 - 1 = 0</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAeETAABP
       AgAAogAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAOATAABOAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAADCAQAAAQBHMQEAAAAA//8BAEcA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAADCAQAAEQIAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAAHsCAADCAQAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AADtAwAAwgEAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAEAUAABECAAAB
       ADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAABAFAADuAAAAAQAyfwAAAAAA//8B
       ADIAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAlQUAAMIBAAABAAAAKwBQAQAAAAD//wEAKwCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAAcHAADCAQAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAABFCAAAEQIAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAARQgAAO4A
       AAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3Bl
       blN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADJCAAAwgEAAAEAAAArAFAB
       AAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAOwoAAMIBAAABAEUCAQAAAAD//wEARQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAA
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAFwAAAF4LAAARAgAAAQAzfwAAAAAA//8BADMAjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAABeCwAA7gAAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAOML
       AADCAQAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABVDQAAwgEAAAEA
       RQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAkw4AABECAAABADR/AAAAAAD//wEA
       NACMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAA
       AAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAJMOAADuAAAAAQAyfwAAAAAA//8BADIAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAFw8AAMIBAAABAAAAEiJQAQAAAAD//wEAEiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAG8QAADCAQAAAQAx1AAAAAAA//8BADEAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAQxEAAMIB
       AAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAALUSAADCAQAAAQAw1AAA
       AAAA//8BADAAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">First partial derivative</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object27" text:anchor-type="as-char" svg:width="1.0201in" svg:height="0.9846in" draw:z-index="18"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi>G</mi>
            <mi>E</mi>
           </msub>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">{</mo>
          <mrow>
           <mtable>
            <mtr>
             <mtd>
              <mrow>
               <mn>2</mn>
               <msub>
                <mi>E</mi>
                <mn>1</mn>
               </msub>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <mn>2</mn>
               <msub>
                <mi>E</mi>
                <mn>2</mn>
               </msub>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <mn>2</mn>
               <msub>
                <mi>E</mi>
                <mn>3</mn>
               </msub>
              </mrow>
             </mtd>
            </mtr>
            <mtr>
             <mtd>
              <mrow>
               <mn>2</mn>
               <msub>
                <mi>E</mi>
                <mn>4</mn>
               </msub>
              </mrow>
             </mtd>
            </mtr>
           </mtable>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">}</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial G_E}
over
{partial {bold nitalic q}_E}
=
left lbrace 
matrix{
2E_1 ## 
2E_2 ## 
2E_3 ## 
2E_4
} 
right rbrace 
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAASAKAADF
       CQAApAAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAB8KAADECQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACfAAAACAQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAApwEAAAgEAAABAEcxAQAAAAD//wEARwCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAP8CAAByBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAAwQQAAMoDAADVBAAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAuQAAAGgGAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAANwBAABoBgAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADlAgAAuAYA
       AAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAANMDAABFBQAAAQAAAD0AUAEA
       AAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       ALABAACdCQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAKwUAAMAHAAABAAAAewDmAAAAAAD//wEA
       ewCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEA
       AAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAP8FAAARAgAAAQAy1AAAAAAA//8BADIAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAiBwAAEQIAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       RQgAAHsCAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP8FAAA9BAAAAQAy
       1AAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAiBwAAPQQAAAEARQIBAAAAAP//AQBF
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAARQgAAKcEAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAP8FAACDBgAAAQAy1AAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAi
       BwAAgwYAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAARQgAAO0GAAABADN/
       AAAAAAD//wEAMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP8FAACvCAAAAQAy1AAAAAAA//8BADIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAAAiBwAArwgAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAARQgAABgJAAABADR/AAAAAAD//wEANACMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAJ0JAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADJ
       CAAAwAcAAAEAAAB9AOYAAAAAAP//AQB9AIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJ
       AIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Second partial derivative</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object28" text:anchor-type="as-char" svg:width="1.1075in" svg:height="0.4665in" draw:z-index="19"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mfrac>
           <mrow>
            <msup>
             <mo stretchy="false">∂</mo>
             <mn>2</mn>
            </msup>
            <msub>
             <mi>G</mi>
             <mi>E</mi>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mn>2</mn>
         </mrow>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">[</mo>
          <mrow>
           <mstyle mathvariant="bold">
            <mi mathvariant="normal">I</mi>
           </mstyle>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">]</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 G_E}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
=
2 left[{bold nitalic I} right]
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAf4KAACh
       BAAAegAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAP0KAACgBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACnAQAAwgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAlQIAAO4AAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAE8DAADCAQAAAQBHMQEAAAAA//8BAEcAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AACnBAAAEQIAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAA
       AAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAGcAAQAQAAAAhAAAAGECAAB8BgAAdQIAAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       AJ8AAAAIBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACnAQAACAQA
       AAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAsAIAAHIEAAABAEWbAAAAAAD/
       /wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAA
       AKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABoAAACeAwAACAQAAAEAAAACIuEAAAAAAP//AQACIowA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAA
       AAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAApwQAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAK8FAAByBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAnQYA
       AOUCAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPUHAADlAgAAAQAy
       1AAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAANEAAADfAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA/ggAAOUCAAABAAAAWwBSAAAAAAD/
       /wEAWwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAIIJAADlAgAAAQBJpQAAAAAA//8BAEkAjAABAAAA
       AACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAANEAAADfAQAA//8AAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAaAAAAOwoAAOUCAAABAAAAXQBSAAAAAAD//wEAXQCMAAEAAAAAAJUAAQAE
       AAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Rotation matrix</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><text:soft-page-break/><draw:frame draw:style-name="fr1" draw:name="Object164" text:anchor-type="as-char" svg:width="4.7575in" svg:height="0.9846in" draw:z-index="5"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">A</mi>
             </mstyle>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
          </msub>
          <mo stretchy="false">=</mo>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">B</mi>
             </mstyle>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
          </msub>
         </mrow>
         <mrow>
          <msubsup>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">C</mi>
             </mstyle>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
           <mi>T</mi>
          </msubsup>
          <mo stretchy="false">=</mo>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mtable>
              <mtr>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>4</mn>
                </msub>
               </mtd>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>3</mn>
                 </msub>
                </mrow>
               </mtd>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>2</mn>
                </msub>
               </mtd>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>1</mn>
                 </msub>
                </mrow>
               </mtd>
              </mtr>
              <mtr>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>3</mn>
                </msub>
               </mtd>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>4</mn>
                </msub>
               </mtd>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>1</mn>
                 </msub>
                </mrow>
               </mtd>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>2</mn>
                 </msub>
                </mrow>
               </mtd>
              </mtr>
              <mtr>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>2</mn>
                 </msub>
                </mrow>
               </mtd>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>1</mn>
                </msub>
               </mtd>
               <mtd>
                <msub>
                 <mi>E</mi>
                 <mn>4</mn>
                </msub>
               </mtd>
               <mtd>
                <mrow>
                 <mo stretchy="false">−</mo>
                 <msub>
                  <mi>E</mi>
                  <mn>3</mn>
                 </msub>
                </mrow>
               </mtd>
              </mtr>
             </mtable>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
          </msub>
         </mrow>
         <msub>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">[</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>4</mn>
               </msub>
              </mtd>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>3</mn>
                </msub>
               </mrow>
              </mtd>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>2</mn>
               </msub>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>3</mn>
               </msub>
              </mtd>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>4</mn>
               </msub>
              </mtd>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>1</mn>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>2</mn>
                </msub>
               </mrow>
              </mtd>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>1</mn>
               </msub>
              </mtd>
              <mtd>
               <msub>
                <mi>E</mi>
                <mn>4</mn>
               </msub>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>1</mn>
                </msub>
               </mrow>
              </mtd>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>2</mn>
                </msub>
               </mrow>
              </mtd>
              <mtd>
               <mrow>
                <mo stretchy="false">−</mo>
                <msub>
                 <mi>E</mi>
                 <mn>3</mn>
                </msub>
               </mrow>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">]</mo>
          </mrow>
          <mi mathvariant="italic">Oo</mi>
         </msub>
        </mrow>
        <annotation encoding="StarMath 5.0">left [{bold nitalic A}right]_Oo
=
left [{bold nitalic B}right]_Oo
left [{bold nitalic C}right]^T_Oo
=
left [matrix{E_4 # -E_3 # E_2 # -E_1 ## E_3 # E_4 # -E_1 # -E_2 ## -E_2 # E_1 # E_4 # -E_3}right]_Oo
left [matrix{E_4 # -E_3 # E_2 ## E_3 # E_4 # -E_1 ## -E_2 # E_1 # E_4 ## -E_1 # -E_2 # -E_3 }right]_Oo</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAATQvAADF
       CQAAPwIAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAADMvAADECQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAA0QAAAN8BAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAARQUAAAEAAABbAFIAAAAAAP//
       AQBbAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAA7gAAAEUFAAABAEExAQAAAAD//wEAQQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA0QAAAN8BAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAABGAgAARQUAAAEAAABdAFIAAAAAAP//AQBdAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAAlQIAAJUFAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADt
       AwAARQUAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAADRAAAA3wEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAEUFAABFBQAA
       AQAAAFsAUgAAAAAA//8BAFsAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACvBQAARQUAAAEAQhoBAAAA
       AP//AQBCAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADR
       AAAA3wEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAAcHAABFBQAAAQAAAF0AUgAAAAAA//8BAF0A
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAABXBwAAlQUAAAIAT282AQAAAAD//wIATwBvAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADRAAAA3wEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAK8IAABFBQAAAQAAAFsAUgAAAAAA//8BAFsAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAAzCQAARQUAAAEAQzEBAAAAAP//AQBDAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAADRAAAA3wEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAHAKAABF
       BQAAAQAAAF0AUgAAAAAA//8BAF0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADACgAAlQUAAAIAT282
       AQAAAAD//wIATwBvAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAwAoAAD0EAAABAFSNAAAAAAD//wEA
       VACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAAAYDAAARQUAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAAQQcAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAFUNAAAHBwAAAQAAAFsAqgAAAAAA//8BAFsAjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAAC
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAADIDgAANAMAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA6w8A
       AIQDAAABADR/AAAAAAD//wEANACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABmEgAANAMAAAEAAAAS
       IlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA2BMAADQDAAABAEUCAQAAAAD//wEA
       RQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAA
       AAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAPsUAACEAwAAAQAzfwAAAAAA//8BADMAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAACrFwAANAMAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       zhgAAIQDAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAA
       AAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABJGwAANAMAAAEA
       AAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAuxwAADQDAAABAEUCAQAAAAD/
       /wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAN4dAACEAwAAAQAxfwAAAAAA//8BADEAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAADIDgAAYAUAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAA6w8AAMoFAAABADN/AAAAAAD//wEAMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAADkTAABgBQAA
       AQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABcFAAAygUAAAEANH8AAAAAAP//
       AQA0AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAANcWAABgBQAAAQAAABIiUAEAAAAA//8BABIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAABKGAAAYAUAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAbRkAAMoFAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABJGwAA
       YAUAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAuxwAAGAFAAABAEUC
       AQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAN4dAADKBQAAAQAyfwAAAAAA//8BADIA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAA9A0AAKYHAAABAAAAEiJQAQAAAAD//wEAEiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAGYPAACmBwAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AACJEAAA9QcAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAORMAAKYHAAAB
       AEUCAQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAFwUAAD1BwAAAQAxfwAAAAAA//8B
       ADEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcB
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAACrFwAApgcAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAzhgAAPUHAAABADR/AAAAAAD//wEANACMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AABJGwAApgcAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAuxwAAKYH
       AAABAEUCAQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAN4dAAD1BwAAAQAzfwAAAAAA
       //8BADMAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALAB
       AABBBwAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAfR4AAAcHAAABAAAAXQCqAAAAAAD//wEAXQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAA
       AAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAAIfAAD1BwAAAgBPbzYBAAAAAP//AgBPAG8AjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAAC5CQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAWSAAAMAHAAABAAAAWwCqAAAAAAD//wEAWwCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAMwhAAARAgAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADvIgAAewIA
       AAEANH8AAAAAAP//AQA0AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAGolAAARAgAAAQAAABIiUAEA
       AAAA//8BABIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADcJgAAEQIAAAEARQIBAAAAAP//AQBFAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAA/ycAAHsCAAABADN/AAAAAAD//wEAMwCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAK8qAAARAgAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADSKwAA
       ewIAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAzCEAAD0EAAABAEUCAQAA
       AAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAO8iAACnBAAAAQAzfwAAAAAA//8BADMAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAA+JgAAPQQAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAYScAAKcEAAABADR/AAAAAAD//wEANACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADcKQAA
       PQQAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAATisAAD0EAAABAEUC
       AQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHEsAACnBAAAAQAxfwAAAAAA//8BADEA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAA+CAAAIMGAAABAAAAEiJQAQAAAAD//wEAEiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAGsiAACDBgAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AACOIwAA7QYAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAPiYAAIMGAAAB
       AEUCAQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGEnAADtBgAAAQAxfwAAAAAA//8B
       ADEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcB
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAACvKgAAgwYAAAEARQIBAAAAAP//AQBFAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAA0isAAO0GAAABADR/AAAAAAD//wEANACMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AAD4IAAArwgAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAayIAAK8I
       AAABAEUCAQAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAI4jAAAYCQAAAQAxfwAAAAAA
       //8BADEAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAaiUAAK8IAAABAAAAEiJQAQAAAAD//wEAEiKM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAA
       AAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAFwAAANwmAACvCAAAAQBFAgEAAAAA//8BAEUAjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAAD/JwAAGAkAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAANwp
       AACvCAAAAQAAABIiUAEAAAAA//8BABIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABOKwAArwgAAAEA
       RQIBAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAcSwAABgJAAABADN/AAAAAAD//wEA
       MwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAsAEAALkJ
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAAAQLQAAwAcAAAEAAABdAKoAAAAAAP//AQBdAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAaAAAAlC0AABgJAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAJUAAQAE
       AAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Position of point</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object38" text:anchor-type="as-char" svg:width="2.6516in" svg:height="0.2535in" draw:z-index="7"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mstyle mathvariant="bold">
           <mi mathvariant="normal">r</mi>
          </mstyle>
          <mi mathvariant="italic">OpO</mi>
         </msub>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">(</mo>
           <mrow>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">)</mo>
          </mrow>
          <mo stretchy="false">=</mo>
          <msub>
           <mstyle mathvariant="bold">
            <mi mathvariant="normal">r</mi>
           </mstyle>
           <mi mathvariant="italic">OoO</mi>
          </msub>
         </mrow>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">(</mo>
           <mrow>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>X</mi>
            </msub>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">)</mo>
          </mrow>
          <mo stretchy="false">+</mo>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mrow>
              <mstyle mathvariant="bold">
               <mi mathvariant="normal">A</mi>
              </mstyle>
              <mrow>
               <mo fence="true" form="prefix" stretchy="true">(</mo>
               <mrow>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mrow>
               <mo fence="true" form="postfix" stretchy="true">)</mo>
              </mrow>
             </mrow>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
          </msub>
         </mrow>
         <msub>
          <mstyle mathvariant="bold">
           <mi mathvariant="normal">r</mi>
          </mstyle>
          <mi mathvariant="italic">opo</mi>
         </msub>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">(</mo>
          <mrow>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">)</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{bold nitalic r}_OpO
left({bold nitalic q} right)
=
{bold nitalic r}_OoO left({bold nitalic q}_X right)
+
left[{bold nitalic A left({bold nitalic q}_E right)} right]_Oo
{bold nitalic r}_opo left({bold nitalic q}_X right)
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAU4aAACE
       AgAAxQAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAE0aAACDAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAACnAQAAAQByvAAAAAAA//8BAHIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACAB0AAAA+AQAAEQIAAAMAT3BP7AEAAAAA//8DAE8AcABPAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADRAAAA2gEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAE8DAACnAQAAAQAAACgAYwAAAAAA//8BACgAjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAADTAwAApwEAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAADRAAAA2gEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAANwE
       AACnAQAAAQAAACkAYwAAAAAA//8BACkAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAARQUAAKcBAAAB
       AAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAALgGAACnAQAAAQByvAAAAAAA
       //8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACAB0AAABxBwAAEQIAAAMAT29P7AEAAAAA//8DAE8AbwBP
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADtAAAAHgIA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAJ0JAADcAQAAAQAAACgAcQAAAAAA//8BACgAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAI
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAAhCgAApwEAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAARAsAABECAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAA7QAAAB4CAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAYDAAA3AEA
       AAEAAAApAHEAAAAAAP//AQApAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIEMAACnAQAAAQAAACsA
       UAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAAAYBAABhAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA2Q0AAPcBAAABAAAAWwBnAAAAAAD/
       /wEAWwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAHgOAACnAQAAAQBBMQEAAAAA//8BAEEAjAABAAAA
       AACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAO0AAAAeAgAA//8AAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAaAAAA0A8AANwBAAABAAAAKABxAAAAAAD//wEAKACMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAG8QAACnAQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB3EQAA
       EQIAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAADtAAAAHgIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAADESAADcAQAAAQAAACkA
       cQAAAAAA//8BACkAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAAAYBAABhAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAtRIAAPcBAAABAAAAXQBnAAAAAAD/
       /wEAXQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAB8TAABGAgAAAgBPbzYBAAAAAP//AgBPAG8AjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACRFAAApwEAAAEAcrwAAAAAAP//AQByAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAdAAAAShUAABECAAADAG9wb3wBAAAAAP//AwBvAHAAbwCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA7QAAAB4CAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AADyFgAA3AEAAAEAAAAoAHEAAAAAAP//AQAoAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAkRcAAKcB
       AAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJkYAAARAgAAAQBYmwAAAAAA
       //8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAO0A
       AAAeAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAbRkAANwBAAABAAAAKQBxAAAAAAD//wEAKQCM
       AAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object3" text:anchor-type="as-char" svg:width="1.622in" svg:height="0.2602in" draw:z-index="8"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <msub>
           <mstyle mathvariant="bold">
            <mi mathvariant="normal">r</mi>
           </mstyle>
           <mi mathvariant="italic">opo</mi>
          </msub>
          <mo stretchy="false">=</mo>
          <msubsup>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">A</mi>
             </mstyle>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
           <mi>T</mi>
          </msubsup>
         </mrow>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">(</mo>
          <mrow>
           <mrow>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OpO</mi>
            </msub>
            <mo stretchy="false">−</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OoO</mi>
            </msub>
           </mrow>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">)</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{bold nitalic r}_opo
=
left[{bold nitalic A} right]^T_Oo
left(
{bold nitalic r}_OpO - {bold nitalic r}_OoO
right)


