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<html xmlns:v=3D"urn:schemas-microsoft-com:vml"xmlns:o=3D"urn:schemas-microsoft-com:office:office"xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"xmlns=3D"http://www.w3.org/TR/REC-html40">

<head><meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii"><meta name=3DProgId content=3DPowerPoint.Slide><meta name=3DGenerator content=3D"Microsoft PowerPoint 10"><link rel=3DFile-List href=3D"lec9_files/filelist.xml"><link rel=3DPreview href=3D"lec9_files/preview.wmf"><link rel=3DEdit-Time-Data href=3D"lec9_files/editdata.mso"><link rel=3DOLE-Object-Data href=3D"lec9_files/oledata.mso"><title>Searching</title><!--[if gte mso 9]><xml> <o:DocumentProperties> <o:Author>iu</o:Author> <o:Template>Pixel</o:Template> <o:LastAuthor>Creative</o:LastAuthor> <o:Revision>14</o:Revision> <o:TotalTime>454</o:TotalTime> <o:Created>2001-06-28T03:37:38Z</o:Created> <o:LastSaved>2005-02-02T07:33:08Z</o:LastSaved> <o:Words>884</o:Words> <o:PresentationFormat>On-screen Show</o:PresentationFormat> <o:Bytes>655416</o:Bytes> <o:Paragraphs>112</o:Paragraphs> <o:Slides>22</o:Slides> <o:Version>10.2625</o:Version> </o:DocumentProperties> <o:OfficeDocumentSettings> <o:PixelsPerInch>80</o:PixelsPerInch> </o:OfficeDocumentSettings></xml><![endif]--><link rel=3DPresentation-XML href=3D"lec9_files/pres.xml"><meta name=3DDescription content=3D"2/2/2005: Deletion"><meta http-equiv=3Dexpires content=3D0><![if !ppt]><script><!--

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<html xmlns:v=3D"urn:schemas-microsoft-com:vml"xmlns:o=3D"urn:schemas-microsoft-com:office:office"xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"xmlns=3D"http://www.w3.org/TR/REC-html40">

<head><meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii"><meta name=3DProgId content=3DPowerPoint.Slide><meta name=3DGenerator content=3D"Microsoft PowerPoint 10"><link id=3DMain-File rel=3DMain-File href=3D"../lec9.htm"><link rel=3DPreview href=3Dpreview.wmf><![if IE]><base href=3D"file:///C:\2687A099\lec9_files\master12.htm"id=3D"webarch_temp_base_tag"><![endif]><meta name=3DRobots content=3DNoIndex><link rel=3DStylesheet href=3D"master12_stylesheet.css"><![if !ppt]><script src=3Dscript.js></script><script><!--

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<div v:shape=3D"_x0000_s132102" class=3DO style=3D'mso-char-wrap:1;mso-kins=oku-overflow:1'><span style=3D'font-family:"Times New Roman";mso-special-format:lastCR'>=&#13;</span></div>

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<div v:shape=3D"_x0000_s132108" class=3DO style=3D'mso-char-wrap:1;mso-kins=oku-overflow:

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1'><span style=3D'font-family:Arial;font-size:75%;color:#9999CC;mso-color-i=ndex:5;mso-special-format:lastCR'>&#13;</span></div>

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<div v:shape=3D"_x0000_m132110" class=3DT>Click to edit Master title style<=/div>

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oku-overflow:1'><span style=3D'font-family:"Times New Roman";mso-special-format:lastCR'>=&#13;</span></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO style=3D'text-align:right;mso-ch=ar-wrap: 1;mso-kinsoku-overflow:1;position:absolute;top:94.0%;left:72.65%;width:21.=53%; height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-fi=eld-code: meta16'>1</span><span style=3D'font-family:"Arial Black";font-size:50%; mso-special-format:lastCR;display:none'>&#13;</span></div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s112642" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s112643" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:156pt;width:9in;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s112642" class=3DT style=3D'position:absolute;top:1=2.75%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Deletion</span></div> <div v:shape=3D"_x0000_s112643">

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<div class=3DB style=3D'position:absolute;top:30.0%;left:5.99%;width:88.2%; height:6.75%'><span style=3D'position:absolute;top:0%;left:4.24%;width:95.=75%; height:100.0%'><span class=3DBB style=3D'position:absolute;left:-4.43%;top=:.3em'>&uml;</span><span lang=3DDA>Delete node </span><span lang=3DDA><i>x</i></span><span lang=3DD=A> from a tree </span><span lang=3DDA><i>T</i></span><span lang=3DDA style=3D'displa=y:none'>&#13;</span></span></div> <div class=3DB style=3D'position:absolute;top:38.5%;left:5.99%;width:88.2%; height:6.75%'><span style=3D'position:absolute;top:0%;left:4.24%;width:95.=75%; height:100.0%'><span class=3DBB style=3D'position:absolute;left:-4.43%;top=:.3em'>&uml;</span><span lang=3DDA>We can distinguish three cases&#13;</span></span></div> <div class=3DB1 style=3D'position:absolute;top:46.75%;left:11.04%;width:83=.14%; height:6.0%'><span style=3D'position:absolute;top:0%;left:3.6%;width:96.17=%; height:100.0%'><span class=3DB1B style=3D'position:absolute;left:-3.74%; top:.3em'>&uml;</span><span lang=3DDA><i>x </i></span><span lang=3DDA>has =no children&#13;</span></span></div> <div class=3DB1 style=3D'position:absolute;top:54.25%;left:11.04%;width:83=.14%; height:6.0%'><span style=3D'position:absolute;top:0%;left:3.6%;width:96.17=%; height:100.0%'><span class=3DB1B style=3D'position:absolute;left:-3.74%; top:.3em'>&uml;</span><span lang=3DDA><i>x</i></span><span lang=3DDA> has =one child&#13;</span></span></div> <div class=3DB1 style=3D'position:absolute;top:61.75%;left:11.04%;width:83=.14%; height:6.0%'><span style=3D'position:absolute;top:0%;left:3.6%;width:96.17=%; height:100.0%'><span class=3DB1B style=3D'position:absolute;left:-3.74%; top:.3em'>&uml;</span><span lang=3DDA><i>x</i></span><span lang=3DDA> has =two children</span></span></div> </div></p:slide></div>

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<title>Searching</title><![if IE]><base href=3D"file:///C:\2687A099\lec9_files\slide0106.htm"id=3D"webarch_temp_base_tag"><![endif]><meta name=3DDescription content=3D"2/2/2005: Deletion Case 1"><link rel=3DStylesheet href=3D"master12_stylesheet.css"><![if !ppt]><style media=3Dprint><!--.sld

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>2<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s113666" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:66pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s113667" type==3D"#_x0000_m132111"

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style=3D'position:absolute;left:30pt;top:114pt;width:9in;height:60pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s113666" class=3DT style=3D'position:absolute;top:8=.75%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Deletion Case 1</span>=</div> <div v:shape=3D"_x0000_s113667" class=3DB style=3D'position:absolute;top:2=2.25%; left:5.24%;width:88.2%;height:6.75%'><span style=3D'position:absolute; top:0%;left:4.24%;width:95.75%;height:100.0%'><span class=3DBB style=3D'po=sition: absolute;left:-4.43%;top:.3em'>&uml;</span><span lang=3DDA>If </span><span lang=3DDA><i>x</i></span><span lang=3DDA> has no children &#8211; just rem=ove </span><span lang=3DDA><i>x</i></span></span></div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s113668" type=3D"#_x0000_t75" style=3D='position:absolute; left:230.875pt;top:176.25pt;width:258pt;height:333pt' fillcolor=3D"#99f [=4]" strokecolor=3D"black [1]" strokeweight=3D"1pt"> <v:fill color2=3D"white [0]"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarroww=idth=3D"narrow" endarrowlength=3D"short"/> <v:imagedata src=3D"slide0106_image002.png" o:title=3D""/> <v:shadow color=3D"#00007d [2]"/> </v:shape><o:OLEObject Type=3D"Embed" ProgID=3D"MSPhotoEd.3" ShapeID=3D"_x0000_s113668" DrawAspect=3D"Content" ObjectID=3D"96"> <p:oleclientdata menuname=3D"Photo Editor Photo" clipboardname=3D"Microsoft Photo Editor 3.0 Photo"/></o:OLEObject> <![if !vml]><img border=3D0 v:shapes=3D"_x0000_s113668" src=3D"slide0106_image003.gif" style=3D'position:absolute;top:32.75%;left:=32.02%; width:35.76%;height:61.75%'><![endif]></p:slide></div>