</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAARgQAACV
       AgAAcQAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAABcQAACUAgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGoAAADcAQAAAQByvAAAAAAA//8BAHIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACAB0AAAA+AQAARgIAAAMAb3BvfAEAAAAA//8DAG8AcABvAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAMoCAADcAQAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAANEAAADfAQAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAIgQAANwBAAABAAAAWwBSAAAAAAD//wEAWwCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       AKcEAADcAQAAAQBBMQEAAAAA//8BAEEAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAANEAAADfAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA/wUAANwBAAAB
       AAAAXQBSAAAAAAD//wEAXQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAE4GAAAsAgAAAgBPbzYBAAAA
       AP//AgBPAG8AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABOBgAA7gAAAAEAVI0AAAAAAP//AQBUAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADtAAAAHgIAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAKYHAAARAgAAAQAAACgAcQAAAAAA//8BACgAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAABFCAAA3AEAAAEAcrwAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAdAAAA
       /ggAAEYCAAADAE9wT+wBAAAAAP//AwBPAHAATwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAPCwAA
       3AEAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAZwwAANwBAAABAHK8
       AAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAHQAAADsNAABGAgAAAwBPb0/sAQAAAAD//wMA
       TwBvAE8AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAO0A
       AAAeAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAATA8AABECAAABAAAAKQBxAAAAAAD//wEAKQCM
       AAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">First partial derivatives</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object8" text:anchor-type="as-char" svg:width="1.0638in" svg:height="0.4429in" draw:z-index="20"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">r</mi>
            </mstyle>
            <mi mathvariant="italic">opo</mi>
           </msub>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo stretchy="false">−</mo>
          <msubsup>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">[</mo>
            <mrow>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">A</mi>
             </mstyle>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">]</mo>
           </mrow>
           <mi mathvariant="italic">Oo</mi>
           <mi>T</mi>
          </msubsup>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial {bold nitalic r}_opo}
over
{partial {bold nitalic q}_X}
=
-
left[{bold nitalic A} right]^T_Oo



</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAY4KAABl
       BAAAbAAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAI0KAABkBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACfAAAAcgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAApwEAAHIBAAABAHK8AAAAAAD//wEAcgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAHQAAAHsCAADcAQAAAwBvcG98AQAAAAD//wMAbwBwAG8AjAABAAAAAACLAAEA
       AgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAALAIAABgEAABAAgAAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAA1AAAANMDAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAANwBAADTAwAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD/
       AgAAIgQAAAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAACIEAACwAgAAAQAA
       AD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAYAUAALACAAABAAAAEiJQAQAA
       AAD//wEAEiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       0QAAAN8BAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAC4BgAAsAIAAAEAAABbAFIAAAAAAP//AQBb
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAA
       AAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAPAcAALACAAABAEExAQAAAAD//wEAQQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA0QAAAN8BAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAACUCAAAsAIAAAEAAABdAFIAAAAAAP//AQBdAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAA/ggAAP8CAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP4IAACn
       AQAAAQBUjQAAAAAA//8BAFQAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAA
       AAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object9" text:anchor-type="as-char" svg:width="1.9071in" svg:height="0.478in" draw:z-index="28"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">opo</mi>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msubsup>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">[</mo>
              <mrow>
               <mstyle mathvariant="bold">
                <mi mathvariant="normal">A</mi>
               </mstyle>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">]</mo>
             </mrow>
             <mi mathvariant="italic">Oo</mi>
             <mi>T</mi>
            </msubsup>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
         </mrow>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">(</mo>
          <mrow>
           <mrow>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OpO</mi>
            </msub>
            <mo stretchy="false">−</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OoO</mi>
            </msub>
           </mrow>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">)</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial {bold nitalic r}_opo}
over
{partial {bold nitalic q}_E}
=
{partial left[{bold nitalic A} right]^T_Oo}
over
{partial {bold nitalic q}_E}

left(
{bold nitalic r}_OpO - {bold nitalic r}_OoO
right)


</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAewSAAC9
       BAAAuwAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAOsSAAC8BAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACfAAAA3AEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAApwEAANwBAAABAHK8AAAAAAD//wEAcgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAHQAAAHsCAAAsAgAAAwBvcG98AQAAAAD//wMAbwBwAG8AjAABAAAAAACLAAEA
       AgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAAewIAABgEAACPAgAAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAA7gAAACIEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAPcBAAAiBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD/
       AgAAjAQAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAACIEAAD/AgAAAQAA
       AD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAArwUAANwBAAABAAAAAiLhAAAA
       AAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       0QAAAN8BAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADSBgAA3AEAAAEAAABbAFIAAAAAAP//AQBb
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAA
       AAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAVwcAANwBAAABAEExAQAAAAD//wEAQQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA0QAAAN8BAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAACvCAAA3AEAAAEAAABdAFIAAAAAAP//AQBdAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAA/ggAACwCAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP4IAADu
       AAAAAQBUjQAAAAAA//8BAFQAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAF
       AAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAZwABABAAAACVBQAAewIAAEcKAACPAgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAgwYAACIE
       AAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKYHAAAiBAAAAQBx6wAA
       AAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACvCAAAjAQAAAEARZsAAAAAAP//AQBFAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADtAAAAHgIAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAIsKAAA0AwAAAQAAACgAcQAAAAAA//8BACgAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAPCwAA/wIAAAEAcrwAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAdAAAA
       4wsAAGkDAAADAE9wT+wBAAAAAP//AwBPAHAATwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADZDQAA
       /wIAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAMQ8AAP8CAAABAHK8
       AAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAHQAAAAUQAABpAwAAAwBPb0/sAQAAAAD//wMA
       TwBvAE8AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAO0A
       AAAeAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAFhIAADQDAAABAAAAKQBxAAAAAAD//wEAKQCM
       AAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Second partial derivatives</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object10" text:anchor-type="as-char" svg:width="0.9535in" svg:height="0.4665in" draw:z-index="29"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">r</mi>
            </mstyle>
            <mi mathvariant="italic">opo</mi>
           </msub>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mstyle mathvariant="bold">
          <mn>0</mn>
         </mstyle>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 {bold nitalic r}_opo}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_X}
=
{bold nitalic 0}



</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAXUJAACh
       BAAAZQAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAHQJAACgBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACnAQAAwgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAlQIAAO4AAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAE8DAADCAQAAAQByvAAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0A
       AAAiBAAAEQIAAAMAb3BvfAEAAAAA//8DAG8AcABvAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAF
       AAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAGcAAQAQAAAAhAAAAGECAADIBgAAdQIAAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAJ8AAAAIBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACn
       AQAACAQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAygIAAHIEAAABAFib
       AAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAC5AwAACAQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAwQQAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAOQFAAByBAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAA0gYAAOUCAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEUIAADl
       AgAAAQAw1AAAAAAA//8BADAAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAA
       AAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object12" text:anchor-type="as-char" svg:width="1.4638in" svg:height="0.478in" draw:z-index="30"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">r</mi>
            </mstyle>
            <mi mathvariant="italic">opo</mi>
           </msub>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mrow>
          <mo stretchy="false">−</mo>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msubsup>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">[</mo>
              <mrow>
               <mstyle mathvariant="bold">
                <mi mathvariant="normal">A</mi>
               </mstyle>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">]</mo>
             </mrow>
             <mi mathvariant="italic">Oo</mi>
             <mi>T</mi>
            </msubsup>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 {bold nitalic r}_opo}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
=
-{
{partial left[{bold nitalic A} right]^T_Oo}
over
{partial {bold nitalic q}_E}
}



</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAYYOAAC9
       BAAArQAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAIUOAAC8BAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACNAQAA3AEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAewIAAAkBAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAADQDAADcAQAAAQByvAAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0A
       AAAIBAAALAIAAAMAb3BvfAEAAAAA//8DAG8AcABvAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAF
       AAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAGcAAQAQAAAAhAAAAHsCAACiBgAAjwIAAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAJ8AAAAiBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACn
       AQAAIgQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAygIAAIwEAAABAFib
       AAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAC5AwAAIgQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAwQQAACIEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAOQFAACMBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAuAYAAP8CAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAD1BwAA
       /wIAAAEAAAASIlABAAAAAP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAGgJAADcAQAAAQAA
       AAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAANEAAADfAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAiwoAANwBAAABAAAAWwBSAAAA
       AAD//wEAWwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAA8LAADcAQAAAQBBMQEAAAAA//8BAEEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAANEAAADfAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAAZwwAANwBAAABAAAAXQBSAAAAAAD//wEAXQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAALYMAAAsAgAAAgBPbzYBAAAAAP//AgBPAG8AjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AAC2DAAA7gAAAAEAVI0AAAAAAP//AQBUAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAA
       AAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAGcAAQAQAAAATQkAAHsCAAD/DQAAjwIAAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       AFYKAAAiBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABeCwAAIgQA
       AAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAZwwAAIwEAAABAEWbAAAAAAD/
       /wEARQCMAAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object15" text:anchor-type="as-char" svg:width="2.2764in" svg:height="0.478in" draw:z-index="31"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mfrac>
           <mrow>
            <msup>
             <mo stretchy="false">∂</mo>
             <mn>2</mn>
            </msup>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">opo</mi>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mfrac>
           <mrow>
            <msup>
             <mo stretchy="false">∂</mo>
             <mn>2</mn>
            </msup>
            <msubsup>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">[</mo>
              <mrow>
               <mstyle mathvariant="bold">
                <mi mathvariant="normal">A</mi>
               </mstyle>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">]</mo>
             </mrow>
             <mi mathvariant="italic">Oo</mi>
             <mi>T</mi>
            </msubsup>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
         </mrow>
         <mrow>
          <mo fence="true" form="prefix" stretchy="true">(</mo>
          <mrow>
           <mrow>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OpO</mi>
            </msub>
            <mo stretchy="false">−</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">r</mi>
             </mstyle>
             <mi mathvariant="italic">OoO</mi>
            </msub>
           </mrow>
          </mrow>
          <mo fence="true" form="postfix" stretchy="true">)</mo>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 {bold nitalic r}_opo}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
=
{partial^2 left[{bold nitalic A} right]^T_Oo}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
left(
{bold nitalic r}_OpO - {bold nitalic r}_OoO
right)



</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAZYWAAC9
       BAAA8wAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAJUWAAC8BAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACNAQAA3AEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAewIAAAkBAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAABoDAADcAQAAAQByvAAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0A
       AADtAwAALAIAAAMAb3BvfAEAAAAA//8DAG8AcABvAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAF
       AAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAGcAAQAQAAAAhAAAAHsCAAB8BgAAjwIAAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAJ8AAAAiBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACn
       AQAAIgQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAsAIAAIwEAAABAEWb
       AAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACeAwAAIgQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAApwQAACIEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAK8FAACMBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAnQYAAP8CAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAB6CAAA
       3AEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAaAkAAAkBAAABADJ/
       AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAA0QAAAN8BAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAGCgAA3AEAAAEAAABbAFIAAAAAAP//
       AQBbAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAiwoAANwBAAABAEExAQAAAAD//wEAQQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA0QAAAN8BAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAAD9CwAA3AEAAAEAAABdAFIAAAAAAP//AQBdAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAATQwAACwCAAACAE9vNgEAAAAA//8CAE8AbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAE0M
       AADuAAAAAQBUjQAAAAAA//8BAFQAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQA
       AQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAZwABABAAAAD1BwAAewIAAO0NAACPAgAAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAEAgA
       ACIEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAADMJAAAiBAAAAQBx
       6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA7CgAAjAQAAAEARZsAAAAAAP//AQBF
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAA8LAAAiBAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAI
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAAyDAAAIgQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAOw0AAIwEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAA7QAAAB4CAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAApDgAANAMA
       AAEAAAAoAHEAAAAAAP//AQAoAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAyA4AAP8CAAABAHK8AAAA
       AAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAHQAAAIEPAABpAwAAAwBPcE/sAQAAAAD//wMATwBw
       AE8AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAkhEAAP8CAAABAAAAEiJQAQAAAAD//wEAEiKMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAOoSAAD/AgAAAQByvAAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       AB0AAAC+EwAAaQMAAAMAT29P7AEAAAAA//8DAE8AbwBPAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAADtAAAAHgIAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       ALQVAAA0AwAAAQAAACkAcQAAAAAA//8BACkAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAA
       AAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Least squares</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object4" text:anchor-type="as-char" svg:width="3.411in" svg:height="0.5256in" draw:z-index="9"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mi>s</mi>
          <mo stretchy="false">=</mo>
          <mfrac>
           <mn>1</mn>
           <mn>2</mn>
          </mfrac>
         </mrow>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">(</mo>
           <mrow>
            <mrow>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>x</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>x</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>1</mn>
              </msub>
             </mrow>
             <mrow>
              <msubsup>
               <mi>x</mi>
               <mi mathvariant="italic">opo</mi>
               <mn>2</mn>
              </msubsup>
              <mo stretchy="false">+</mo>
              <mrow>
               <munderover>
                <mo stretchy="false">∑</mo>
                <mrow>
                 <msub>
                  <mi>i</mi>
                  <mi>y</mi>
                 </msub>
                 <mo stretchy="false">=</mo>
                 <mn>1</mn>
                </mrow>
                <msub>
                 <mi>n</mi>
                 <mi>y</mi>
                </msub>
               </munderover>
               <msub>
                <mi>w</mi>
                <mn>2</mn>
               </msub>
              </mrow>
             </mrow>
             <mrow>
              <msubsup>
               <mi>y</mi>
               <mi mathvariant="italic">opo</mi>
               <mn>2</mn>
              </msubsup>
              <mo stretchy="false">+</mo>
              <mrow>
               <munderover>
                <mo stretchy="false">∑</mo>
                <mrow>
                 <msub>
                  <mi>i</mi>
                  <mi>z</mi>
                 </msub>
                 <mo stretchy="false">=</mo>
                 <mn>1</mn>
                </mrow>
                <msub>
                 <mi>n</mi>
                 <mi>z</mi>
                </msub>
               </munderover>
               <msub>
                <mi>w</mi>
                <mn>3</mn>
               </msub>
              </mrow>
             </mrow>
             <msubsup>
              <mi>z</mi>
              <mi mathvariant="italic">opo</mi>
              <mn>2</mn>
             </msubsup>
            </mrow>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">)</mo>
          </mrow>
          <mo stretchy="false">+</mo>
          <msub>
           <mi mathvariant="normal">λ</mi>
           <mi>E</mi>
          </msub>
         </mrow>
         <msub>
          <mi>G</mi>
          <mi>E</mi>
         </msub>
        </mrow>
        <annotation encoding="StarMath 5.0">s
=
1 over 2
left(
sum from i_x=1 to n_x w_1 x^2_opo
+
sum from i_y=1 to n_y w_2 y^2_opo
+
sum from i_z=1 to n_z w_3 z^2_opo
right)
+ %lambda_E G_E
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAdkhAAA3
       BQAAaAEAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAANghAAA2BQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIQAAAA0AwAAAQBzpQAAAAAA//8BAHMA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAAPgEAADQDAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAMoCAAAsAgAAAQAx1AAAAAAA//8BADEAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACwAgAAsAIAAL0DAADEAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAADKAgAAPQQAAAEAMtQAAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAADAUAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       ANMDAAAiBAAAAQAAACgAzQAAAAAA//8BACgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAABoAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAApwQAAGkD
       AAABAAAAESLoAQAAAAD//wEAESKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKcEAACnBAAAAQBpRgAA
       AAAA//8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD2BAAA3AQAAAEAeEMAAAAAAP//AQB4AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA/QAAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAEUFAACnBAAAAQAAAD0AyQAAAAAA//8BAD0AjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAZBgAApwQAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       RQUAACMBAAABAG5/AAAAAAD//wEAbgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAMoFAABYAQAAAQB4
       QwAAAAAA//8BAHgAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAHBwAANAMAAAEAdxoBAAAAAP//AQB3
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAKggAAIQDAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAP4IAAA0AwAAAQB4vAAAAAAA//8BAHgAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACAB0AAADS
       CQAAhAMAAAMAb3BvfAEAAAAA//8DAG8AcABvAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA0gkAAGEC
       AAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3Bl
       blN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABeCwAANAMAAAEAAAArAFAB
       AAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALYMAABpAwAAAQAAABEi6AEAAAAA//8B
       ABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAAC2DAAApwQAAAEAaUYAAAAAAP//AQBpAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAIA0AANwEAAABAHlDAAAAAAD//wEAeQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0AAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AABVDQAApwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAKQ4AAKcE
       AAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAADsNAAAjAQAAAQBufwAAAAAA
       //8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAADZDQAAWAEAAAEAeUMAAAAAAP//AQB5AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAFw8AADQDAAABAHcaAQAAAAD//wEAdwCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAADoQAACEAwAAAQAyfwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAoEQAANAMA
       AAEAebwAAAAAAP//AQB5AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAdAAAA/BEAAIQDAAADAG9wb3wBAAAA
       AP//AwBvAHAAbwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPwRAABhAgAAAQAyfwAAAAAA//8BADIA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAAiRMAADQDAAABAAAAKwBQAQAAAAD//wEAKwCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAGgCAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAADhFAAAaQMAAAEAAAARIugBAAAAAP//AQARIowAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAA4RQAAKcEAAABAGlGAAAAAAD//wEAaQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAADAVAADc
       BAAAAQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAAAAAAAD9AAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAfxUAAKcEAAABAAAAPQDJ
       AAAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAFMWAACnBAAAAQAxfwAAAAAA//8BADEA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAABlFQAAIwEAAAEAbn8AAAAAAP//AQBuAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAABBYAAFgBAAABAHo7AAAAAAD//wEAegCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAACcX
       AAA0AwAAAQB3GgEAAAAA//8BAHcAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABkGAAAhAMAAAEAM38A
       AAAAAP//AQAzAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAHRkAADQDAAABAHqlAAAAAAD//wEAegCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAA
       AAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAHQAAAPEZAACEAwAAAwBvcG98AQAAAAD//wMAbwBwAG8AjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAADxGQAAYQIAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAADAUAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAAGMbAAAiBAAAAQAAACkAzQAAAAAA//8BACkAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAHRwA
       ADQDAAABAAAAKwBQAQAAAAD//wEAKwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAA
       AAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACPHQAANAMAAAEA
       AAC7A+gAAAAAAP//AQC7A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAmB4AAIQDAAABAEWbAAAAAAD/
       /wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAGsfAAA0AwAAAQBHMQEAAAAA//8BAEcAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAADDIAAAhAMAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAlQABAAQAAAAA
       AAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object33" text:anchor-type="as-char" svg:width="3.5165in" svg:height="0.5256in" draw:z-index="32"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mi>s</mi>
          <mo stretchy="false">=</mo>
          <mfrac>
           <mn>1</mn>
           <mn>2</mn>
          </mfrac>
         </mrow>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">(</mo>
           <mrow>
            <mrow>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>x</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>x</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>1</mn>
              </msub>
             </mrow>
             <mrow>
              <msubsup>
               <mi>r</mi>
               <mrow>
                <mi mathvariant="italic">opo</mi>
                <mn>1</mn>
               </mrow>
               <mn>2</mn>
              </msubsup>
              <mo stretchy="false">+</mo>
              <mrow>
               <munderover>
                <mo stretchy="false">∑</mo>
                <mrow>
                 <msub>
                  <mi>i</mi>
                  <mi>y</mi>
                 </msub>
                 <mo stretchy="false">=</mo>
                 <mn>1</mn>
                </mrow>
                <msub>
                 <mi>n</mi>
                 <mi>y</mi>
                </msub>
               </munderover>
               <msub>
                <mi>w</mi>
                <mn>2</mn>
               </msub>
              </mrow>
             </mrow>
             <mrow>
              <msubsup>
               <mi>r</mi>
               <mrow>
                <mi mathvariant="italic">opo</mi>
                <mn>2</mn>
               </mrow>
               <mn>2</mn>
              </msubsup>
              <mo stretchy="false">+</mo>
              <mrow>
               <munderover>
                <mo stretchy="false">∑</mo>
                <mrow>
                 <msub>
                  <mi>i</mi>
                  <mi>z</mi>
                 </msub>
                 <mo stretchy="false">=</mo>
                 <mn>1</mn>
                </mrow>
                <msub>
                 <mi>n</mi>
                 <mi>z</mi>
                </msub>
               </munderover>
               <msub>
                <mi>w</mi>
                <mn>3</mn>
               </msub>
              </mrow>
             </mrow>
             <msubsup>
              <mi>r</mi>
              <mrow>
               <mi mathvariant="italic">opo</mi>
               <mn>3</mn>
              </mrow>
              <mn>2</mn>
             </msubsup>
            </mrow>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">)</mo>
          </mrow>
          <mo stretchy="false">+</mo>
          <msub>
           <mi mathvariant="normal">λ</mi>
           <mi>E</mi>
          </msub>
         </mrow>
         <msub>
          <mi>G</mi>
          <mi>E</mi>
         </msub>
        </mrow>
        <annotation encoding="StarMath 5.0">s
=
1 over 2
left(
sum from i_x=1 to n_x w_1 r^2_opo1
+
sum from i_y=1 to n_y w_2 r^2_opo2
+
sum from i_z=1 to n_z w_3 r^2_opo3
right)
+ %lambda_E G_E
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAeQiAAA3
       BQAAaAEAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAOMiAAA2BQAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIQAAAA0AwAAAQBzpQAAAAAA//8BAHMA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAAPgEAADQDAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAMoCAAAsAgAAAQAx1AAAAAAA//8BADEAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACwAgAAsAIAAL0DAADEAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAADKAgAAPQQAAAEAMtQAAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAADAUAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       ANMDAAAiBAAAAQAAACgAzQAAAAAA//8BACgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAABoAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAApwQAAGkD
       AAABAAAAESLoAQAAAAD//wEAESKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKcEAACnBAAAAQBpRgAA
       AAAA//8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD2BAAA3AQAAAEAeEMAAAAAAP//AQB4AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA/QAAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAEUFAACnBAAAAQAAAD0AyQAAAAAA//8BAD0AjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAZBgAApwQAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       RQUAACMBAAABAG5/AAAAAAD//wEAbgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAMoFAABYAQAAAQB4
       QwAAAAAA//8BAHgAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAHBwAANAMAAAEAdxoBAAAAAP//AQB3
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAKggAAIQDAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAOMIAAA0AwAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAAAACd
       CQAAhAMAAAQAb3BvMfsBAAAAAP//BABvAHAAbwAxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAtwkA
       AGECAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACuCwAANAMAAAEAAAAr
       AFABAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAAYNAABpAwAAAQAAABEi6AEAAAAA
       //8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAAGDQAApwQAAAEAaUYAAAAAAP//AQBpAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAcA0AANwEAAABAHlDAAAAAAD//wEAeQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0AAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAAC/DQAApwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAkw4A
       AKcEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKUNAAAjAQAAAQBufwAA
       AAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAApDgAAWAEAAAEAeUMAAAAAAP//AQB5AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAA
       AAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAZg8AADQDAAABAHcaAQAAAAD//wEAdwCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAKQQAACEAwAAAQAyfwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABdEQAA
       NAMAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAAFhIAAIQDAAAEAG9wbzL7
       AQAAAAD//wQAbwBwAG8AMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAABYSAABhAgAAAQAyfwAAAAAA
       //8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAJxQAADQDAAABAAAAKwBQAQAAAAD//wEAKwCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAGgCAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAAB/FQAAaQMAAAEAAAARIugBAAAAAP//AQARIowAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAfxUAAKcEAAABAGlGAAAAAAD//wEAaQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       AM8VAADcBAAAAQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAAD9AAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAHhYAAKcEAAAB
       AAAAPQDJAAAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPIWAACnBAAAAQAxfwAAAAAA
       //8BADEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAAEFgAAIwEAAAEAbn8AAAAAAP//AQBuAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAohYAAFgBAAABAHo7AAAAAAD//wEAegCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAMUXAAA0AwAAAQB3GgEAAAAA//8BAHcAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAADGQAAhAMA
       AAEAM38AAAAAAP//AQAzAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAvBkAADQDAAABAHKlAAAAAAD/
       /wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAIAAAAHUaAACEAwAABABvcG8z+wEAAAAA//8EAG8AcABv
       ADMAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAAB1GgAAYQIAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAADAUAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAGwcAAAiBAAAAQAAACkAzQAAAAAA//8BACkAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAAJR0AADQDAAABAAAAKwBQAQAAAAD//wEAKwCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACY
       HgAANAMAAAEAAAC7A+gAAAAAAP//AQC7A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAoB8AAIQDAAAB
       AEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHQgAAA0AwAAAQBHMQEAAAAA//8B
       AEcAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAADMIQAAhAMAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAA
       lQABAAQAAAAAAAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Minimization</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object5" text:anchor-type="as-char" svg:width="4.5016in" svg:height="0.478in" draw:z-index="10"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <mi>s</mi>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>X</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>x</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>x</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>1</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>1</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>1</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>X</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>y</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>y</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>2</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>2</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>2</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>X</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>z</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>z</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>3</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>3</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>3</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>X</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mstyle mathvariant="bold">
           <mn>0</mn>
          </mstyle>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial s}
over
{partial {bold nitalic q}_X}
=
sum from i_x=1 to n_x w_1 r_opo1
{partial r_opo1}
over
{partial {bold nitalic q}_X}
+
sum from i_y=1 to n_y w_2 r_opo2
{partial r_opo2}
over
{partial {bold nitalic q}_X}
+
sum from i_z=1 to n_z w_3 r_opo3
{partial r_opo3}
over
{partial {bold nitalic q}_X}