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<head><meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii"><meta name=3DProgId content=3DPowerPoint.Slide><meta name=3DGenerator content=3D"Microsoft PowerPoint 10"><link id=3DMain-File rel=3DMain-File href=3D"../lec9.htm"><link rel=3DPreview href=3Dpreview.wmf><link rel=3DOLE-Object-Data href=3Doledata.mso><!--[if !mso]><style>v\:* {behavior:url(#default#VML);}o\:* {behavior:url(#default#VML);}p\:* {behavior:url(#default#VML);}.shape {behavior:url(#default#VML);}v\:textbox {display:none;}</style><![endif]--><title>Searching</title><![if IE]><base href=3D"file:///C:\2687A099\lec9_files\slide0108.htm"id=3D"webarch_temp_base_tag"><![endif]><meta name=3DDescription content=3D"2/2/2005: Deletion Case 3">

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>4<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s115714" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:1in' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s115715" type==3D"#_x0000_m132111" style=3D'position:absolute;left:24pt;top:138pt;width:409.5pt;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape>

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<div v:shape=3D"_x0000_s115714" class=3DT style=3D'position:absolute;top:9=.5%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Deletion Case 3</span>=</div> <div v:shape=3D"_x0000_s115715"> <div class=3DB><span style=3D'position:absolute;top:26.5%;left:8.05%;width=:60.48%; height:6.75%'><span class=3DBB style=3D'position:absolute;left:-6.19%;top:=.3em'>&uml;</span><span lang=3DDA>If </span><span lang=3DDA><i>x</i></span><span lang=3DDA> has two children, then </span></span><span style=3D'position:absolute;top:33.75%; left:8.05%;width:52.05%;height:6.75%'><span lang=3DDA>to delete it we have to&#13;</span></span></div> <div class=3DB1><span style=3D'position:absolute;top:42.0%;left:12.54%;wid=th:46.81%; height:6.0%'><span class=3DB1B style=3D'position:absolute;left:-6.8%;top:.=3em'>&uml;</span><span lang=3DDA>find its successor (or </span></span><span style=3D'position:abs=olute; top:48.25%;left:12.54%;width:46.81%;height:6.0%'><span lang=3DDA>predecess=or) </span><span lang=3DDA><i>y&#13;</i></span></span></div> <div class=3DB1><span style=3D'position:absolute;top:55.75%;left:12.54%; width:52.99%;height:6.0%'><span class=3DB1B style=3D'position:absolute;lef=t:-6.0%; top:.3em'>&uml;</span><span lang=3DDA>remove y (note that y has </span></s=pan><span style=3D'position:absolute;top:62.0%;left:12.54%;width:53.18%;height:6.0%'=><span lang=3DDA>at most one child &#8211; why?)&#13;</span></span></div> <div class=3DB1 style=3D'position:absolute;top:69.5%;left:9.36%;width:50.0=%; height:6.0%'><span style=3D'position:absolute;top:0%;left:6.36%;width:93.6=3%; height:100.0%'><span class=3DB1B style=3D'position:absolute;left:-6.8%;top=:.3em'>&uml;</span><span lang=3DDA>replace x with y&#13;</span></span></div> <div class=3DB1 style=3D'position:absolute;top:77.0%;left:9.36%;width:50.0=%; height:6.0%'><span style=3D'position:absolute;top:0%;left:6.36%;width:93.6=3%; height:100.0%'><span style=3D'visibility:hidden'><span class=3DB1B style=3D'position:absolute;left:-6.8%'>&uml;</span></span><span lang=3DDA style=3D'mso-special-format:lastCR;display:none'><i>&#13;</i></span></span=></div> </div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>5<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s116738" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><v:rect id=3D"_x0000_s116739" st=yle=3D'position:absolute; left:65pt;top:119.75pt;width:571.5pt;height:377.25pt' filled=3D"f" fillco=lor=3D"#99f [4]" stroked=3D"f" strokecolor=3D"black [1]" strokeweight=3D"1pt"> <v:fill color2=3D"white [0]"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarroww=idth=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:rect> <div v:shape=3D"_x0000_s116738" class=3DT style=3D'position:absolute;top:1=2.75%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Delete Pseudocode</spa=n></div> <div v:shape=3D"_x0000_s116739" class=3DO style=3D'tab-stops:.25in .4722in= .7083in .9444in 1.1805in 1.4166in 1.6527in 1.8906in 2.1267in 2.3628in 2.59=89in'> <div style=3D'text-align:justify;position:absolute;top:23.0%;left:10.11%; width:25.09%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=

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ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:83%'><b>TreeDelete</b></span=><span lang=3DEN-GB style=3D'font-family:"Courier New";mso-ascii-font-family:"Cou=rier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:83%'>(T,z)&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:27.0%;left:10.11%; width:55.24%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>01</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> left[z] </span><span lang=3DDA style=3D'font-family:Symbol; mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New";mso-hansi-=font-family: Symbol;font-size:75%'>=3D</span><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> NIL or right[z] =3D NI=L</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%;display:none'>&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:31.0%;left:10.11%; width:23.59%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>02</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>&nbsp; </span></span><span lang=3DDA style=3D'f=ont-family: "Courier New";mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Ti=mes New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'><b>then </b></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>y </span><span style=3D'font-family:Symbol;mso-ascii-font-f=amily: Symbol;mso-bidi-font-family:"Courier New";mso-hansi-font-family:Symbol; font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier N=ew"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> z&#13;</span></nobr></=div> <div style=3D'text-align:justify;position:absolute;top:35.0%;left:10.11%; width:45.88%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>03<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA

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style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>else</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> y </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> TreeSuccessor(z)&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:39.0%;left:10.11%; width:28.46%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>04 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'> left[y] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&sup1;</span><sp=an lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> NIL &#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:43.0%;left:10.11%; width:32.58%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>05<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>then</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> x </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> left[y]&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:47.0%;left:10.11%; width:34.08%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>06<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>else</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> x </span><span

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style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> right[y]&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:51.0%;left:10.11%; width:19.47%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>07 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> x </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&sup1;</span><sp=an lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> NIL &#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:55.0%;left:10.11%; width:32.58%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>08<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>then</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> p[x] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> p[y]&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:59.5%;left:10.11%; width:23.97%;height:4.0%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>09 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> p[y] =3D NIL&#13;</spa=n></nobr></div> <div style=3D'text-align:justify;position:absolute;top:63.0%;left:10.11%; width:32.58%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>10<span

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style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>then</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> root[T] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> x&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:67.5%;left:10.11%; width:40.44%;height:4.0%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>11<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>else</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> </span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> y =3D left[p[y]]&#13;<=/span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:71.0%;left:10.11%; width:39.88%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>12<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span la=ng=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>then</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> left[p[y]] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> x&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:75.0%;left:10.11%; width:41.38%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>13<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span la=ng=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>else</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New";

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mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> right[p[y]] </span><sp=an style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> x&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:79.0%;left:10.11%; width:16.47%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>14 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>if</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> y </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&sup1;</span><sp=an lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> z&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:83.0%;left:10.11%; width:72.84%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>15<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>then</b></span><span lang=3DDA style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> key[z] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> key[y] //copy all fileds of y&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:87.5%;left:10.11%; width:16.66%;height:4.0%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>16 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%'><b>return</b></span><span lang=3DDA style=3D'font-family:"C=ourier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'> y</span></nobr></div> </div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6"