={bold 0}

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAaksAAC+
       BAAA1wEAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAKgsAAC9BAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAjAQAA9wEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAARgIAAPcBAAABAHOlAAAAAAD//wEAcwCMAAEAAAAA
       AIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAIQAAABhAgAApAMAAHUC
       AACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAACfAAAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAA
       CAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAApwEAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAALACAAByBAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAuQMAAOUC
       AAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAGgCAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAQBQAAGgMAAAEAAAAR
       IugBAAAAAP//AQARIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAEAUAAFcEAAABAGlGAAAAAAD//wEA
       aQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAA
       AAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAGAFAACnBAAAAQB4QwAAAAAA//8BAHgAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAAD9AAAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAArwUAAFcEAAABAAAAPQDJAAAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAIMGAABXBAAAAQAxfwAAAAAA//8BADEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACvBQAA7gAA
       AAEAbn8AAAAAAP//AQBuAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAANAYAACMBAAABAHhDAAAAAAD/
       /wEAeACMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAHEHAADlAgAAAQB3GgEAAAAA//8BAHcAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAACUCAAATwMAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAATQkAAOUCAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAACEKAABPAwAA
       BABvcG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAZwwAAMIBAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIoNAADCAQAAAQBypQAAAAAA
       //8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACACAAAABDDgAAEQIAAAQAb3BvMfsBAAAAAP//BABvAHAA
       bwAxAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAATQwA
       AGECAABYEAAAdQIAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAANEMAAAIBAAAAQAAAAIi4QAAAAAA
       //8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAD0DQAACAQAAAEAcesAAAAAAP//AQBxAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAA/A4AAHIEAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAABvEAAA5QIAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAOER
       AAAaAwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADHEQAAVwQAAAEA
       aUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAMRIAAKcEAAABAHlDAAAAAAD//wEA
       eQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0A
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAACAEgAAVwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAVBMAAFcEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAGYSAADuAAAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAEEwAAIwEA
       AAEAeUMAAAAAAP//AQB5AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAJxQAAOUCAAABAHcaAQAAAAD/
       /wEAdwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAGUVAABPAwAAAQAyfwAAAAAA//8BADIAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAAeFgAA5QIAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAg
       AAAA1xYAAE8DAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8AMgCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AAA4GQAAwgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAWxoAAMIB
       AAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAABQbAAARAgAABABvcG8y+wEA
       AAAA//8EAG8AcABvADIAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAA
       AAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       ZwABABAAAAAdGQAAYQIAAC0dAAB1AgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAvBkAAAgEAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAMUaAAAIBAAAAQBx6wAAAAAA
       //8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAADoGwAAcgQAAAEAWJsAAAAAAP//AQBYAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAFodAADlAgAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAABoAgAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAsh4AABoDAAABAAAAESLoAQAAAAD//wEAESKMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       ALIeAABXBAAAAQBpRgAAAAAA//8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAACHwAApwQAAAEA
       ejsAAAAAAP//AQB6AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAA/QAAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFEfAABXBAAAAQAAAD0AyQAAAAAA
       //8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAAlIAAAVwQAAAEAMX8AAAAAAP//AQAxAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAANh8AAO4AAAABAG5/AAAAAAD//wEAbgCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAANUfAAAjAQAAAQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD4IAAA5QIA
       AAEAdxoBAAAAAP//AQB3AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAANiIAAE8DAAABADN/AAAAAAD/
       /wEAMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAANQiAADlAgAAAQBypQAAAAAA//8BAHIAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACACAAAACoIwAATwMAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAO4lAADCAQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAARJwAAwgEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAA5ScAABEC
       AAAEAG9wbzP7AQAAAAD//wQAbwBwAG8AMwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAA
       AAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAABnAAEAEAAAAO4lAABhAgAA+ikAAHUCAACMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AABzJgAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAeycAAAgE
       AAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJ4oAAByBAAAAQBYmwAAAAAA
       //8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAESoAAOUCAAABAAAAPQBQAQAAAAD//wEAPQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAA
       AAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAFwAAAGkrAADlAgAAAQAw1AAAAAAA//8BADAAjAABAAAAAACVAAEA
       BAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object34" text:anchor-type="as-char" svg:width="5.1665in" svg:height="0.478in" draw:z-index="27"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <mi>s</mi>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>x</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>x</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>1</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>1</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>1</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>y</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>y</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>2</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>2</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>2</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>z</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>z</mi>
            </msub>
           </munderover>
           <msub>
            <mi>w</mi>
            <mn>3</mn>
           </msub>
          </mrow>
         </mrow>
         <msub>
          <mi>r</mi>
          <mrow>
           <mi mathvariant="italic">opo</mi>
           <mn>3</mn>
          </mrow>
         </msub>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>r</mi>
             <mrow>
              <mi mathvariant="italic">opo</mi>
              <mn>3</mn>
             </mrow>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">+</mo>
          <msub>
           <mi mathvariant="normal">λ</mi>
           <mi>E</mi>
          </msub>
         </mrow>
         <mrow>
          <mfrac>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mi>G</mi>
             <mi>E</mi>
            </msub>
           </mrow>
           <mrow>
            <mo stretchy="false">∂</mo>
            <msub>
             <mstyle mathvariant="bold">
              <mi mathvariant="normal">q</mi>
             </mstyle>
             <mi>E</mi>
            </msub>
           </mrow>
          </mfrac>
          <mo stretchy="false">=</mo>
          <mstyle mathvariant="bold">
           <mn>0</mn>
          </mstyle>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial s}
over
{partial {bold nitalic q}_E}
=
sum from i_x=1 to n_x w_1 r_opo1
{partial r_opo1}
over
{partial {bold nitalic q}_E}
+
sum from i_y=1 to n_y w_2 r_opo2
{partial r_opo2}
over
{partial {bold nitalic q}_E}
+
sum from i_z=1 to n_z w_3 r_opo3
{partial r_opo3}
over
{partial {bold nitalic q}_E}
+ %lambda_E
{partial G_E}
over
{partial {bold nitalic q}_E}
={bold 0}

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAUQzAAC+
       BAAAHwIAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAEMzAAC9BAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAJAQAA9wEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAALAIAAPcBAAABAHOlAAAAAAD//wEAcwCMAAEAAAAA
       AIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAIQAAABhAgAAfgMAAHUC
       AACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAACfAAAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAA
       CAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAApwEAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAALACAAByBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAngMAAOUC
       AAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAGgCAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAD2BAAAGgMAAAEAAAAR
       IugBAAAAAP//AQARIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA9gQAAFcEAAABAGlGAAAAAAD//wEA
       aQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAA
       AAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAEUFAACnBAAAAQB4QwAAAAAA//8BAHgAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAAD9AAAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAlQUAAFcEAAABAAAAPQDJAAAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAGgGAABXBAAAAQAxfwAAAAAA//8BADEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB6BQAA7gAA
       AAEAbn8AAAAAAP//AQBuAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAGQYAACMBAAABAHhDAAAAAAD/
       /wEAeACMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAADwHAADlAgAAAQB3GgEAAAAA//8BAHcAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAB6CAAATwMAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAMwkAAOUCAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAOwJAABPAwAA
       BABvcG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAATQwAAMIBAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAFUNAADCAQAAAQBypQAAAAAA
       //8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACACAAAAApDgAAEQIAAAQAb3BvMfsBAAAAAP//BABvAHAA
       bwAxAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAAMgwA
       AGECAAA9EAAAdQIAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAANEMAAAIBAAAAQAAAAIi4QAAAAAA
       //8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAADZDQAACAQAAAEAcesAAAAAAP//AQBxAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAA4g4AAHIEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAABUEAAA5QIAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAKwR
       AAAaAwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACsEQAAVwQAAAEA
       aUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAFhIAAKcEAAABAHlDAAAAAAD//wEA
       eQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0A
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAABmEgAAVwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAHxMAAFcEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAADESAADuAAAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADPEgAAIwEA
       AAEAeUMAAAAAAP//AQB5AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAADRQAAOUCAAABAHcaAQAAAAD/
       /wEAdwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAEoVAABPAwAAAQAyfwAAAAAA//8BADIAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAAEFgAA5QIAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAg
       AAAAvRYAAE8DAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8AMgCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AAAdGQAAwgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAJhoAAMIB
       AAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAPoaAAARAgAABABvcG8y+wEA
       AAAA//8EAG8AcABvADIAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAA
       AAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       ZwABABAAAAADGQAAYQIAABMdAAB1AgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAohkAAAgEAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKoaAAAIBAAAAQBx6wAAAAAA
       //8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAACzGwAAcgQAAAEARZsAAAAAAP//AQBFAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAACUdAADlAgAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAABoAgAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAfR4AABoDAAABAAAAESLoAQAAAAD//wEAESKMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       AH0eAABXBAAAAQBpRgAAAAAA//8BAGkAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADnHgAApwQAAAEA
       ejsAAAAAAP//AQB6AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAA/QAAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAABwfAABXBAAAAQAAAD0AyQAAAAAA
       //8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAADwHwAAVwQAAAEAMX8AAAAAAP//AQAxAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAHB8AAO4AAAABAG5/AAAAAAD//wEAbgCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKAfAAAjAQAAAQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADeIAAA5QIA
       AAEAdxoBAAAAAP//AQB3AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAASIAAE8DAAABADN/AAAAAAD/
       /wEAMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       pwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAALoiAADlAgAAAQBypQAAAAAA//8BAHIAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACACAAAACOIwAATwMAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAANQlAADCAQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAD3JgAAwgEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAAsCcAABEC
       AAAEAG9wbzP7AQAAAAD//wQAbwBwAG8AMwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAA
       AAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAABnAAEAEAAAALklAABhAgAAxSkAAHUCAACMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AABYJgAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAeycAAAgE
       AAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIQoAAByBAAAAQBFmwAAAAAA
       //8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA3CkAAOUCAAABAAAAKwBQAQAAAAD//wEAKwCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAABOKwAA5QIAAAEAAAC7A+gAAAAAAP//AQC7A4wAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAVywAAE8DAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AABfLQAAwgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAA
       AwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAaC4AAMIB
       AAABAEcxAQAAAAD//wEARwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAMAvAAARAgAAAQBFmwAAAAAA
       //8BAEUAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAABF
       LQAAYQIAAIowAAB1AgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAei0AAAgEAAABAAAAAiLhAAAA
       AAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJ0uAAAIBAAAAQBx6wAAAAAA//8BAHEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAClLwAAcgQAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAK4wAADlAgAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAG
       MgAA5QIAAAEAMNQAAAAAAP//AQAwAIwAAQAAAAAAlQABAAQAAAAAAAAAlgABAAIAAAAJAIwA
       AQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><text:soft-page-break/><draw:frame draw:style-name="fr1" draw:name="Object7" text:anchor-type="as-char" svg:width="0.9701in" svg:height="0.3945in" draw:z-index="15"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <mo stretchy="false">∂</mo>
           <mi>s</mi>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi mathvariant="normal">λ</mi>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <msub>
          <mi>G</mi>
          <mi>E</mi>
         </msub>
         <mo stretchy="false">=</mo>
         <mn>0</mn>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial s}
over
{partial %lambda_E}
=
G_E
=0

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAaAJAADq
       AwAAVwAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAJ8JAADpAwAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAJAQAAcgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAARgIAAHIBAAABAHOlAAAAAAD//wEAcwCMAAEAAAAA
       AIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAIQAAAD3AQAAiAMAAAsC
       AACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAACfAAAATwMAAAEAAAACIuEAAAAAAP//AQACIowAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAKcBAABPAwAAAQAAALsD6AAAAAAA//8BALsDjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAC
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAACwAgAAuQMAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAJ4D
       AABhAgAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD2BAAAYQIAAAEA
       RzEBAAAAAP//AQBHAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAATgYAAMoCAAABAEWbAAAAAAD//wEA
       RQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABoAAAAHBwAAYQIAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAXwgAAGECAAABADDUAAAAAAD//wEAMACMAAEAAAAAAJUAAQAEAAAA
       AAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Newton-Raphson method</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object29" text:anchor-type="as-char" svg:width="3.722in" svg:height="1.5071in" draw:z-index="21"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">[</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">]</mo>
          </mrow>
          <mi>i</mi>
         </msub>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">{</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mi mathvariant="normal">λ</mi>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">}</mo>
          </mrow>
          <mo stretchy="false">=</mo>
          <mrow>
           <mo stretchy="false">−</mo>
           <msub>
            <mrow>
             <mo fence="true" form="prefix" stretchy="true">{</mo>
             <mrow>
              <mtable>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>X</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mi mathvariant="normal">λ</mi>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
              </mtable>
             </mrow>
             <mo fence="true" form="postfix" stretchy="true">}</mo>
            </mrow>
            <mi>i</mi>
           </msub>
          </mrow>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">left[
matrix
{
{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_X}
#
{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
#
{partial^2 s}
over
{partial {bold nitalic q}_X partial %lambda_E}
##
{partial^2 s}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_X}
#
{partial^2 s}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
#
{partial^2 s}
over
{partial {bold nitalic q}_E partial %lambda_E}
##
{partial^2 s}
over
{partial %lambda_E partial {bold nitalic q}_X}
#
{partial^2 s}
over
{partial %lambda_E partial {bold nitalic q}_E}
#
{partial^2 s}
over
{partial %lambda_E partial %lambda_E}
}
right]_i

left lbrace
matrix
{
%DELTA{bold nitalic q}_X
##
%DELTA{bold nitalic q}_E
##
%DELTA%lambda_E
}
right rbrace

=
-
left lbrace
matrix
{
{partial s}
over
{partial {bold nitalic q}_X}
##
{partial s}
over
{partial {bold nitalic q}_E}
##
{partial s}
over
{partial %lambda_E}
}
right rbrace_i
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAe4kAAD0
       DgAAmQMAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAO0kAADzDgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAsAEAAPcOAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAA4wsAAAEAAABbAKoAAAAAAP//
       AQBbAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAADQDAACVAgAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAAiBAAAwgEAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAA3AQAAJUCAAABAHOlAAAAAAD//wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAA
       AAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAABnAAEAEAAAAD4BAAD/AgAAfwcAABMDAACMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAABYAQAApwQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAYQIA
       AKcEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIQDAAD2BAAAAQBYmwAA
       AAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAcgQAAKcEAAABAAAAAiLhAAAAAAD//wEA
       AiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEA
       AAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAHoFAACnBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAACdBgAA9gQAAAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       APUKAACVAgAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADjCwAAwgEA
       AAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAtgwAAJUCAAABAHOlAAAAAAD/
       /wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAABgJ
       AAD/AgAAMw8AABMDAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAzCQAApwQAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAVgoAAKcEAAABAHHrAAAAAAD//wEAcQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAF4LAAD2BAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAATQwAAKcEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHAN
       AACnBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB4DgAA9gQAAAEARZsA
       AAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAM8SAACVAgAAAQAAAAIi4QAAAAAA//8B
       AAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAAC+EwAAwgEAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAdxQAAJUCAAABAHOlAAAAAAD//wEAcwCMAAEAAAAAAIsAAQACAAAAHwCF
       AAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAA
       AAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAANkQAAD/AgAA/hYAABMDAACMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAADzEAAApwQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAFhIAAKcEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAB8TAAD2BAAA
       AQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAJxQAAKcEAAABAAAAAiLhAAAA
       AAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAwFQAApwQAAAEAAAC7A+gAAAAAAP//AQC7
       A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAORYAAPYEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAA0AwAABwcAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAIgQAADQGAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAANwEAAAHBwAA
       AQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAA
       AAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       ZwABABAAAAA+AQAAiwcAAFkHAACfBwAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAWAEAABgJAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhv
       cm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHsCAAAYCQAAAQBx6wAAAAAA
       //8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAACEAwAAggkAAAEARZsAAAAAAP//AQBFAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAFcEAAAYCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAAB6BQAAGAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAgwYA
       AIIJAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAD1CgAABwcAAAEAAAAC
       IuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRh
       bGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA4wsAADQGAAABADJ/AAAAAAD//wEA
       MgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEA
       AAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAALYMAAAHBwAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACL
       AAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3Bl
       blN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAAAzCQAAiwcAACgPAACfBwAA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAATQkAABgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAFYKAAAYCQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AABeCwAAggkAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAE0MAAAYCQAA
       AQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABVDQAAGAkAAAEAcesAAAAA
       AP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAXg4AAIIJAAABAEWbAAAAAAD//wEARQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABoAAADPEgAABwcAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAAvhMAADQGAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHcU
       AAAHBwAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQA
       AQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAZwABABAAAADzEAAAiwcAAPIWAACfBwAAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAADhEA
       ABgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAABYSAAAYCQAAAQBx
       6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA5EwAAggkAAAEARZsAAAAAAP//AQBF
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAA0UAAAYCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAA
       AACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAaAAAAMBUAABgJAAABAAAAuwPoAAAAAAD//wEAuwOMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAADkWAACCCQAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAANAMA
       AJMLAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAACIEAADACgAAAQAy
       fwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADcBAAAkwsAAAEAc6UAAAAAAP//AQBz
       AIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAAPgEAAP0L
       AABjBwAAEQwAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFgBAAClDQAAAQAAAAIi4QAAAAAA//8B
       AAIijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAewIAAKUNAAABAAAAuwPoAAAAAAD//wEAuwOMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAIQDAAAODgAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAAVwQAAKUNAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHoF
       AAClDQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACDBgAADg4AAAEAWJsA
       AAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAPUKAACTCwAAAQAAAAIi4QAAAAAA//8B
       AAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAADjCwAAwAoAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAA
       AAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAtgwAAJMLAAABAHOlAAAAAAD//wEAcwCMAAEAAAAAAIsAAQACAAAAHwCF
       AAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAA
       AAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAADMJAAD9CwAAMg8AABEMAACMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAABNCQAApQ0AAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAAFYKAAClDQAAAQAAALsD6AAAAAAA//8BALsDjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB5CwAA
       Dg4AAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAE0MAAClDQAAAQAAAAIi
       4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABVDQAApQ0AAAEAcesAAAAAAP//AQBx
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAeA4AAA4OAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAADPEgAAkwsAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAvhMAAMAKAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHcUAACTCwAA
       AQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAA
       AAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       ZwABABAAAADzEAAA/QsAAPwWAAARDAAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAADhEAAHANAAAB
       AAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3Bl
       blN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAxEgAAcA0AAAEAAAC7A+gA
       AAAAAP//AQC7A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAORMAANkNAAABAEWbAAAAAAD//wEARQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAAANFAAAcA0AAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAADAVAABwDQAAAQAAALsD6AAAAAAA//8BALsDjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAA5FgAA2Q0AAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAACwAQAA9w4AAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAACcXAADj
       CwAAAQAAAF0AqgAAAAAA//8BAF0AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADFFwAA9A0AAAEAaUYA
       AAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AACwAQAA6AYAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAC8YAAC3CQAAAQAAAHsA5gAAAAAA//8B
       AHsAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAAxkAAP8FAAABAAAAlAMpAQAAAAD//wEAlAOMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAFsaAAD/BQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAB+GwAAaAYAAAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAAMZAABF
       CAAAAQAAAJQDKQEAAAAA//8BAJQDjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB1GgAARQgAAAEAcesA
       AAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAfhsAAJQIAAABAEWbAAAAAAD//wEARQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAAADGQAAOwoAAAEAAACUAykBAAAAAP//AQCUA4wAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAHUaAAA7CgAAAQAAALsD6AAAAAAA//8BALsDjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAB+GwAApQoAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAACwAQAA6AYAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFIcAAC3
       CQAAAQAAAH0A5gAAAAAA//8BAH0AjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAK
       AE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA8BwAAPUHAAABAAAA
       PQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAuHgAA9QcAAAEAAAASIlABAAAA
       AP//AQASIowAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACw
       AQAAwQ0AAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIYfAACuCwAAAQAAAHsA5gAAAAAA//8BAHsA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAA+CAAAOUCAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAABsiAADlAgAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAABZIAAATwMAAHkjAABjAwAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAdCAAAPYEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAH0hAAD2BAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACgIgAAYAUA
       AAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAPggAAA8BwAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAbIgAAPAcAAAEAc6UAAAAAAP//AQBzAIwA
       AQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYA
       AAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAAWSAAAKYHAABT
       IwAAugcAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAA
       AAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAHQgAABNCQAAAQAAAAIi4QAAAAAA//8BAAIi
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAA
       AAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAACXIQAATQkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAAoCIAAJ0JAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAD4
       IAAAeQsAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAGyIAAHkLAAAB
       AHOlAAAAAAD//wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAA
       AAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABn
       AAEAEAAAAFkgAADjCwAAXSMAAPcLAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAA
       AAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAB0IAAAVQ0AAAEA
       AAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAJchAABVDQAAAQAAALsD6AAA
       AAAA//8BALsDjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACgIgAAvw0AAAEARZsAAAAAAP//AQBFAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAAwQ0AAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAI4jAACuCwAAAQAAAH0A5gAAAAAA//8BAH0AjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAsJAAApQ0AAAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAlQABAAQAAAAAAAAA
       lgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">New guess</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object32" text:anchor-type="as-char" svg:width="1.7244in" svg:height="0.7134in" draw:z-index="22"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">{</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>X</mi>
               </msub>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>E</mi>
               </msub>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <msub>
                <mi mathvariant="normal">λ</mi>
                <mi>E</mi>
               </msub>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">}</mo>
          </mrow>
          <mrow>
           <mi>i</mi>
           <mo stretchy="false">+</mo>
           <mn>1</mn>
          </mrow>
         </msub>
         <mo stretchy="false">=</mo>
         <mrow>
          <msub>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">{</mo>
            <mrow>
             <mtable>
              <mtr>
               <mtd>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mtd>
              </mtr>
              <mtr>
               <mtd>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mtd>
              </mtr>
              <mtr>
               <mtd>
                <msub>
                 <mi mathvariant="normal">λ</mi>
                 <mi>E</mi>
                </msub>
               </mtd>
              </mtr>
             </mtable>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">}</mo>
           </mrow>
           <mi>i</mi>
          </msub>
          <mo stretchy="false">+</mo>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">{</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mi mathvariant="normal">λ</mi>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">}</mo>
          </mrow>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">left lbrace
matrix
{
{bold nitalic q}_X
##
{bold nitalic q}_E
##
%lambda_E
}
right rbrace_{i+1}