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masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>6<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s136194" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:78pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s136195" type==3D"#_x0000_m132111" style=3D'position:absolute;left:30pt;top:126pt;width:9in;height:114pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s136194" class=3DT style=3D'position:absolute;top:1=0.0%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>In order traversal of =a BST</span></div> <div v:shape=3D"_x0000_s136195" class=3DB style=3D'mso-line-spacing:"90 20= 0"'><span style=3D'position:absolute;top:23.75%;left:8.98%;width:94.56%;height:6.75%='><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-3.96%;top:.3em;font-family:Wingdings;font-size:75%'>&uml;</=span><span lang=3DDA>ITW can be thought of as a projection of </span></span><span style=3D'position:absolute;top:30.25%;left:8.98%;width:91.94%;height:6.75%='><span lang=3DDA>the BST nodes onto a one dimensional </span></span><span style=3D'position:absolute;top:36.5%;left:8.98%;width:84.45%;height:6.75%'=><span lang=3DDA>interval</span></span></div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/>

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<html xmlns:v=3D"urn:schemas-microsoft-com:vml"xmlns:o=3D"urn:schemas-microsoft-com:office:office"xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"xmlns=3D"http://www.w3.org/TR/REC-html40">

<head><meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii"><meta name=3DProgId content=3DPowerPoint.Slide><meta name=3DGenerator content=3D"Microsoft PowerPoint 10"><link id=3DMain-File rel=3DMain-File href=3D"../lec9.htm"><link rel=3DPreview href=3Dpreview.wmf><!--[if !mso]><style>v\:* {behavior:url(#default#VML);}o\:* {behavior:url(#default#VML);}p\:* {behavior:url(#default#VML);}.shape {behavior:url(#default#VML);}v\:textbox {display:none;}</style><![endif]--><title>Searching</title><![if IE]><base href=3D"file:///C:\2687A099\lec9_files\slide0110.htm"id=3D"webarch_temp_base_tag"><![endif]><meta name=3DDescription content=3D"2/2/2005: BST Sorting"><link rel=3DStylesheet href=3D"master12_stylesheet.css"><![if !ppt]><style media=3Dprint><!--.sld

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>7<=

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/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s134146" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:78pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s134147" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:114pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape><v:rect id=3D"_x00=00_s134148" style=3D'position:absolute;left:100.5pt;top:228pt;width:406.875pt;height:=117.75pt' filled=3D"f" fillcolor=3D"#99f [4]" stroked=3D"f" strokecolor=3D"black [1=]" strokeweight=3D"1pt"> <v:fill color2=3D"white [0]"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarroww=idth=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:rect> <div v:shape=3D"_x0000_s134146" class=3DT style=3D'position:absolute;top:1=0.0%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>BST Sorting</span></di=v> <div v:shape=3D"_x0000_s134147" class=3DB><span style=3D'position:absolute; top:22.25%;left:9.73%;width:92.88%;height:6.75%'><span class=3DBB style=3D'position:absolute;left:-4.03%;top:.3em'>&uml;</span><span lang=3D=DA>Use TreeInsert and InorderTreeWalk to </span></span><span style=3D'position:ab=solute; top:29.25%;left:9.73%;width:84.45%;height:6.75%'><span lang=3DDA>sort a li=st of </span><span lang=3DDA><i>n</i></span><span lang=3DDA> elements, </span><span lang=3DDA=><i>A</i></span></span></div> <div v:shape=3D"_x0000_s134148" class=3DO style=3D'tab-stops:.25in .4722in= .7083in .9444in 1.1805in 1.4166in 1.6527in 1.8906in 2.1267in 2.3628in 2.59=89in'> <div style=3D'text-align:justify;position:absolute;top:43.0%;left:14.98%; width:18.53%;height:4.5%'><nobr><span lang=3DDA style=3D'font-family:"Cour=ier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:83%'><b>TreeSort</b></span><=span

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lang=3DEN-GB style=3D'font-family:"Courier New";mso-ascii-font-family:"Cou=rier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:83%'>(</span><span lang=3DDA style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:83%'>A</span><span lang=3DEN=-GB style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:83%'>)&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:47.0%;left:14.98%; width:25.09%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>01</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'>root[T] </span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";mso-hansi-font-family:Symbol;font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> </span><span lang=3DDA style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>NIL</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%;display:none'>&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:51.0%;left:14.98%; width:26.59%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>02</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'><b>for</b></span><span lang=3DDA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courie=r New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'> i </span><span style=3D'font-family:Symbol;mso-ascii-font-=family: Symbol;mso-bidi-font-family:"Courier New";mso-hansi-font-family:Symbol; font-size:75%'>&not;</span><span lang=3DDA style=3D'font-family:"Courier N=ew"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> 1 </span><span lang=3D=DA style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'><b>to</b></span><span lang=3DDA style=3D'font-family:"Couri=er New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'> n</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%;display:none'>&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:55.5%;left:14.98%; width:34.45%;height:4.0%'><nobr><span style=3D'font-family:"Courier New";

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mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>03</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Times New Roman"; mso-hansi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>&nbsp; </span>TreeInsert(T,A[i])</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%;display:none'>&#13;</span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:59.5%;left:14.98%; width:40.44%;height:4.0%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>04</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Times New Roman";mso-hansi-font-family:"Courier New"; font-size:75%'>&nbsp;</span><span lang=3DDA style=3D'font-family:"Courier =New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; mso-hansi-font-family:"Courier New";font-size:75%'>InorderTreeWalk(root[T]=)</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";mso-hansi-font-family:"Courier New"; font-size:75%;mso-special-format:lastCR;display:none'>&#13;</span></nobr><=/div> </div></p:slide></div>

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id=3D"webarch_temp_base_tag"><![endif]><meta name=3DDescription content=3D"2/2/2005: BST Sorting (2)"><link rel=3DStylesheet href=3D"master12_stylesheet.css"><![if !ppt]><style media=3Dprint><!--.sld

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<body lang=3DEN-US style=3D'margin:0px;background-color:black'onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>8<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s135170" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:126pt;width:9in;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s135171" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:78pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/>

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<v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape> <div v:shape=3D"_x0000_s135170" class=3DB> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:23.75%;left:9.73%;width:84.45%;height:6.0%'><span style=3D'font-size:8=8%'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-4.43%;top:.3em;font-family:Wingdings;font-size:75%'>&uml;</=span></span><span lang=3DDA style=3D'font-size:88%'>Sort the following numbers<br> </span></span><span style=3D'position:absolute;top:29.5%;left:9.73%;width=:84.45%; height:6.0%'><span lang=3DDA style=3D'font-size:88%'>5 10 7 1 3 1 8&#13;</=span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:36.25%; left:5.99%;width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0=%; left:4.24%;width:95.75%;height:100.0%'><span style=3D'font-size:88%'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-4.43%;top:.3em;font-family:Wingdings;font-size:75%'>&uml;</=span></span><span lang=3DDA style=3D'font-size:88%'>Build a binary search tree&#13;</span></=span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:43.25%; left:5.99%;width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0=%; left:4.24%;width:95.75%;height:100.0%'><span style=3D'font-size:88%;visibi=lity: hidden'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-i=ndex: 5;position:absolute;left:-4.43%;font-family:Wingdings;font-size:75%'>&uml;=</span></span><span lang=3DDA style=3D'font-size:88%;display:none'>&#13;</span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:50.0%;left:=5.99%; width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0%;left:4.24=%; width:95.75%;height:100.0%'><span style=3D'font-size:88%;visibility:hidden='><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-4.43%;font-family:Wingdings;font-size:75%'>&uml;</span></sp=an><span lang=3DDA style=3D'font-size:88%;display:none'>&#13;</span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:56.75%; left:5.99%;width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0=%; left:4.24%;width:95.75%;height:100.0%'><span style=3D'font-size:88%;visibi=lity: hidden'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-i=ndex: 5;position:absolute;left:-4.43%;font-family:Wingdings;font-size:75%'>&uml;=</span></span><span lang=3DDA style=3D'font-size:88%;display:none'>&#13;</span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:63.75%; left:5.99%;width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0=%; left:4.24%;width:95.75%;height:100.0%'><span style=3D'font-size:88%;visibi=lity: hidden'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-i=ndex:

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5;position:absolute;left:-4.43%;font-family:Wingdings;font-size:75%'>&uml;=</span></span><span lang=3DDA style=3D'font-size:88%;display:none'>&#13;</span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:70.5%;left:=5.99%; width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0%;left:4.24=%; width:95.75%;height:100.0%'><span style=3D'font-size:88%'><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-4.43%;top:.3em;font-family:Wingdings;font-size:75%'>&uml;</=span></span><span lang=3DDA style=3D'font-size:88%'>Call InorderTreeWalk&#13;</span></span><=/div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:77.5%;left:=5.99%; width:88.2%;height:6.0%'><span style=3D'position:absolute;top:0%;left:4.24=%; width:95.75%;height:100.0%'><span style=3D'font-size:88%;visibility:hidden='><span style=3D'mso-special-format:bullet;color:#9999CC;mso-color-index:5;positio=n: absolute;left:-4.43%;font-family:Wingdings;font-size:75%'>&uml;</span></sp=an><span lang=3DDA style=3D'font-size:88%;display:none'>&#13;</span></span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:84.25%; left:5.99%;width:88.2%;height:6.0%'><span style=3D'mso-special-format:nobu=llet; display:none;color:#9999CC;mso-color-index:5;font-family:Wingdings;font-si=ze: 75%'>&uml;</span><span lang=3DDA style=3D'font-size:88%'><span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp; </span>1 1 3 5 7 8 10</span></div> </div> <div v:shape=3D"_x0000_s135171" class=3DT style=3D'position:absolute;top:1=0.0%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>BST Sorting (2)</span>=</div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s135172" type=3D"#_x0000_t75" style=3D='position:absolute; left:87.25pt;top:229.25pt;width:396.875pt;height:152.875pt' fillcolor=3D"=#99f [4]" strokecolor=3D"black [1]" strokeweight=3D"1pt">

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>9<=/span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s137218" type==3D"#_x0000_m132110" style=3D'position:absolute;left:30pt;top:30pt;width:630pt;height:1in' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange

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href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s137219" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:114pt;width:9in;height:378pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s137218" class=3DT style=3D'position:absolute;top:8=.25%; left:5.24%;width:92.88%;height:8.5%'>In what order should we insert?</div> <div v:shape=3D"_x0000_s137219" class=3DB> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:21.5%;left:=5.99%; width:88.2%;height:6.75%'><span style=3D'position:absolute;top:0%;left:4.2=4%; width:95.75%;height:100.0%'><span style=3D'mso-special-format:bullet;color=:#9999CC; mso-color-index:5;position:absolute;left:-4.43%;top:.3em;font-family:Wingd=ings; font-size:75%'>&uml;</span>We want to sort numbers {1,2,&#8230;,n}&#13;</s=pan></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:29.5%;left:9.73%;width:95.13%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.93%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Total time taken= to insert these numbers </span><span style=3D'position:absolute;top:35.75%; left:9.73%;width:100.56%;height:6.75%'>equals the sum of the level numbers= of the </span><span style=3D'position:absolute;top:42.25%;left:9.73%;width:84=.45%; height:6.75%'>nodes. &#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:50.0%;left:9.73%;width:84.45%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.43%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Thus if numbers =were inserted in </span><span style=3D'position:absolute;top:56.25%;left:9.73%; width:91.94%;height:6.75%'>ascending order we would get a tree of </span><=span style=3D'position:absolute;top:62.75%;left:9.73%;width:93.07%;height:6.75%='>height n-1 in which there is one node at </span><span style=3D'position:absolute; top:69.25%;left:9.73%;width:84.45%;height:6.75%'>each level.&#13;</span></=div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:77.0%;left:9.73%;width:92.5%;height:6.75%'><span style=3D'mso-special-=format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.04%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>So total time for insertion in this case is </span><span style=3D'position:absolute;top:83.2=5%; left:9.73%;width:84.45%;height:6.75%'>1+2+3+&#8230;+n-1 =3D O(n<span style=3D'font-size:66%;position:relative;top:-.45em;mso-text-raise:30%'>2<=/span>).</span></div> </div></p:slide></div>

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href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>10=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s138242" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:84pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s138243" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:156pt;width:9in;height:336pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s138242" class=3DT style=3D'position:absolute;top:1=0.5%; left:5.99%;width:92.88%;height:8.5%'>Inserting a random permutation</div> <div v:shape=3D"_x0000_s138243" class=3DB><span style=3D'position:absolute; top:30.0%;left:9.73%;width:96.06%;height:6.0%'><span style=3D'font-size:88=%'><span class=3DBB style=3D'position:absolute;left:-3.89%;top:.3em'>&uml;</span></=span><span style=3D'font-size:88%'>Suppose we take a random permutation of the </span=></span><span style=3D'position:absolute;top:36.25%;left:9.73%;width:84.45%;height:6.0%'=><span style=3D'font-size:88%'>keys and inserted them in this order.&#13;</span><=/span><span style=3D'position:absolute;top:43.5%;left:9.73%;width:91.19%;height:6.0%'>=<span style=3D'font-size:88%'><span class=3DBB style=3D'position:absolute;left:-=4.1%; top:.3em'>&uml;</span></span><span style=3D'font-size:88%'>The total time required for insertion is now a </span></span><span style=3D'position:abso=lute; top:49.75%;left:9.73%;width:84.45%;height:6.0%'><span style=3D'font-size:8=8%'>random variable.&#13;</span></span><span style=3D'position:absolute;top:57.25%; left:9.73%;width:97.0%;height:6.0%'><span style=3D'font-size:88%'><span class=3DBB style=3D'position:absolute;left:-3.86%;top:.3em'>&uml;</span></=span><span style=3D'font-size:88%'>We want to compute the expected value of this </sp=an></span><span style=3D'position:absolute;top:63.5%;left:9.73%;width:84.45%;height:6.0%'>=

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<span style=3D'font-size:88%'>r.v.&#13;</span></span><span style=3D'position:abs=olute; top:71.0%;left:9.73%;width:92.13%;height:6.0%'><span style=3D'font-size:88=%'><span class=3DBB style=3D'position:absolute;left:-4.06%;top:.3em'>&uml;</span></=span><span style=3D'font-size:88%'>Recall that the expected value of a r.v. is the </=span></span><span style=3D'position:absolute;top:77.25%;left:9.73%;width:94.0%;height:6.0%'>=<span style=3D'font-size:88%'>average value it takes over a large number of </sp=an></span><span style=3D'position:absolute;top:83.5%;left:9.73%;width:84.45%;height:6.0%'>=<span style=3D'font-size:88%'>trials.</span></span></div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>11=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s139266" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s139267" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:156pt;width:9in;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s139266" class=3DT><span style=3D'position:absolute; top:9.0%;left:5.99%;width:98.12%;height:7.75%'><span style=3D'font-size:90=%'>Expected insertion time for a random </span></span><span style=3D'position:absolute; top:17.0%;left:5.99%;width:88.2%;height:7.75%'><span style=3D'font-size:90=%'>permutation</span></span></div> <div v:shape=3D"_x0000_s139267" class=3DB> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:29.5%;left:9.73%;width:100.56%;height:6.75%'><span style=3D'mso-specia=