=
left lbrace
matrix
{
{bold nitalic q}_X
##
{bold nitalic q}_E
##
%lambda_E
}
right rbrace_i
+
left lbrace
matrix
{
%DELTA{bold nitalic q}_X
##
%DELTA{bold nitalic q}_E
##
%DELTA%lambda_E
}
right rbrace</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAARsRAAAT
       BwAA7wAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAABoRAAASBwAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAsAEAAOgGAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAAlQUAAAEAAAB7AOYAAAAAAP//
       AQB7AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAIwEAAPcBAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAEYCAABhAgAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AAA+AQAAIgQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAARgIAAIwEAAAB
       AEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAA+AQAANAYAAAEAAAC7A+gAAAAA
       AP//AQC7A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAARgIAAIMGAAABAEWbAAAAAAD//wEARQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAOgGAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABoAAAAaAwAAlQUAAAEAAAB9AOYAAAAAAP//AQB9AIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAAuQMAAIMGAAABAGlGAAAAAAD//wEAaQCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       PAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0AAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAI
       BAAAgwYAAAEAAAArAMkAAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA3AQAAIMGAAAB
       ADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABgBQAA7QMAAAEAAAA9AFABAAAA
       AP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACw
       AQAA6AYAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALgGAACVBQAAAQAAAHsA5gAAAAAA//8BAHsA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAA
       AAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAABxBwAA9wEAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAAlAgAAGECAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIsH
       AAAiBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACUCAAAjAQAAAEARZsA
       AAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIsHAAA0BgAAAQAAALsD6AAAAAAA//8B
       ALsDjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0A
       AAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAcgACABcAAACUCAAAgwYAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAA6AYAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAGgJAACVBQAAAQAAAH0A5gAAAAAA//8BAH0AjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAAGCgAAgwYAAAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAHAKAADt
       AwAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAK
       AE9wZW5TeW1ib2wAALABAADoBgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAArgsAAJUFAAABAAAA
       ewDmAAAAAAD//wEAewCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACBDAAA9wEAAAEAAACUAykBAAAA
       AP//AQCUA4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA2Q0AAPcBAAABAHHrAAAAAAD//wEAcQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAPwOAABhAgAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAAnAwAACIEAAABAAAAlAMpAQAAAAD//wEAlAOMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPQN
       AAAiBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD8DgAAjAQAAAEARZsA
       AAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAJwMAAA0BgAAAQAAAJQDKQEAAAAA//8B
       AJQDjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAA9A0AADQGAAABAAAAuwPoAAAAAAD//wEAuwOMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAPwOAACDBgAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADoBgAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAA0A8AAJUFAAABAAAAfQDmAAAAAAD//wEAfQCMAAEAAAAAAJUAAQAEAAAAAAAAAJYA
       AQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Second partial derivatives</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object13" text:anchor-type="as-char" svg:width="5.4547in" svg:height="0.4917in" draw:z-index="23"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <mi>s</mi>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mrow>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>x</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>x</mi>
            </msub>
           </munderover>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">(</mo>
            <mrow>
             <mrow>
              <msub>
               <mi>w</mi>
               <mn>1</mn>
              </msub>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>1</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>1</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
             </mrow>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">)</mo>
           </mrow>
          </mrow>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>y</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>y</mi>
            </msub>
           </munderover>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">(</mo>
            <mrow>
             <mrow>
              <msub>
               <mi>w</mi>
               <mn>2</mn>
              </msub>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>2</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>2</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
             </mrow>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">)</mo>
           </mrow>
          </mrow>
          <mo stretchy="false">+</mo>
          <mrow>
           <munderover>
            <mo stretchy="false">∑</mo>
            <mrow>
             <msub>
              <mi>i</mi>
              <mi>z</mi>
             </msub>
             <mo stretchy="false">=</mo>
             <mn>1</mn>
            </mrow>
            <msub>
             <mi>n</mi>
             <mi>z</mi>
            </msub>
           </munderover>
           <mrow>
            <mo fence="true" form="prefix" stretchy="true">(</mo>
            <mrow>
             <mrow>
              <msub>
               <mi>w</mi>
               <mn>3</mn>
              </msub>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>3</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
              <mfrac>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>3</mn>
                 </mrow>
                </msub>
               </mrow>
               <mrow>
                <mo stretchy="false">∂</mo>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mfrac>
             </mrow>
            </mrow>
            <mo fence="true" form="postfix" stretchy="true">)</mo>
           </mrow>
          </mrow>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_X}
=
sum from i_x=1 to n_x  
left(
w_1
{partial r_opo1}
over
{partial {bold nitalic q}_X}
{partial r_opo1}
over
{partial {bold nitalic q}_X}
right)+
sum from i_y=1 to n_y 
left(
w_2
{partial r_opo2}
over
{partial {bold nitalic q}_X}
{partial r_opo2}
over
{partial {bold nitalic q}_X}
right)
+
sum from i_z=1 to n_z 
left(
w_3
{partial r_opo3}
over
{partial {bold nitalic q}_X}
{partial r_opo3}
over
{partial {bold nitalic q}_X}
right)


</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAR82AADg
       BAAAfgIAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAB42AADfBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABhAgAA9wEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAATwMAACMBAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAACIEAAD3AQAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAAYQIAAMUGAAB1AgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAAAgEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKcBAAAIBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACwAgAAcgQA
       AAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALkDAAAIBAAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADBBAAACAQAAAEAcesAAAAAAP//AQBxAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAA5AUAAHIEAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABoAAADSBgAA5QIAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       AEUIAAAaAwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAqCAAAVwQA
       AAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAlAgAAKcEAAABAHhDAAAAAAD/
       /wEAeACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAA
       AP0AAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABoAAADjCAAAVwQAAAEAAAA9AMkAAAAAAP//AQA9AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAtwkAAFcEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAMkIAADuAAAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABNCQAA
       IwEAAAEAeEMAAAAAAP//AQB4AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAACwAQAArAQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFYKAADTAwAAAQAAACgA
       zQAAAAAA//8BACgAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABECwAA5QIAAAEAdxoBAAAAAP//AQB3
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAZwwAAE8DAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAA7DQAAwgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAXg4AAMIBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAADEPAAARAgAA
       BABvcG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAA
       AYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAZwABABAAAAAgDQAAYQIAACsRAAB1AgAAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       vw0AAAgEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAMgOAAAIBAAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADrDwAAcgQAAAEAWJsAAAAAAP//
       AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAKwRAADCAQAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAADPEgAAwgEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAgAAAAiRMAABECAAAEAG9wbzH7AQAAAAD//wQAbwBwAG8AMQCMAAEAAAAAAIsAAQACAAAA
       HwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAJIRAABhAgAAnRUAAHUCAACMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAAAWEgAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAORMAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEIUAABy
       BAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAALABAACsBAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAtBUAANMDAAABAAAAKQDN
       AAAAAAD//wEAKQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABtFgAA5QIAAAEAAAArAFABAAAAAP//
       AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       aAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAMUXAAAaAwAAAQAAABEi6AEAAAAA//8BABEijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAADFFwAAVwQAAAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAALxgAAKcEAAABAHlDAAAAAAD//wEAeQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0AAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAB/GAAA
       VwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAOBkAAFcEAAABADF/
       AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGQYAADuAAAAAQBufwAAAAAA//8BAG4A
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAADoGAAAIwEAAAEAeUMAAAAAAP//AQB5AIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAArAQAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAAPEZAADTAwAAAQAAACgAzQAAAAAA//8BACgAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AADfGgAA5QIAAAEAdxoBAAAAAP//AQB3AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAAhwAAE8DAAAB
       ADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADwHAAAwgEAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA+R0AAMIBAAABAHKlAAAAAAD//wEAcgCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAIAAAAM0eAAARAgAABABvcG8y+wEAAAAA//8EAG8AcABvADIAjAABAAAA
       AACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAADWHAAAYQIAAOYgAAB1
       AgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAWh0AAAgEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAH0eAAAIBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAACGHwAAcgQAAAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAEghAADC
       AQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABrIgAAwgEAAAEAcqUA
       AAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAAJCMAABECAAAEAG9wbzL7AQAAAAD//wQA
       bwBwAG8AMgCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAA
       AC0hAABhAgAAPSUAAHUCAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3Bl
       blN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADMIQAACAQAAAEAAAACIuEA
       AAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA1CIAAAgEAAABAHHrAAAAAAD//wEAcQCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAA
       AAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAFwAAAPgjAAByBAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEA
       AgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAACsBAAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAaAAAAaiUAANMDAAABAAAAKQDNAAAAAAD//wEAKQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoA
       AAAjJgAA5QIAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAHsnAAAa
       AwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB7JwAAVwQAAAEAaUYA
       AAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAyicAAKcEAAABAHo7AAAAAAD//wEAegCM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAP0AAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAAAaKAAAVwQAAAEAAAA9AMkAAAAAAP//AQA9AIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAA7igAAFcEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       AP8nAADuAAAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUA
       AAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACeKAAAIwEAAAEA
       ejsAAAAAAP//AQB6AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAACwAQAArAQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIwpAADTAwAAAQAAACgAzQAAAAAA
       //8BACgAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAAB6KgAA5QIAAAEAdxoBAAAAAP//AQB3AIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAA
       BQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAE
       AAAAAAAAAHIAAgAXAAAAnSsAAE8DAAABADN/AAAAAAD//wEAMwCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAACMLAAAwgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAlC0A
       AMIBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAGguAAARAgAABABvcG8z
       +wEAAAAA//8EAG8AcABvADMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAF
       AAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAZwABABAAAABxLAAAYQIAAH0wAAB1AgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA9SwAAAgE
       AAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAP4tAAAIBAAAAQBx6wAA
       AAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAhLwAAcgQAAAEAWJsAAAAAAP//AQBYAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAOMwAADCAQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAAGMgAAwgEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAA
       vzIAABECAAAEAG9wbzP7AQAAAAD//wQAbwBwAG8AMwCMAAEAAAAAAIsAAQACAAAAHwCFAAEA
       BQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAABnAAEAEAAAAMgwAABhAgAA1DQAAHUCAACMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABoAAABNMQAACAQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       cDIAAAgEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHgzAAByBAAAAQBY
       mwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAALABAACsBAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA6zQAANMDAAABAAAAKQDNAAAAAAD/
       /wEAKQCMAAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object6" text:anchor-type="as-char" svg:width="6.0154in" svg:height="1.0354in" draw:z-index="33"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mtable>
         <mtr>
          <mtd>
           <mrow>
            <mrow>
             <mfrac>
              <mrow>
               <msup>
                <mo stretchy="false">∂</mo>
                <mn>2</mn>
               </msup>
               <mi>s</mi>
              </mrow>
              <mrow>
               <mo stretchy="false">∂</mo>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>X</mi>
               </msub>
               <mo stretchy="false">∂</mo>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>E</mi>
               </msub>
              </mrow>
             </mfrac>
             <mo stretchy="false">=</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>x</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>x</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>1</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">(</mo>
              <mrow>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>1</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>X</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mrow>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mi>r</mi>
                    <mrow>
                     <mi mathvariant="italic">opo</mi>
                     <mn>1</mn>
                    </mrow>
                   </msub>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                 <mo stretchy="false">+</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>1</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mfrac>
                 <mrow>
                  <msup>
                   <mo stretchy="false">∂</mo>
                   <mn>2</mn>
                  </msup>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>1</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>X</mi>
                  </msub>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
               </mrow>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">)</mo>
             </mrow>
             <mo stretchy="false">+</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>y</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>y</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>2</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mo fence="true" form="prefix" stretchy="true">(</mo>
             <mrow>
              <mrow>
               <mfrac>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>2</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>2</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mo stretchy="false">+</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>2</mn>
                 </mrow>
                </msub>
               </mrow>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>2</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mrow>
             </mrow>
             <mo fence="true" form="postfix" stretchy="true">)</mo>
            </mrow>
           </mrow>
          </mtd>
         </mtr>
         <mtr>
          <mtd>
           <mrow>
            <mrow>
             <mo stretchy="false">+</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>z</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>z</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>3</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mo fence="true" form="prefix" stretchy="true">(</mo>
             <mrow>
              <mrow>
               <mfrac>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>3</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>3</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mo stretchy="false">+</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>3</mn>
                 </mrow>
                </msub>
               </mrow>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>3</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mrow>
             </mrow>
             <mo fence="true" form="postfix" stretchy="true">)</mo>
            </mrow>
           </mrow>
          </mtd>
         </mtr>
        </mtable>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
=
sum from i_x=1 to n_x  
w_1
left(
{partial r_opo1}
over
{partial {bold nitalic q}_X}
{partial r_opo1}
over
{partial {bold nitalic q}_E}
+
r_opo1
{partial^2 r_opo1}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
right)+
sum from i_y=1 to n_y 
w_2
left(
{partial r_opo2}
over
{partial {bold nitalic q}_X}
{partial r_opo2}
over
{partial {bold nitalic q}_E}
+
r_opo2
{partial^2 r_opo2}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
right)
newline
+
sum from i_z=1 to n_z 
w_3
left(
{partial r_opo3}
over
{partial {bold nitalic q}_X}
{partial r_opo3}
over
{partial {bold nitalic q}_E}+
r_opo3
{partial^2 r_opo3}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
right)