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l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.72%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>We will compute =the average time taken to </span><span style=3D'position:absolute;top:35.75%; left:9.73%;width:98.5%;height:6.75%'>insert keys in the order specified by= the n! </span><span style=3D'position:absolute;top:42.25%;left:9.73%;width:84.=45%; height:6.75%'>permutations. &#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:50.0%;left:9.73%;width:84.45%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.43%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>In other words, =for each of the n! </span><span style=3D'position:absolute;top:56.25%;left:9.7=3%; width:90.44%;height:6.75%'>permutations we will compute the time </span><s=pan style=3D'position:absolute;top:62.75%;left:9.73%;width:98.12%;height:6.75%='>taken to insert keys in that order and then </span><span style=3D'position:absol=ute; top:69.0%;left:9.73%;width:84.45%;height:6.75%'>compute the average.&#13;<=/span></div> <div style=3D'mso-line-spacing:"90 20 0";position:absolute;top:77.0%;left:=5.99%; width:88.2%;height:6.75%'><span style=3D'position:absolute;top:0%;left:4.2=4%; width:95.75%;height:100.0%'><span style=3D'mso-special-format:bullet;color=:#9999CC; mso-color-index:5;position:absolute;left:-4.43%;top:.3em;font-family:Wingd=ings; font-size:75%'>&uml;</span>Let T(n) denote this quantity.</span></div> </div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>12=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s140290" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/>

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<v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s140291" type==3D"#_x0000_m132111" style=3D'position:absolute;left:24pt;top:156pt;width:660pt;height:342pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s140290" class=3DT style=3D'position:absolute;top:1=2.75%; left:5.99%;width:102.99%;height:8.5%'>Inserting a random permutation (2)</=div> <div v:shape=3D"_x0000_s140291" class=3DB><span style=3D'position:absolute; top:30.0%;left:8.05%;width:91.38%;height:6.75%'><span class=3DBB style=3D'position:absolute;left:-4.09%;top:.3em'>&uml;</span>Of the n! permutations, there are (n-1)! </span><span style=3D'position:absolute; top:37.0%;left:8.05%;width:100.56%;height:6.75%'>permutations in which the first element is i.&#13;</span><span style=3D'position:absolute;top:45.5%; left:8.05%;width:102.05%;height:6.75%'><span class=3DBB style=3D'position:=absolute; left:-3.66%;top:.3em'>&uml;</span>The tree formed in these instances has i= as </span><span style=3D'position:absolute;top:52.75%;left:8.05%;width:97.56%;height:6.75%='>the root. The left subtree has keys 1..(i-1) </span><span style=3D'position:ab=solute; top:59.75%;left:8.05%;width:89.7%;height:6.75%'>and the right subtree has =keys (i+1)..n&#13;</span><span style=3D'position:absolute;top:68.25%;left:8.05%; width:101.12%;height:6.75%'><span class=3DBB style=3D'position:absolute; left:-3.7%;top:.3em'>&uml;</span>Consider the ordering of keys 1..(i-1) in= the </span><span style=3D'position:absolute;top:75.5%;left:8.05%;width:98.68%; height:6.75%'>(n-1)! permutations. All (i-1)! permutations </span><span style=3D'position:absolute;top:82.5%;left:8.05%;width:99.62%;height:6.75%'=>appear and each occurs (n-1)!/(i-1)! times.</span></div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>13=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s141314" type=

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=3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:108pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s141315" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:156pt;width:9in;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s141314" class=3DT style=3D'position:absolute;top:1=2.75%; left:5.99%;width:99.25%;height:8.5%'>Inserting a random permuation(3)</div> <div v:shape=3D"_x0000_s141315" class=3DB><span style=3D'position:absolute; top:30.0%;left:9.73%;width:100.56%;height:6.75%'><span class=3DBB style=3D'position:absolute;left:-3.72%;top:.3em'>&uml;</span>Recall that i=f we only had keys 1..(i-1) then </span><span style=3D'position:absolute;top:37=.0%; left:9.73%;width:100.18%;height:6.75%'>average time taken to insert them is T(i-1).&#13;</span><span style=3D'position:absolute;top:45.5%;left:9.73%; width:100.74%;height:6.75%'><span class=3DBB style=3D'position:absolute; left:-3.71%;top:.3em'>&uml;</span>The average is taken over all permutatio=ns </span><span style=3D'position:absolute;top:52.75%;left:9.73%;width:84.45%;height:6.75%='>of 1..(i-1).&#13;</span><span style=3D'position:absolute;top:61.25%;left:9.73=%; width:84.45%;height:6.75%'><span class=3DBB style=3D'position:absolute;lef=t:-4.43%; top:.3em'>&uml;</span>hence total time to insert all (i-1)! </span><span style=3D'position:absolute;top:68.25%;left:9.73%;width:84.45%;height:6.75%='>permutations is (i-1)!T(i-1).&#13;</span> <div style=3D'position:absolute;top:76.75%;left:5.99%;width:88.2%;height:6=.75%'><span style=3D'position:absolute;top:0%;left:4.24%;width:95.75%;height:100.0%'><=span style=3D'visibility:hidden'><span class=3DBB style=3D'position:absolute;le=ft:-4.43%'>&uml;</span></span><span style=3D'mso-special-format:lastCR;display:none'>&#13;</span></span></div> </div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>14=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0

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v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s142338" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:78pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s142339" type==3D"#_x0000_m132111" style=3D'position:absolute;left:24pt;top:126pt;width:672pt;height:390pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s142338" class=3DT style=3D'position:absolute;top:1=0.0%; left:5.99%;width:101.12%;height:8.5%'>Inserting a random permutation(4)</d=iv> <div v:shape=3D"_x0000_s142339" class=3DB> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:23.75%;left:8.05%;width:92.5%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.04%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>When inserting k=eys 1..(i-1) into the left </span><span style=3D'position:absolute;top:30.25%; left:8.05%;width:101.68%;height:6.75%'>subtree, each key has to be compared with </span><span style=3D'position:absolute;top:36.5%;left:8.05%;width:87=.82%; height:6.75%'>the root. &#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:44.5%;left:8.05%;width:104.11%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.59%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>This leads to an additional unit cost for each </span><span style=3D'position:absolute; top:50.75%;left:8.05%;width:87.82%;height:6.75%'>key.&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:58.5%;left:8.05%;width:101.68%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.68%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>So total time to insert all (i-1)! permutations </span><span style=3D'position:absolute; top:65.0%;left:8.05%;width:87.82%;height:6.75%'>is (i-1)!(T(i-1)+(i-1)).&#=13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:72.75%;left:8.05%;width:103.37%;height:6.75%'><span style=3D'mso-speci=al-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.62%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Since each permutation appears (n-1)!/(i-1)! </span><span style=3D'position:absolute; top:79.25%;left:8.05%;width:92.5%;height:6.75%'>times, total time to insert keys 1..(i-1) is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style=3D'position:absolute;top:85.5%;left:8.05%;width:=87.82%; height:6.75%'>(n-1)!(T(i-1)+(i-1)) </span></div>

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0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>15=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s143362" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:66pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s143363" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:120pt;width:9in;height:402pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s143362" class=3DT style=3D'position:absolute;top:8=.75%; left:5.99%;width:101.12%;height:8.5%'>Inserting a random permutation(5)</d=iv> <div v:shape=3D"_x0000_s143363" class=3DB> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:22.75%;left:9.73%;width:84.45%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.43%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Time to insert k=eys 1..(i-1) is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style=3D'position:absolute;top:29.0%;left:9.73%;width:=84.45%; height:6.75%'>(n-1)!(T(i-1)+(i-1))&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:37.0%;left:9.73%;width:89.7%;height:6.75%'><span style=3D'mso-special-=format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.17%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Similarly, time =to insert keys (i+1)..n is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;=