</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAa87AABG
       CgAAqgMAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAK47AABFCgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABhAgAALAIAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAATwMAAFgBAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAAgEAAAsAgAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAAlQIAAJ8GAACpAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKcBAAA9BAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACwAgAApwQA
       AAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALkDAAA9BAAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADBBAAAPQQAAAEAcesAAAAAAP//AQBxAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAygUAAKcEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABoAAAC4BgAAGgMAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       ABAIAABPAwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAQCAAAjAQA
       AAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAXwgAANwEAAABAHhDAAAAAAD/
       /wEAeACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAA
       AP0AAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABoAAACvCAAAjAQAAAEAAAA9AMkAAAAAAP//AQA9AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAggkAAIwEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAJQIAAAjAQAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAzCQAA
       WAEAAAEAeEMAAAAAAP//AQB4AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAcAoAABoDAAABAHcaAQAA
       AAD//wEAdwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJMLAACEAwAAAQAxfwAAAAAA//8BADEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADuBAAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAAGAwAAAgEAAABAAAAKADNAAAAAAD//wEAKACMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAAgDQAA9wEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAQw4AAPcBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAPwOAABhAgAA
       BABvcG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAA
       AYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAZwABABAAAAAGDQAAlQIAABERAACpAgAAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       ig0AAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAK0OAAA9BAAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAC2DwAApwQAAAEAWJsAAAAAAP//
       AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAHcRAAD3AQAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACbEgAA9wEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAgAAAAbhMAAGECAAAEAG9wbzH7AQAAAAD//wQAbwBwAG8AMQCMAAEAAAAAAIsAAQACAAAA
       HwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAF0RAACVAgAAaBUAAKkCAACMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAAAWEgAAPQQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAHxMAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAACcUAACn
       BAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAmhUAABoDAAABAAAAKwBQ
       AQAAAAD//wEAKwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPIWAAAaAwAAAQBypQAAAAAA//8BAHIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACACAAAADFFwAAhAMAAAQAb3BvMfsBAAAAAP//BABvAHAAbwAxAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAN8aAAD3AQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAACzGwAAIwEAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       bBwAAPcBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAEAdAABhAgAABABv
       cG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQA
       AQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAZwABABAAAADxGQAAlQIAAAwgAACpAgAAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAADBoA
       AD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAC8bAAA9BAAAAQBx
       6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA3HAAApwQAAAEAWJsAAAAAAP//AQBY
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAACUdAAA9BAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAI
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAABIHgAAPQQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAUR8AAKcEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAAsAEAAO4EAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAlIAAACAQA
       AAEAAAApAM0AAAAAAP//AQApAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAN4gAAAaAwAAAQAAACsA
       UAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAAAAAAABoAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAUCIAAE8DAAABAAAAESLoAQAAAAD/
       /wEAESKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAADYiAACMBAAAAQBpRgAAAAAA//8BAGkAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAACgIgAA3AQAAAEAeUMAAAAAAP//AQB5AIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA/QAAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAAO8iAACMBAAAAQAAAD0AyQAAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADDIwAA
       jAQAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA1CIAACMBAAABAG5/AAAA
       AAD//wEAbgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHMjAABYAQAAAQB5QwAAAAAA//8BAHkAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACWJAAAGgMAAAEAdxoBAAAAAP//AQB3AIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAA1CUAAIQDAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAO4EAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABYJgAA
       CAQAAAEAAAAoAM0AAAAAAP//AQAoAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAGEnAAD3AQAAAQAA
       AAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACEKAAA9wEAAAEAcqUAAAAAAP//
       AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAgAAAAPSkAAGECAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8A
       MgCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAEYnAACV
       AgAAVisAAKkCAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADlJwAAPQQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAA7igAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAABEqAACnBAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAA0isAAPcBAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAANssAAD3
       AQAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAAAACvLQAAYQIAAAQAb3BvMvsB
       AAAAAP//BABvAHAAbwAyAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAA
       AAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AGcAAQAQAAAAuCsAAJUCAADILwAAqQIAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAFcsAAA9BAAA
       AQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABfLQAAPQQAAAEAcesAAAAA
       AP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAaC4AAKcEAAABAEWbAAAAAAD//wEARQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABoAAADaLwAAGgMAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAATTEAABoDAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAAYy
       AACEAwAABABvcG8y+wEAAAAA//8EAG8AcABvADIAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAIDUA
       APcBAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAA42AAAjAQAAAQAy
       fwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADHNgAA9wEAAAEAcqUAAAAAAP//AQBy
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAgAAAAgDcAAGECAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8AMgCM
       AAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAEw0AACVAgAA
       ZzoAAKkCAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABmNAAAPQQAAAEAAAACIuEAAAAAAP//AQAC
       IowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAA
       AAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAbzUAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAJI2AACnBAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       gDcAAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKM4AAA9BAAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACsOQAApwQAAAEARZsAAAAAAP//
       AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAA
       7gQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAH86AAAIBAAAAQAAACkAzQAAAAAA//8BACkAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAApBAAAEUIAAABAAAAKwBQAQAAAAD//wEAKwCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAGgCAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAD8EQAAlAgAAAEAAAARIugBAAAAAP//AQARIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAA/BEAANIJAAABAGlGAAAAAAD//wEAaQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEsSAAAGCgAA
       AQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAAD9AAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAmxIAANIJAAABAAAAPQDJAAAA
       AAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAG4TAADSCQAAAQAxfwAAAAAA//8BADEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACbEgAATgYAAAEAbn8AAAAAAP//AQBuAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAHxMAAIMGAAABAHo7AAAAAAD//wEAegCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEIUAABF
       CAAAAQB3GgEAAAAA//8BAHcAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB/FQAArwgAAAEAM38AAAAA
       AP//AQAzAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACw
       AQAA7gQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAAQWAAAzCQAAAQAAACgAzQAAAAAA//8BACgA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAADBcAACIHAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAC8YAAAiBwAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAA
       AADoGAAAiwcAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAAiwABAAIAAAAfAIUA
       AQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAA8hYAAMAHAAD+GgAA1AcAAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAAHYXAABoCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AACZGAAAaAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAohkAANIJAAAB
       AFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABjGwAAIgcAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAhxwAACIHAAABAHKlAAAAAAD//wEAcgCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAIAAAAFodAACLBwAABABvcG8z+wEAAAAA//8EAG8AcABvADMAjAABAAAA
       AACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAABJGwAAwAcAAFUfAADU
       BwAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAAhwAAGgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAAsdAABoCQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAATHgAA0gkAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIYfAABF
       CAAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADeIAAARQgAAAEAcqUA
       AAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAAsSEAAK8IAAAEAG9wbzP7AQAAAAD//wQA
       bwBwAG8AMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADLJAAAIgcAAAEAAAACIuEAAAAAAP//AQAC
       IowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAuSUAAE4GAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAFgmAAAiBwAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAAAAAs
       JwAAiwcAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAF
       AAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAGcAAQAQAAAA3SMAAMAHAAD4KQAA1AcAAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAAPgjAABoCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAb
       JQAAaAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAIyYAANIJAAABAFib
       AAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAARJwAAaAkAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAANCgAAGgJAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAD0pAADSCQAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADuBAAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAESoAADMJAAABAAAAKQDNAAAAAAD//wEAKQCMAAEAAAAAAJUAAQAEAAAAAAAAAJYAAQAC
       AAAACQCMAAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object25" text:anchor-type="as-char" svg:width="0.9425in" svg:height="0.4425in" draw:z-index="24"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <mi>s</mi>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>X</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi mathvariant="normal">λ</mi>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mstyle mathvariant="bold">
          <mn>0</mn>
         </mstyle>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial {bold nitalic q}_X partial %lambda_E}

= {bold 0}

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAVkJAABj
       BAAAXgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAFgJAABiBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABhAgAAwgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAATwMAAO4AAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAAgEAADCAQAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAALAIAAKkGAABAAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAANMDAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKcBAADTAwAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACwAgAAIgQA
       AAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAALkDAADTAwAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA3AQAANMDAAABAAAAuwPoAAAAAAD//wEA
       uwOMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAA
       AAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAOQFAAAiBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAuAYAALACAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAABAIAACwAgAAAQAw1AAAAAAA//8BADAAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAA
       AAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object14" text:anchor-type="as-char" svg:width="5.9701in" svg:height="1.0354in" draw:z-index="34"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mtable>
         <mtr>
          <mtd>
           <mrow>
            <mrow>
             <mfrac>
              <mrow>
               <msup>
                <mo stretchy="false">∂</mo>
                <mn>2</mn>
               </msup>
               <mi>s</mi>
              </mrow>
              <mrow>
               <mo stretchy="false">∂</mo>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>E</mi>
               </msub>
               <mo stretchy="false">∂</mo>
               <msub>
                <mstyle mathvariant="bold">
                 <mi mathvariant="normal">q</mi>
                </mstyle>
                <mi>E</mi>
               </msub>
              </mrow>
             </mfrac>
             <mo stretchy="false">=</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>x</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>x</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>1</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">(</mo>
              <mrow>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>1</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mrow>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mi>r</mi>
                    <mrow>
                     <mi mathvariant="italic">opo</mi>
                     <mn>1</mn>
                    </mrow>
                   </msub>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                 <mo stretchy="false">+</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>1</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mfrac>
                 <mrow>
                  <msup>
                   <mo stretchy="false">∂</mo>
                   <mn>2</mn>
                  </msup>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>1</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
               </mrow>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">)</mo>
             </mrow>
             <mo stretchy="false">+</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>y</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>y</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>2</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mo fence="true" form="prefix" stretchy="true">(</mo>
             <mrow>
              <mrow>
               <mfrac>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>2</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>2</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mo stretchy="false">+</mo>
                <msub>
                 <mi>r</mi>
                 <mrow>
                  <mi mathvariant="italic">opo</mi>
                  <mn>2</mn>
                 </mrow>
                </msub>
               </mrow>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>2</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mrow>
             </mrow>
             <mo fence="true" form="postfix" stretchy="true">)</mo>
            </mrow>
           </mrow>
          </mtd>
         </mtr>
         <mtr>
          <mtd>
           <mrow>
            <mrow>
             <mo stretchy="false">+</mo>
             <mrow>
              <munderover>
               <mo stretchy="false">∑</mo>
               <mrow>
                <msub>
                 <mi>i</mi>
                 <mi>z</mi>
                </msub>
                <mo stretchy="false">=</mo>
                <mn>1</mn>
               </mrow>
               <msub>
                <mi>n</mi>
                <mi>z</mi>
               </msub>
              </munderover>
              <msub>
               <mi>w</mi>
               <mn>3</mn>
              </msub>
             </mrow>
            </mrow>
            <mrow>
             <mrow>
              <mo fence="true" form="prefix" stretchy="true">(</mo>
              <mrow>
               <mrow>
                <mfrac>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>3</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
                <mrow>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mi>r</mi>
                    <mrow>
                     <mi mathvariant="italic">opo</mi>
                     <mn>3</mn>
                    </mrow>
                   </msub>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                 <mo stretchy="false">+</mo>
                 <msub>
                  <mi>r</mi>
                  <mrow>
                   <mi mathvariant="italic">opo</mi>
                   <mn>3</mn>
                  </mrow>
                 </msub>
                </mrow>
                <mfrac>
                 <mrow>
                  <msup>
                   <mo stretchy="false">∂</mo>
                   <mn>2</mn>
                  </msup>
                  <msub>
                   <mi>r</mi>
                   <mrow>
                    <mi mathvariant="italic">opo</mi>
                    <mn>3</mn>
                   </mrow>
                  </msub>
                 </mrow>
                 <mrow>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                  <mo stretchy="false">∂</mo>
                  <msub>
                   <mstyle mathvariant="bold">
                    <mi mathvariant="normal">q</mi>
                   </mstyle>
                   <mi>E</mi>
                  </msub>
                 </mrow>
                </mfrac>
               </mrow>
              </mrow>
              <mo fence="true" form="postfix" stretchy="true">)</mo>
             </mrow>
             <mo stretchy="false">+</mo>
             <msub>
              <mi mathvariant="normal">λ</mi>
              <mi>E</mi>
             </msub>
            </mrow>
            <mfrac>
             <mrow>
              <msup>
               <mo stretchy="false">∂</mo>
               <mn>2</mn>
              </msup>
              <msub>
               <mi>G</mi>
               <mi>E</mi>
              </msub>
             </mrow>
             <mrow>
              <mo stretchy="false">∂</mo>
              <msub>
               <mstyle mathvariant="bold">
                <mi mathvariant="normal">q</mi>
               </mstyle>
               <mi>E</mi>
              </msub>
              <mo stretchy="false">∂</mo>
              <msub>
               <mstyle mathvariant="bold">
                <mi mathvariant="normal">q</mi>
               </mstyle>
               <mi>E</mi>
              </msub>
             </mrow>
            </mfrac>
           </mrow>
          </mtd>
         </mtr>
        </mtable>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
=
sum from i_x=1 to n_x  
w_1
left(
{partial r_opo1}
over
{partial {bold nitalic q}_E}
{partial r_opo1}
over
{partial {bold nitalic q}_E}
+
r_opo1
{partial^2 r_opo1}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
right)+
sum from i_y=1 to n_y 
w_2
left(
{partial r_opo2}
over
{partial {bold nitalic q}_E}
{partial r_opo2}
over
{partial {bold nitalic q}_E}
+
r_opo2
{partial^2 r_opo2}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
right)
newline
+
sum from i_z=1 to n_z 
w_3
left(
{partial r_opo3}
over
{partial {bold nitalic q}_E}
{partial r_opo3}
over
{partial {bold nitalic q}_E}+
r_opo3
{partial^2 r_opo3}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
right)
+ %lambda_E
{partial^2 G_E}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}