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&nbsp; </span></span><span style=3D'position:absolute;top:43.25%;left:9.73%;width=:84.45%; height:6.75%'>(n-1)!(T(n-i)+(n-i))&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:51.0%;left:9.73%;width:84.45%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.43%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Total time to in=sert all n keys in </span><span style=3D'position:absolute;top:57.5%;left:9.73%; width:88.95%;height:6.75%'>permutations where the first key is i is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style=3D'position:absolute;top:63.75%;left:9.73%;width:84.45%;height:6.75%='>(n-1)! (T(i-1)+T(n-i)+ n-1)&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:71.75%;left:9.73%;width:85.95%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.35%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Total time to in=sert all n keys in all n! </span><span style=3D'position:absolute;top:78.0%; left:9.73%;width:84.45%;height:6.75%'>permutations is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style=3D'position:absolute;top:84.0%;left:9.73%;width:=84.45%; height:7.5%'>(n-1)! <span style=3D'font-family:Symbol;mso-ascii-font-famil=y: Symbol;mso-char-type:symbol'>&aring;</span><span style=3D'font-size:66%; position:relative;top:.37em;mso-text-raise:-25%'>i=3D1</span><span style=3D'font-size:66%;position:relative;top:-.45em;mso-text-raise:30%'>n<=/span><span style=3D'mso-spacerun:yes'>&nbsp;</span>(T(i-1)+T(n-i)+ n-1).</span></div> </div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>16=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s144386" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:66pt' o:userdrawn=3D"f">

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<v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s144387" type==3D"#_x0000_m132111" style=3D'position:absolute;left:24pt;top:390pt;width:660pt;height:114pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s144386" class=3DT style=3D'position:absolute;top:8=.75%; left:5.99%;width:88.2%;height:8.5%'>Building the recurrence</div> <div v:shape=3D"_x0000_s144387" class=3DB><span style=3D'position:absolute; top:73.25%;left:8.05%;width:94.75%;height:6.0%'><span style=3D'font-size:8=8%'><span class=3DBB style=3D'position:absolute;left:-3.95%;top:.3em'>&uml;</span></=span><span style=3D'font-size:88%'>We are expressing the value of function T() at </s=pan></span><span style=3D'position:absolute;top:79.5%;left:8.05%;width:99.62%;height:6.0%'>=<span style=3D'font-size:88%'>point n in terms of the value of T() at points 0..=n-</span></span><span style=3D'position:absolute;top:85.75%;left:8.05%;width:86.14%;height:6.0%'=><span style=3D'font-size:88%'>1. This is called a </span><span style=3D'font-siz=e:88%; color:#00007D;mso-color-index:2'>recurrence relation</span><span style=3D'font-size:88%'>.</span></span></div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s144388" type=3D"#_x0000_t75" style=3D='position:absolute; left:36pt;top:126pt;width:606pt;height:249.125pt;visibility:visible; mso-wrap-style:none;v-text-anchor:middle' fillcolor=3D"#99f [4]" strokeco=lor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:imagedata src=3D"slide0120_image016.png" o:title=3D"txp_fig"/> <v:shadow color=3D"#00007d [2]"/> <p:tag name=3D"SOURCE" type=3D"string" value=3D"\documentclass{slides}\pagestyle{empty}&#13;&#10;\begin{documen=t}&#13;&#10;Average time to insert n keys is &#13;&#10;\begin{eqnarray*}&#1=3;&#10;T(n) &amp; =3D &amp; \frac{1}{n}\sum_{i=3D1}^n (T(i-1)+T(n-i)+n-1) \=

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\&#13;&#10;&amp; =3D &amp; \frac{2}{n}\sum_{i=3D0}^{n-1} T(i) + n-1&#13;&#1=0;\end{eqnarray*}&#13;&#10;Note that T(0)=3D0&#13;&#10;\end{document}&#13;&=#10;"/><p:tag name=3D"EXTERNALNAME" type=3D"string" value=3D"txp_fig"/><p:tag name=3D"=BLEND" type=3D"string" value=3D"False"/><p:tag name=3D"TRANSPARENT" type=3D"str=ing" value=3D"False"/><p:tag name=3D"KEEPFILES" type=3D"string" value=3D"Fals=e"/><p:tag name=3D"DEBUGPAUSE" type=3D"string" value=3D"False"/><p:tag name=3D"RESO=LUTION" type=3D"string" value=3D"1200"/><p:tag name=3D"TIMEOUT" type=3D"string" value=3D"(none)"/><p:tag name=3D"BOXWIDTH" type=3D"string" value=3D"389"=/><p:tag name=3D"BOXHEIGHT" type=3D"string" value=3D"292"/><p:tag name=3D"BOXFONT" type=3D"string" value=3D"10"/><p:tag name=3D"BOXWRAP" type=3D"string" va=lue=3D"False"/><p:tag name=3D"WORKAROUNDTRANSPARENCYBUG" type=3D"string" value=3D"False"/><p:t=ag name=3D"ALLOWFONTSUBSTITUTION" type=3D"string" value=3D"False"/><p:tag name=3D"BITMAPFORMAT" type=3D"string" value=3D"pngmono"/><p:tag name=3D"=ORIGWIDTH" type=3D"string" value=3D"450"/><p:tag name=3D"PICTUREFILESIZE" type=3D"s=tring" value=3D"63468"/></v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x000=0_s144388" src=3D"slide0120_image017.jpg" style=3D'position:absolute;top:23.25%;left:=5.05%; width:84.08%;height:46.25%'><![endif]></p:slide></div>

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href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>17=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s145410" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:60pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape> <div v:shape=3D"_x0000_s145410" class=3DT style=3D'position:absolute;top:8=.25%; left:5.99%;width:88.2%;height:8.5%'>Solving the recurrence</div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s145416" type=3D"#_x0000_t75" style=3D='position:absolute; left:42pt;top:93.375pt;width:9in;height:431.25pt;visibility:visible; mso-wrap-style:none;v-text-anchor:middle' fillcolor=3D"#99f [4]" strokeco=lor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:imagedata src=3D"slide0121_image018.png" o:title=3D"txp_fig"/> <v:shadow color=3D"#00007d [2]"/> <p:tag name=3D"SOURCE" type=3D"string" value=3D"\documentclass{slides}\pagestyle{empty}&#13;&#10;\begin{documen=t}&#13;&#10;Since $$T(n-1) =3D \frac{2}{n-1}\sum_{i=3D0}^{n-2} T(i) + n-2$$= &#13;&#10;we have $$\frac{2}{n}\sum_{i=3D0}^{n-2} T(i) =3D \frac{n-1}{n}(T=(n-1)-n+2)$$&#13;&#10;&#13;&#10;Substituting in the expression for T(n) we= get &#13;&#10;\begin{eqnarray*}&#13;&#10;T(n) &amp; =3D &amp; \frac{n-1}{n=}(T(n-1)-n+2)+ \frac{2}{n}T(n-1) + n-1 \\&#13;&#10;&amp; =3D &amp; \frac{n+=1}{n}T(n-1) + \frac{2(n-1)}{n}&#13;&#10;\end{eqnarray*}&#13;&#10;\end{docum=

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oP3tzZBqdBMzFk2T6GY/BjdXN3X295vrpn1cN76J/oTdz9RN3OWeqptmnm6Sb9wqlMyjCPzvrG7aKd34+1IZtL7jUUpJ/xLD47rZJylaUzeHu3STmlUwFk3Qzde4dT9GOEs3cRQ+A8m3igPvoJvuHt3Ev5tN6+b4ZN2U4pbk+oVKZLR/6tPoMr4bTTSjG3evuvO/hu2vqpuk866lG1fel+z4ZjRZj+UoTlI3pWb3Dro5rKGbsYmKtyHQzYq6OarSjSKIfi/TTa+vE1e6YVvto/Yh2f6dqY3qZqzQKtGNixDdXJjQTT38837djOs1xPJkdLOibnpVulEE0e9luhndomurEXc86KawU5T3Gd2kFHTTr6KboYluSDfypJfXzb+d/7nSo6pr6eac0c0R3czRzY/7eRbFtEA3sjTRzTLdDBfg8APdrKub36hnrqabQ3LjNI4gD8lBNzFDiZ4S3Xy5CNHNhYJujuvoZrhK7n1A6GZF3fxLWB2Fs5puTvI6MdKHOx50EzOkUOpmj25S/lg33YZ0EzWX/pm6mdlGJpZbDGFE4cQ10BV0092cmG1T3YivIKGbGK8b/xct9iJXk/WYhOIJvfCU1oY4p5ysrVHIRPDqAt1k6uj6wL/zAT1bN7IuX143l8ii9rmebvqqSjr95doxZD7UXFrn6hauVmfP003myyAupO3qZijRY6KbIZ4FupHRfpRuxgb5kG7O6ObPdHNJY3dTNz/u2J3efkM3p4xuenRTjGs4Qepmh25SSplYSzeNuk1CN+vp5toCo0GB9XQjrxOO662q/1cUQyYN76ebXbwtOuHoAhl0c0A3EX+tm247ummTrvlU3cxZ1T4V27XAojKNa6Qt6+ZWt20zxfMuusn1/tuJnWgvbjC4d4F0Tjc/LsKJVqOilQkL88OZ8SzHx+qmzdTRQQWEbr59oHN0MzEhMaQkOmCubmbMlHSZvtq4YlG6iXput4Zuopir1XWTFOvjuvnWuqlFMU/Vo6Som4l3ej9ZN0kfOqIbFeV6urkGFt1kF2tkuW76TF/tUt2kzyWhvO7VTZPTze5mGAlP0c3OnV+jm5SSbpqVdKPHnJ+tm299yqvr5ifObOYl2Xt1c8z01QO6KTE07oM75HANzdfyAt1EN6voZpFuLuX04wN6qm66belmTr/JfPrFM7RlnYkFurk1dCmuEx4/uo5u8kFK3fxq3RTrMUpxWTeFyD9WN01ON82WdBN/jmeXJDcN4090M3OZ6cSExFgGupfM1c2cmZKMbvxCbKWb9F2Hx3WjY/afJnoB3exd1FI3U/UYpzj6WfvkFSL/ZN3USUDtVnXTvrhuhoyVIhioHtBN5uLhu32oubQ8Qoru1U1yl+yrY7u6GZpv55pNf82Cb6Z36qZDN3fo5tsH9FTdRHX5bN3MWYgxMf85tn6duoxuanGwZ87EbJP2OL/W/MV1kxtKmaWbfTGuoUSkbn4i3ZTPDfT6OK2bOnPC+YN1k63dDt14DuWyKFBupmMSdR3M1c2cocs23+Pq8fygm6gJNWvoRh/pv++3nm6Sdn8zsdPK8LoZfka6mftt6rJuylJBN5KJLvYE3egdT9XNrKmKchrHwtNjJ1GNhDffUt3cvLnPde0m0U0aUijwe3WTHOkj2a5uhselVhTLj2wOE21N0uvjWqWbwlTmW+tGfkg2o5tdEtBauqke1k2f7Hhl3Ywh9Ld0s8uFg27+Qjd7pZvvO3QTfRQF3US6kX3mlC3TflO6EemrnqmbuTOjTbEtjWHpgCLdhNYb5XXOWEJuNLudoZtqfd34J7bt6+bLx6B0U67HJGHiuCb8LOf8XXRTD/96XDdf/l9P14046z10o3O7sm6S4SWXnZD8NKSq0Mfm6yaJ2e/drm7OWjenaxbCGQt0I9rL5+imWq6bY7Y+jpvRjb50nJ6um/35Nk3xHtolS+Ui6qjh8TGjG53QlNxodvceusnNS99M7I0rxLUcGqGbr0g3c1aRR2srK6WbwtwCujnrrRvSTajL5+pm7sxoO/XI/jtGWWcicInN62bOWMJ83aiQxIYHdKPL+PAHutlH21bQze5fIKF+lW7K9ZgkTMQrdFNeOfHWupHjrVGz6LNdaCXdnKqHdaPrUn5nMMFEN6XIo/ML/cvlS8UQNcowF5fRTX0j6nm6SUIWRXevbpIy9tnasG4apZvrH5oSN1HletRUstBPWjeFdvfJukkDOm1KNyEBz9XN3KmKcv9yAaiGnNFNPrrmdhs9ZnRzyOqmjk5bQTe6IXWvohtVv1I3cxNeyXKQuim3u3fQjbj6ztbNIVsf29GNvnT0T9eNzkGernQPLV8jCkdENdJN6ebWzf1M3cTiKu6ar5ukY/tTt62b+hzOSnUza1lnE5eDnOfIn/JJuoleKMv0xG3pRl9CX1g3/iZClXpUBa3/+ae6USH11Sq62cu97cq6yS3ynaObqaVSrdbNv+DkGQt0o7rEp+tGLs1NXyj7O93oaaX7dKPq8vBc3czo7+MZ+eh88+ujTM3TTXu7387UTZvqxiXhXt0kNx8+jhV1s4s23UzsdM1fm+RJ6WYvmnR56CUJJWS9F7opT2W+g27E8sYluskYfGO68Xuer5s5HSf/gCrTcYwzpZMzxpfRza2r7Xzd/ESHrKEbldrmNXTzewq1nepm1jqrVqYs1k2cZH9Knd2xRSZ0sx/+qYu5i3SzD7vyTXgl3fQr6EbVZfdc3cy4vRijy9eQD0r1zahVV0XdzLi5n6mbuGNqpdYqypm6KQ9sb1g3ndbNv/rdiwZffhZKQgnJOAjdlKcy30E3Yohmtm7yF+wN6UbVZft03cx5mM8vLjgLX9ytm1s39/N1ow7r1tFNLfdWG9HNVI1ddHNUutlFutnPTLJvMF2kmzp7ysvp5rhLNguTvJdufF02X0/VzYz+fqF4Dx3ujuLr4d4fIxYaxcHMuLmfqZt4VKJV4xd12LFAN40eDwpGXUs3ST3NSOyNTxRdzijrpvwslCbZR9xWIlFVabDv5XTTp/kQzVG3hDbSzU4E9Ze60U3nPt2ounxx3YQeKfum1s0R3ZR1E+94VDeHQTcujH8B7MRLrnN101cilnfVTVqM3XLdnPIFclrnjfC1dONTUH0/VTdJf//figmp5YZ+TFbYLvp3VCN9qJE4r8nN/f83ifqY6dqHMdajah4qI40aLhVpX6CbVh8aBhI3rpte6aY+6EapYnT1GHEpTV8QzZdIVPzscHI7Xk43h/RC14ZcJxcepZva7znmK/e4jm66FXRzHen3Rz1XN0l/L4QaO7zb+QTufPp8sc7WTXK1bZKY+0zX7vK6kRmp1tFN/tWvtXST6aJzdDMV97RuSvUYc11qs3fnSN1EZRIeSV5QN/t4c1E3sjiW6+Yr3lXlf1zQ2mhj3egbqVm6kXV5rH7+Rje12jCpGxn7qawb1cjb4SShC/k0o2tE/MrpRqU0veLM1E28IEQEfLduulQ3M8JIWFc3N+K+XEz7UMqX+8BOVH6hHmPki8P/rohaN6qJHIRu5qzg2gaDbup4c6M6xoRuQk7jDjSyId3IuuyfrJu4vx8LQylNdFFrapcMl0D5WKY7WBdyGOc1fvI9pVecBboRQcuJskd0E70d8zUjjIRJ3cRddH3d/ErdFOoxoQppPirddFH/6FxiXk43XVqOVUE3p1g34cxwI///kyGtpJtmLd38utT+Pl03Mgt9WTcqvjF8MWLSV6ULQDutGz08cgni/yMPGXWj8pPRTTQqIe1zt26Ky9U3rpvDpG5y9ZhQhYr5d0WMdLOXWXhh3cQ9SLZG5YEJ3YTyaGVQvSi+RbrRXWQN3Vzr8tud8FzdxP29K78RI/ccx/DFE5Ts4LpGmpCLJK+VvtoOz9P/61ltuiT9pB8BxmBkZWlvSvndrZtoPKgVtbaObrr7dDPVrS9jj4eQ7H9Z+G1FkIV6TLjU2ZdLvtRNNA18rl5YN3FbF1OoqRSUbkKbbf2eZn8OrKSbqlpBN6Iu26p+qm7i/t4WVoFFF7U+rOaX4nKRat2IukryGl1tu+tuVQGDbo7qEaCgmx911jq6EcltNqGbG9061c2P1E2hHhMuvcgPVP2KRPU6Mye5YPTldLPTW8WchvZAH+smNJLGH6eeS8PwfDL3lNw3RUkTyZKf/jhnmss83bQh9f/C/gPdtIt0IwNqJnQjUnkYg2t1SL9+t9h+Ci03qxtZ3O2gG3nMUMZ6TKnJ6KZR3uz0nlrtmaubaGArCG1F3cThrKGbblo3O5m08jdh3YFNVUe6Eecc5Qqul9NNlGA5BqCkcIh1E3aF/qNqSulGCyXRzV7tlhUk38U/Z1rDPN10PpTTn+nmd2KD1E3U30tr3KMu043BNXLBYvi3ugAcxY8kr21cSrtLrmXih1bRq/NyumnjOewvcbRK+mzd6IFs8evJuskH5lN50Y37eVm11IhCL9RjNs3jvkrpRj5wnC8FJnSzoEyezKibaAFTV+l8qh153Yhv5anQgstEQL9pyKKH/z/HYAovx55lEY/Lpebp5prgnzG8/Z/q5hBvGOMXS0ajBcAizYLootb4pqhGIaVuKnlqUTf6anuqBt3Idjt0r171MZdmWXPyfkbf69ytG/2AJu511tJNZg3NCrqptG6+m6gBZ+ox4drQv8cQdiJR+luU/xKY6qawdHBLXMqnjW87rpfe3fhvtbCiTXTjfvRCN/o2PdXN8SfacJY9/BReK6zdXvly7FkW8bhcaoFuqvH4qe93Pq6bdh9tGOP3LUb390NJN/qi5l45VtNBrV6rrGbFi98q1V2xH3WjH+8G3YjM+2KJdRPSXq2lG/3dxXpGGAmTuolXCN9MbPOQbvL1mHLVzbU8L01CxlmpImoyuiks