</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAT07AABG
       CgAADgQAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAADw7AABFCgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABGAgAALAIAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAANAMAAFgBAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAO0DAAAsAgAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAAlQIAAHkGAACpAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKcBAAA9BAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACwAgAApwQA
       AAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIQDAAA9BAAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACnBAAAPQQAAAEAcesAAAAAAP//AQBxAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAArwUAAKcEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABoAAACDBgAAGgMAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAAaAIAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       APUHAABPAwAAAQAAABEi6AEAAAAA//8BABEijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADbBwAAjAQA
       AAEAaUYAAAAAAP//AQBpAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAARQgAANwEAAABAHhDAAAAAAD/
       /wEAeACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAA
       AP0AAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABoAAACUCAAAjAQAAAEAAAA9AMkAAAAAAP//AQA9AIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAaAkAAIwEAAABADF/AAAAAAD//wEAMQCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAHoIAAAjAQAAAQBufwAAAAAA//8BAG4AjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAD+CAAA
       WAEAAAEAeEMAAAAAAP//AQB4AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAOwoAABoDAAABAHcaAQAA
       AAD//wEAdwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHkLAACEAwAAAQAxfwAAAAAA//8BADEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADuBAAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAA/QsAAAgEAAABAAAAKADNAAAAAAD//wEAKACMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAAGDQAA9wEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAADg4AAPcBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAOIOAABhAgAA
       BABvcG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAA
       AYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAZwABABAAAADrDAAAlQIAAPYQAACpAgAAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       ig0AAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJMOAAA9BAAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACbDwAApwQAAAEARZsAAAAAAP//
       AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAF0RAAD3AQAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAACAEgAA9wEAAAEAcqUAAAAAAP//AQByAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAgAAAAORMAAGECAAAEAG9wbzH7AQAAAAD//wQAbwBwAG8AMQCMAAEAAAAAAIsAAQACAAAA
       HwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAEMRAACVAgAAThUAAKkCAACMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABoAAADhEQAAPQQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAABBMAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAA0UAACn
       BAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAZRUAABoDAAABAAAAKwBQ
       AQAAAAD//wEAKwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAANcWAAAaAwAAAQBypQAAAAAA//8BAHIA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACACAAAACRFwAAhAMAAAQAb3BvMfsBAAAAAP//BABvAHAAbwAxAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAAJAaAAD3AQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAAB+GwAAIwEAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       NxwAAPcBAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAAAsdAABhAgAABABv
       cG8x+wEAAAAA//8EAG8AcABvADEAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQA
       AQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAZwABABAAAADXGQAAlQIAAMwfAACpAgAAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA8RkA
       AD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAPoaAAA9BAAAAQBx
       6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAACHAAApwQAAAEARZsAAAAAAP//AQBF
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAPAcAAA9BAAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAI
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAD5HQAAPQQAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAAh8AAKcEAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAAsAEAAO4EAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADVHwAACAQA
       AAEAAAApAM0AAAAAAP//AQApAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBP
       cGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAI4gAAAaAwAAAQAAACsA
       UAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1i
       b2wAAAAAAABoAgAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEA
       hwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAASIAAE8DAAABAAAAESLoAQAAAAD/
       /wEAESKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA
       /QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAFwAAAOYhAACMBAAAAQBpRgAAAAAA//8BAGkAjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAJcAAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAABQIgAA3AQAAAEAeUMAAAAAAP//AQB5AIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA/QAAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAAKAiAACMBAAAAQAAAD0AyQAAAAAA//8BAD0AjAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABzIwAA
       jAQAAAEAMX8AAAAAAP//AQAxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAhSIAACMBAAABAG5/AAAA
       AAD//wEAbgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAACQjAABYAQAAAQB5QwAAAAAA//8BAHkAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAABHJAAAGgMAAAEAdxoBAAAAAP//AQB3AIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAhCUAAIQDAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAsAEAAO4EAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAjJgAA
       CAQAAAEAAAAoAM0AAAAAAP//AQAoAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAABEnAAD3AQAAAQAA
       AAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA0KAAA9wEAAAEAcqUAAAAAAP//
       AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAgAAAA7igAAGECAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8A
       MgCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAPcmAACV
       AgAABysAAKkCAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACWJwAAPQQAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAuSgAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAMEpAACnBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAgysAAPcBAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKYsAAD3
       AQAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAAAABfLQAAYQIAAAQAb3BvMvsB
       AAAAAP//BABvAHAAbwAyAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAFAAAAAAAAAAGEAAEABQAA
       AAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAA
       AAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AGcAAQAQAAAAaSsAAJUCAAB5LwAAqQIAAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAAcsAAA9BAAA
       AQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAQLQAAPQQAAAEAcesAAAAA
       AP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAMy4AAKcEAAABAEWbAAAAAAD//wEARQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABoAAACLLwAAGgMAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAA
       AgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAA
       AHIAAgAXAAAA/TAAABoDAAABAHKlAAAAAAD//wEAcgCMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAIAAAALYx
       AACEAwAABABvcG8y+wEAAAAA//8EAG8AcABvADIAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA0DQA
       APcBAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAKQ1AAAjAQAAAQAy
       fwAAAAAA//8BADIAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABdNgAA9wEAAAEAcqUAAAAAAP//AQBy
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAgAAAAMTcAAGECAAAEAG9wbzL7AQAAAAD//wQAbwBwAG8AMgCM
       AAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAAP0zAACVAgAA
       8jkAAKkCAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAXNAAAPQQAAAEAAAACIuEAAAAAAP//AQAC
       IowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAA
       AAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAIDUAAD0EAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAACg2AACnBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       FjcAAD0EAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAB84AAA9BAAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAnOQAApwQAAAEARZsAAAAAAP//
       AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACwAQAA
       7gQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAABY6AAAIBAAAAQAAACkAzQAAAAAA//8BACkAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAAyAsAAEUIAAABAAAAKwBQAQAAAAD//wEAKwCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAGgCAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAAAgDQAAlAgAAAEAAAARIugBAAAAAP//AQARIowAAQAAAAAAiwABAAIAAAAf
       AIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAX
       AAAAIA0AANIJAAABAGlGAAAAAAD//wEAaQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAAlwAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHANAAAGCgAA
       AQB6OwAAAAAA//8BAHoAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAAD9AAAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAvw0AANIJAAABAAAAPQDJAAAA
       AAD//wEAPQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAJMOAADSCQAAAQAxfwAAAAAA//8BADEAjAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAClDQAATgYAAAEAbn8AAAAAAP//AQBuAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACXAAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAQw4AAIMGAAABAHo7AAAAAAD//wEAegCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGYPAABF
       CAAAAQB3GgEAAAAA//8BAHcAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRo
       b3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQAC
       AAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACkEAAArwgAAAEAM38AAAAA
       AP//AQAzAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAACw
       AQAA7gQAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAACgRAAAzCQAAAQAAACgAzQAAAAAA//8BACgA
       jAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA
       //8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAaAAAAMRIAACIHAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAFQTAAAiBwAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAA
       AAANFAAAiwcAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAAiwABAAIAAAAfAIUA
       AQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAA
       AACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAAFhIAAMAHAAAiFgAA1AcAAIwAAQAAAAAAiwAB
       AAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAGgAAALUSAABoCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8A
       igABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcA
       AADYEwAAaAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1
       AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAA
       AACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA4RQAANIJAAAB
       AEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACIFgAAIgcAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAqxcAACIHAAABAHKlAAAAAAD//wEAcgCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAIAAAAGQYAACLBwAABABvcG8z+wEAAAAA//8EAG8AcABvADMAjAABAAAA
       AACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAABtFgAAwAcAAHkaAADU
       BwAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAADBcAAGgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAA
       AAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAC8YAABoCQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAAA4GQAA0gkAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAKoaAABF
       CAAAAQAAACsAUAEAAAAA//8BACsAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAACHAAARQgAAAEAcqUA
       AAAAAP//AQByAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAgAAAA1hwAAK8IAAAEAG9wbzP7AQAAAAD//wQA
       bwBwAG8AMwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADVHwAAIgcAAAEAAAACIuEAAAAAAP//AQAC
       IowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAA
       AAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////
       AIYAAQAEAAAAAAAAAHIAAgAXAAAAwyAAAE4GAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAH0hAAAiBwAAAQBypQAAAAAA//8BAHIAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACACAAAAA2
       IgAAiwcAAAQAb3BvM/sBAAAAAP//BABvAHAAbwAzAIwAAQAAAAAAiwABAAIAAAAfAIUAAQAF
       AAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAGcAAQAQAAAAAh8AAMAHAAD3JAAA1AcAAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAGgAAABwfAABoCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA/
       IAAAaAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAASCEAANIJAAABAEWb
       AAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAbIgAAaAkAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACn
       AQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAAJCMAAGgJAAABAHHrAAAAAAD//wEAcQCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAACwkAADSCQAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8A
       igABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADuBAAA//8AAAAABQAAAAAAAAD/AwAA
       AAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAa
       AAAAGyUAADMJAAABAAAAKQDNAAAAAAD//wEAKQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADUJQAA
       RQgAAAEAAAArAFABAAAAAP//AQArAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAACwnAABFCAAAAQAA
       ALsD6AAAAAAA//8BALsDjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAA0KAAArwgAAAEARZsAAAAAAP//
       AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAGAqAAAiBwAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAABOKwAATgYAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAA7SsAACIHAAABAEcxAQAAAAD//wEARwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAA
       AAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEUtAACL
       BwAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAF
       AAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAZwABABAAAAAiKQAAwAcAABcvAADUBwAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAAD
       ADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8D
       AAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAPSkAAGgJ
       AAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGAqAABoCQAAAQBx6wAA
       AAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAA
       AAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABpKwAA0gkAAAEARZsAAAAAAP//AQBFAIwA
       AQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//
       AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCG
       AAEABAAAAAAAAAByAAIAGgAAADwsAABoCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAABfLQAAaAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA
       aC4AANIJAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAJUAAQAEAAAAAAAAAJYAAQACAAAACQCM
       AAEAAAAAAA==
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object26" text:anchor-type="as-char" svg:width="1.1854in" svg:height="0.4429in" draw:z-index="25"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <mi>s</mi>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>E</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi mathvariant="normal">λ</mi>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mfrac>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi>G</mi>
            <mi>E</mi>
           </msub>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mstyle mathvariant="bold">
             <mi mathvariant="normal">q</mi>
            </mstyle>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial {bold nitalic q}_E partial %lambda_E}
= 
{partial G_E}
over
{partial {bold nitalic q}_E}

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAcMLAABm
       BAAAigAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAMILAABlBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABGAgAAwgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAANAMAAO4AAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAAgEAADCAQAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAALAIAAIMGAABAAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAANMDAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       FwAAAKcBAADTAwAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACwAgAAIgQA
       AAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVu
       U3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIA
       AAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAIQDAADTAwAAAQAAAAIi4QAA
       AAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAApwQAANMDAAABAAAAuwPoAAAAAAD//wEA
       uwOMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAA
       AAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAK8FAAAiBAAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnQYAALACAAABAAAAPQBQAQAAAAD//wEAPQCMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAAAqCAAAcgEAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAMwkA
       AHIBAAABAEcxAQAAAAD//wEARwCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIsKAADcAQAAAQBFmwAA
       AAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACK
       AAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAA
       AAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAA
       AAAQCAAALAIAAFULAABAAgAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9w
       ZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAARQgAANMDAAABAAAAAiLh
       AAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAE0JAADTAwAAAQBx6wAAAAAA//8BAHEA
       jAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAA
       AAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABcAAABWCgAAIgQAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><draw:frame draw:style-name="fr1" draw:name="Object31" text:anchor-type="as-char" svg:width="0.9311in" svg:height="0.4181in" draw:z-index="26"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <mfrac>
          <mrow>
           <msup>
            <mo stretchy="false">∂</mo>
            <mn>2</mn>
           </msup>
           <mi>s</mi>
          </mrow>
          <mrow>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi mathvariant="normal">λ</mi>
            <mi>E</mi>
           </msub>
           <mo stretchy="false">∂</mo>
           <msub>
            <mi mathvariant="normal">λ</mi>
            <mi>E</mi>
           </msub>
          </mrow>
         </mfrac>
         <mo stretchy="false">=</mo>
         <mn>0</mn>
        </mrow>
        <annotation encoding="StarMath 5.0">{partial^2 s}
over
{partial %lambda_E partial %lambda_E}

= 0

</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAT0JAAAm
       BAAAXgAAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAADwJAAAlBAAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABGAgAAwgEAAAEAAAACIuEAAAAAAP//
       AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9
       AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAXAAAANAMAAO4AAAABADJ/AAAAAAD//wEAMgCMAAEAAAAA
       AIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUA
       AAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAFwAAAAgEAADCAQAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8A
       hQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAACEAAAALAIAAI0GAABAAgAAjAABAAAAAACL
       AAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAaAAAAnwAAAIQDAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAACnAQAAhAMAAAEAAAC7A+gAAAAAAP//AQC7A4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAsAIA
       AO0DAAABAEWbAAAAAAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoA
       T3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAACeAwAAhAMAAAEAAAAC
       IuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3lt
       Ym9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAMEEAACEAwAAAQAAALsD6AAAAAAA
       //8BALsDjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAA
       AP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABcAAADKBQAA7QMAAAEARZsAAAAAAP//AQBFAIwAAQAA
       AAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAA
       AAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAGgAAAJ0GAACwAgAAAQAAAD0AUAEAAAAA//8BAD0AjAABAAAAAACLAAEA
       AgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAFAAAAAAAA
       AP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAA
       cgACABcAAAD1BwAAsAIAAAEAMNQAAAAAAP//AQAwAIwAAQAAAAAAlQABAAQAAAAAAAAAlgAB
       AAIAAAAJAIwAAQAAAAAA
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard">Simplified expressions</text:p>
   <text:p text:style-name="Standard"/>
   <text:p text:style-name="Standard"><text:soft-page-break/><draw:frame draw:style-name="fr1" draw:name="Object16" text:anchor-type="as-char" svg:width="3.7071in" svg:height="1.5071in" draw:z-index="35"><draw:object>
      <math xmlns="http://www.w3.org/1998/Math/MathML" display="block">
       <semantics>
        <mrow>
         <msub>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">[</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mstyle mathvariant="bold">
                <mn>0</mn>
               </mstyle>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>X</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mstyle mathvariant="bold">
                <mn>0</mn>
               </mstyle>
              </mtd>
              <mtd>
               <mfrac>
                <mrow>
                 <msup>
                  <mo stretchy="false">∂</mo>
                  <mn>2</mn>
                 </msup>
                 <mi>s</mi>
                </mrow>
                <mrow>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mi mathvariant="normal">λ</mi>
                  <mi>E</mi>
                 </msub>
                 <mo stretchy="false">∂</mo>
                 <msub>
                  <mstyle mathvariant="bold">
                   <mi mathvariant="normal">q</mi>
                  </mstyle>
                  <mi>E</mi>
                 </msub>
                </mrow>
               </mfrac>
              </mtd>
              <mtd>
               <mstyle mathvariant="bold">
                <mn>0</mn>
               </mstyle>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">]</mo>
          </mrow>
          <mi>i</mi>
         </msub>
         <mrow>
          <mrow>
           <mo fence="true" form="prefix" stretchy="true">{</mo>
           <mrow>
            <mtable>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>X</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mstyle mathvariant="bold">
                  <mi mathvariant="normal">q</mi>
                 </mstyle>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
             <mtr>
              <mtd>
               <mrow>
                <mi mathvariant="normal">Δ</mi>
                <msub>
                 <mi mathvariant="normal">λ</mi>
                 <mi>E</mi>
                </msub>
               </mrow>
              </mtd>
             </mtr>
            </mtable>
           </mrow>
           <mo fence="true" form="postfix" stretchy="true">}</mo>
          </mrow>
          <mo stretchy="false">=</mo>
          <mrow>
           <mo stretchy="false">−</mo>
           <msub>
            <mrow>
             <mo fence="true" form="prefix" stretchy="true">{</mo>
             <mrow>
              <mtable>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>X</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mstyle mathvariant="bold">
                     <mi mathvariant="normal">q</mi>
                    </mstyle>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
               <mtr>
                <mtd>
                 <mfrac>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <mi>s</mi>
                  </mrow>
                  <mrow>
                   <mo stretchy="false">∂</mo>
                   <msub>
                    <mi mathvariant="normal">λ</mi>
                    <mi>E</mi>
                   </msub>
                  </mrow>
                 </mfrac>
                </mtd>
               </mtr>
              </mtable>
             </mrow>
             <mo fence="true" form="postfix" stretchy="true">}</mo>
            </mrow>
            <mi>i</mi>
           </msub>
          </mrow>
         </mrow>
        </mrow>
        <annotation encoding="StarMath 5.0">left[
matrix
{
{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_X}
#
{partial^2 s}
over
{partial {bold nitalic q}_X partial {bold nitalic q}_E}
#
{bold 0}
##
{partial^2 s}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_X}
#
{partial^2 s}
over
{partial {bold nitalic q}_E partial {bold nitalic q}_E}
#
{partial^2 s}
over
{partial {bold nitalic q}_E partial %lambda_E}
##
{bold 0}
#
{partial^2 s}
over
{partial %lambda_E partial {bold nitalic q}_E}
#
{bold 0}
}
right]_i
left lbrace
matrix
{
%DELTA{bold nitalic q}_X
##
%DELTA{bold nitalic q}_E
##
%DELTA%lambda_E
}
right rbrace

=
-
left lbrace
matrix
{
{partial s}
over
{partial {bold nitalic q}_X}
##
{partial s}
over
{partial {bold nitalic q}_E}
##
{partial s}
over
{partial %lambda_E}
}
right rbrace_i
</annotation>
       </semantics>
      </math>
     </draw:object><draw:image>
      <office:binary-data>VkNMTVRGAQAxAAAAAAAAAAEAGwAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAcgkAAD0
       DgAA1gIAAJYAAQACAAAACQCLAAEAAgAAAP//gQABABAAAAAAAAAAAAAAAMckAADzDgAAlQAB
       AAQAAAAAAAAAlgABAAIAAAAJAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJv
       bAAAsAEAAPcOAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABqAAAA4wsAAAEAAABbAKoAAAAAAP//
       AQBbAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAADQDAACVAgAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAAiBAAAwgEAAAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAA3AQAAJUCAAABAHOlAAAAAAD//wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAA
       AAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAABnAAEAEAAAAD4BAAD/AgAAfwcAABMDAACMAAEAAAAAAIsAAQACAAAA
       HwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABoAAABYAQAApwQAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7
       AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAYQIA
       AKcEAAABAHHrAAAAAAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkA
       VGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAAB
       AAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIQDAAD2BAAAAQBYmwAA
       AAAA//8BAFgAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAcgQAAKcEAAABAAAAAiLhAAAAAAD//wEA
       AiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEA
       AAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAHoFAACnBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAACdBgAA9gQAAAEAWJsAAAAAAP//AQBYAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       APUKAACVAgAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADjCwAAwgEA
       AAEAMn8AAAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAtgwAAJUCAAABAHOlAAAAAAD/
       /wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAABgJ
       AAD/AgAAMw8AABMDAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAAzCQAApwQAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAVgoAAKcEAAABAHHrAAAAAAD//wEAcQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAF4LAAD2BAAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAATQwAAKcEAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHAN
       AACnBAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAB4DgAA9gQAAAEARZsA
       AAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAbhMAAIQDAAABADDUAAAAAAD//wEAMACM
       AAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD/
       /wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8A
       hgABAAQAAAAAAAAAcgACABoAAAA0AwAABwcAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAA
       iwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAA
       AAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAA
       AAAAAHIAAgAXAAAAIgQAADQGAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCK
       AAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAA
       ANwEAAAHBwAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAA
       AYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAA
       AAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAZwABABAAAAA+AQAAiwcAAFkHAACfBwAAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       WAEAABgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMA
       NQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAHsCAAAYCQAA
       AQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3Ju
       ZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAACEAwAAggkAAAEARZsAAAAAAP//
       AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAA
       pwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA
       /////wCGAAEABAAAAAAAAAByAAIAGgAAAFcEAAAYCQAAAQAAAAIi4QAAAAAA//8BAAIijAAB
       AAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAA
       AAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgAB
       AAQAAAAAAAAAcgACABcAAAB6BQAAGAkAAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIA
       AAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAXAAAAgwYAAIIJAAABAFibAAAAAAD//wEAWACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAA
       AAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAD1CgAA
       BwcAAAEAAAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAA
       CQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAA4wsAADQGAAABADJ/
       AAAAAAD//wEAMgCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxl
       AAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAALYMAAAHBwAAAQBzpQAAAAAA//8BAHMA
       jAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAZwABABAAAAAzCQAAiwcA
       ACgPAACfBwAAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAATQkAABgJAAABAAAAAiLhAAAAAAD//wEA
       AiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEA
       AAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAFwAAAFYKAAAYCQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACL
       AAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAA
       AAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABcAAABeCwAAggkAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoA
       AQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAA
       AAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAA
       AE0MAAAYCQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAAD
       ADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABVDQAAGAkA
       AAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAXg4AAIIJAAABAEWbAAAAAAD/
       /wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAA
       AKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAA
       AP////8AhgABAAQAAAAAAAAAcgACABoAAAC1EgAABwcAAAEAAAACIuEAAAAAAP//AQACIowA
       AQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAAAAD9AAAAAAAA
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAXAAAAoxMAADQGAAABADJ/AAAAAAD//wEAMgCMAAEAAAAAAIsAAQAC
       AAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA
       /wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABy
       AAIAFwAAAFwUAAAHBwAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUA
       AAAAAAAAAYQAAQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcB
       AAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP//
       //8AhgABAAQAAAAAAAAAZwABABAAAADZEAAAiwcAANgWAACfBwAAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAA8xAAABgJAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAABYS
       AAAYCQAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAAAfEwAAggkAAAEARZsA
       AAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9s
       AAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcA
       AQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAPITAAAYCQAAAQAAAAIi4QAAAAAA//8B
       AAIijAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACn
       AQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/
       ////AIYAAQAEAAAAAAAAAHIAAgAaAAAAFhUAABgJAAABAAAAuwPoAAAAAAD//wEAuwOMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAB4WAACCCQAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAA
       AB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8D
       AAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgAC
       ABcAAADtAwAAgQwAAAEAMNQAAAAAAP//AQAwAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAA
       AwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/
       AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAPUKAACT
       CwAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJ
       AFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgA
       AQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAADjCwAAwAoAAAEAMn8A
       AAAAAP//AQAyAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUA
       AAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAtgwAAJMLAAABAHOlAAAAAAD//wEAcwCM
       AAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8AAAAAwA2
       AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAA
       AAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAADMJAAD9CwAA
       Mg8AABEMAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAA
       AAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEA
       BQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAABNCQAApQ0AAAEAAAACIuEAAAAAAP//AQAC
       IowAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAFYKAAClDQAAAQAAALsD6AAAAAAA//8BALsDjAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAB5CwAADg4AAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAAE0MAAClDQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAAAB8AigABADsA
       AAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAIAAAAAAAAAP8DAAAAAAAAAAAA
       /wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABVDQAA
       pQ0AAAEAcesAAAAAAP//AQBxAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAAD9AAAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAeA4AAA4OAAABAEWbAAAA
       AAD//wEARQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAG4TAACBDAAAAQAw1AAAAAAA//8BADAAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAAD3DgAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAADBcAAOMLAAABAAAAXQCqAAAAAAD//wEAXQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAA
       AAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAJEXAAD0DQAAAQBpRgAAAAAA//8BAGkAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADoBgAA//8AAAAABQAAAAAAAAD/AwAAAAAA
       AAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAA
       FRgAALcJAAABAAAAewDmAAAAAAD//wEAewCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMA
       NgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMA
       AAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADOGAAA/wUA
       AAEAAACUAykBAAAAAP//AQCUA4wAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBU
       aG9ybmRhbGUAAAAAAACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEA
       AgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAQBoAAP8FAAABAHHrAAAA
       AAD//wEAcQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAEkbAABoBgAAAQBYmwAAAAAA//8BAFgAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAA6BgAAEUIAAABAAAAlAMpAQAAAAD//wEAlAOMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAA
       AAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAA
       AAByAAIAFwAAAEAaAABFCAAAAQBx6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigAB
       ADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAA
       AAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABJ
       GwAAlAgAAAEARZsAAAAAAP//AQBFAIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAA
       CgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAGgAAAOgYAAA7CgAAAQAA
       AJQDKQEAAAAA//8BAJQDjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5T
       eW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAWxoAADsKAAABAAAAuwPoAAAA
       AAD//wEAuwOMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAA
       AAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAF
       AAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGMbAAClCgAAAQBFmwAAAAAA//8BAEUAjAAB
       AAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAALABAADoBgAA//8A
       AAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYA
       AQAEAAAAAAAAAHIAAgAaAAAAHRwAALcJAAABAAAAfQDmAAAAAAD//wEAfQCMAAEAAAAAAIsA
       AQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAA
       AAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAA
       AAAAcgACABoAAADWHAAA9QcAAAEAAAA9AFABAAAAAP//AQA9AIwAAQAAAAAAiwABAAIAAAAf
       AIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMA
       AAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIA
       GgAAABMeAAD1BwAAAQAAABIiUAEAAAAA//8BABIijAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAALABAADBDQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAUR8A
       AK4LAAABAAAAewDmAAAAAAD//wEAewCMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAA
       AAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAA
       AIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAADeIAAA5QIAAAEA
       AAACIuEAAAAAAP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9y
       bmRhbGUAAAAAAACnAQAAAAAAAAAABQAAAAAAAgD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAA
       AAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAASIAAOUCAAABAHOlAAAAAAD/
       /wEAcwCMAAEAAAAAAIsAAQACAAAAHwCFAAEABQAAAAAAAAABhAABAAUAAAAAAAAAAIoAAQA8
       AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUAAAAAAAAA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAABnAAEAEAAAACUg
       AABPAwAARSMAAGMDAACMAAEAAAAAAIsAAQACAAAAHwCKAAEAPAAAAAMANgAAAAoAT3BlblN5
       bWJvbAAAAAAAAKcBAAD//wAAAAAFAAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAA
       AQCHAAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABoAAAA/IAAA9gQAAAEAAAACIuEAAAAA
       AP//AQACIowAAQAAAAAAiwABAAIAAAAfAIoAAQA7AAAAAwA1AAAACQBUaG9ybmRhbGUAAAAA
       AACnAQAAAAAAAAAACAAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUA
       AAD/////AIYAAQAEAAAAAAAAAHIAAgAXAAAAYiEAAPYEAAABAHHrAAAAAAD//wEAcQCMAAEA
       AAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAA
       AAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEA
       BAAAAAAAAAByAAIAFwAAAGsiAABgBQAAAQBYmwAAAAAA//8BAFgAjAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAA3iAAADwHAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAAEi
       AAA8BwAAAQBzpQAAAAAA//8BAHMAjAABAAAAAACLAAEAAgAAAB8AhQABAAUAAAAAAAAAAYQA
       AQAFAAAAAAAAAACKAAEAPAAAAAMANgAAAAoAT3BlblN5bWJvbAAAAAAAAKcBAAD//wAAAAAF
       AAAAAAAAAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAZwABABAAAAA/IAAApgcAADkjAAC6BwAAjAABAAAAAACLAAEAAgAAAB8AigABADwA
       AAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAA
       AP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAWSAA
       AE0JAAABAAAAAiLhAAAAAAD//wEAAiKMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAA
       AAkAVGhvcm5kYWxlAAAAAAAApwEAAAAAAAAAAAgAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAA
       iAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAGIhAABNCQAAAQBx
       6wAAAAAA//8BAHEAjAABAAAAAACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFs
       ZQAAAAAAAP0AAAAAAAAAAAAFAAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCH
       AAEABQAAAP////8AhgABAAQAAAAAAAAAcgACABcAAABrIgAAnQkAAAEARZsAAAAAAP//AQBF
       AIwAAQAAAAAAiwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEA
       AP//AAAAAAUAAAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA////
       /wCGAAEABAAAAAAAAAByAAIAGgAAAN4gAAB5CwAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAA
       AACLAAEAAgAAAB8AigABADsAAAADADUAAAAJAFRob3JuZGFsZQAAAAAAAKcBAAAAAAAAAAAF
       AAAAAAACAP8DAAAAAAAAAAAA/wMAAAAAAIgAAQACAAAAAQCHAAEABQAAAP////8AhgABAAQA
       AAAAAAAAcgACABcAAAABIgAAeQsAAAEAc6UAAAAAAP//AQBzAIwAAQAAAAAAiwABAAIAAAAf
       AIUAAQAFAAAAAAAAAAGEAAEABQAAAAAAAAAAigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wA
       AAAAAACnAQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwAB
       AAUAAAD/////AIYAAQAEAAAAAAAAAGcAAQAQAAAAPyAAAOMLAABDIwAA9wsAAIwAAQAAAAAA
       iwABAAIAAAAfAIoAAQA8AAAAAwA2AAAACgBPcGVuU3ltYm9sAAAAAAAApwEAAP//AAAAAAUA
       AAAAAAAA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAA
       AAAAAAByAAIAGgAAAFkgAABVDQAAAQAAAAIi4QAAAAAA//8BAAIijAABAAAAAACLAAEAAgAA
       AB8AigABADwAAAADADYAAAAKAE9wZW5TeW1ib2wAAAAAAACnAQAA//8AAAAABQAAAAAAAAD/
       AwAAAAAAAAAAAP8DAAAAAACIAAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIA
       AgAaAAAAYiEAAFUNAAABAAAAuwPoAAAAAAD//wEAuwOMAAEAAAAAAIsAAQACAAAAHwCKAAEA
       OwAAAAMANQAAAAkAVGhvcm5kYWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAA
       AAD/AwAAAAAAiAABAAIAAAABAIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAAIUi
       AAC/DQAAAQBFmwAAAAAA//8BAEUAjAABAAAAAACLAAEAAgAAAB8AigABADwAAAADADYAAAAK
       AE9wZW5TeW1ib2wAALABAADBDQAA//8AAAAABQAAAAAAAAD/AwAAAAAAAAAAAP8DAAAAAACI
       AAEAAgAAAAEAhwABAAUAAAD/////AIYAAQAEAAAAAAAAAHIAAgAaAAAAcyMAAK4LAAABAAAA
       fQDmAAAAAAD//wEAfQCMAAEAAAAAAIsAAQACAAAAHwCKAAEAOwAAAAMANQAAAAkAVGhvcm5k
       YWxlAAAAAAAA/QAAAAAAAAAAAAUAAAAAAAIA/wMAAAAAAAAAAAD/AwAAAAAAiAABAAIAAAAB
       AIcAAQAFAAAA/////wCGAAEABAAAAAAAAAByAAIAFwAAABIkAAClDQAAAQBpRgAAAAAA//8B
       AGkAjAABAAAAAACVAAEABAAAAAAAAACWAAEAAgAAAAkAjAABAAAAAAA=
      </office:binary-data>
     </draw:image>
     <svg:desc>formula</svg:desc>
    </draw:frame></text:p>
  </office:text>
 </office:body>
</office:document>