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mNMF4YvGxRPHaaqR6vW6kaZcRzeJBw2kpXJ3uvFs/KcesdclyCXhqqSah1+vG2nKlXSTdkpE6t496sanuZLTFZqBLglXJdUqwyC6Ee1BTzdnhcM4kI6o7k43no3/1MufdNnfNZqpFn2v14005Uq6Sbt6Xhp4u9ONZ+M/9aJZXfZ3jWYq2a3XjTTlSrpJezGKVHa71M1Fvt/UlwTpsr9rNFMNOQTRzUXyOT3dJKxXpXXW/nTjVx/mdIXmHi+aSjVytF430pQr6SbtqIG0UO5PN36N/5wumVq2Zi/ptcTJpuFX60acciXdpJ0Tkbp3l7rxCJScLpna4TWayVZhBtGN6IN6ukm44kPq3v3pxq/xn9MlUzu8aCrZKszVuhGnXEk3SdeziuNuf7rxqo3zumRqf1cxJHPdat2IU66km6SRLo6hg+smr2sY9qebZD251boRpzwH3Yjduz/deFWIqW8Dos3eLppKNk4dQjeylCvpJumwgXicen+68aqN87pkan9XMSSbhV+tG3HKtXSTcg5W3NTbn268auO8rmHY31UMyZZFrdaNOOVaukm5wkwcdvvTjVdtnNc1DPtbVpxMdat1I065lm5Shro4hA6um7wWFe9PN8k6cqt1I055DroRu3eHuvGpEdNef6jP3q5iSDZMHUI3V9EHtXSTctxAvJh2h7rxqY3zuoZhd8uK082KrdWNPOVaukk5KyJu6u1QNz61cV6Line3rDjdmp+1upGnXEs3CddPyaNuh7rxqI1zW1S8t3V+6Uy3VjfylGvpJmGsyyNon7qRxmhui4ob3Zw9v/JIF6fp+nFrdSNPuaZuLhoHGiN37w51c5c7JLdVfs1glW8xShin6Uap1+pGnnIt3SypaQIhd+8OdeNRG+e2yq8Jbu8CnC5O083BP1b+ZnnKK60G9oKaJhBy9943MpbqcUo8auMqO90s+cXp4jTdkdfqRp5yNd0sqWm0j7xD3XgMh6Y7A6nY1zq/dO2qtbqRp1xNN+l6pnL37lE38sU06WrPVOxqnV/CUaPnuiN7pPymNXyYbuRA7t7HRmaKfXQjr43T1Z6p2NU6v4RzYit14zV+qKSbZPMiHu7do27EtXHC2jMVu1rn5zHHGJx1ce81O6rk8mSrPjzc+9zIwhSfVIhr44S1ZzL2tM7PYwVVcIpVP9lr7ZdSTzXlUy3EmbmRhSmez/2WJTpl7ZmKPd3PL+XEYbkq7j1S/lQbPkzVlvepNYptzBT7aEHcaElZe6ZiTwtvUk4c3ldJwCfl5XXNkTxINTHiU2vczhETIsdHN+IhmfyW3exr4c1+Jw43mfJU9t7hchOvTo+0Nt5hPqxmSYsuVT7td+JwkylPVbtu0r3TeOlG+vt2mA+rWTJelShO9ztxuM2Upxo72KR7p/EqItLaeIf5sJols3GJ4nS/E4fbTHmimZFtuncar3wS1sZ7zIfVLPnRieJ0vxOH20x5Iglu073TeJ09YW28zaCIzX7ueLPfkfxtpjxR9brH+V8vLwg9ssd8WM9+7niz35H8jaY8zeDBNt07jZduHrLiscd8WE+54Fefkoyp73ckf6MpL5JYcKPuncRLN0+ZxveYD+upFrTp0sTpfkfyN5ryJTXNejbq3kn8BllktXGaOjs1twUjVkniVNhG3SBbTfmSmmY1wrp/W/iVEFG7ZZf5sJ7dzITfdzij0bLVlCeZG9mqeyfxyyaRxvc4QReAJZZNUn72O5K/1ZQnKfm7nP/1S7Gow7DLfAjAgj5kkjjd70j+VlOepD2/VfdO4icGUW2cpCe7ARaM+yaJ0zTj0yHYbMpTjFamGZ9eiZ9uRAtFdpkPAdjLNeH7HcnfbMpTzMVu1r1TeHZ7JLXxHifoQrCTa8L3e4nJdlOeope3ywkZT91IVLLLfAjATq4J3+9I/nZTnmAcZbvuncKzgFQy3VwWpmbXPBfo5p5GN8qHDMR2U/5Io5ur8jHX43n+bjLdLE3Nvlnwwx9JdLPTobXtpvyZRDc7nJDxLCCSJ8rvMh9CUPjr5plEN/sbYmzYcMqT6Gaj7p3Cs4A8BbopNhsUkakWNOsK9aB57nZobcMpL/Wr2F1OyPgWkEIyM7XDfAjBfUHMVSlmpi7KhwzEhlN+SzEzddY+5Hp8dVNJlvnNfuSYPBeo455gmd9u+7rbTfkjxTI/7SMGYI9pBoBdgm4AQAl0AwBKoBsAUALdAIAS6AYAlEA3AKAEugEAJdANACiBbgBACXQDAEqgGwBQAt0AgBLoBgCUQDcAoAS6AQAl0A0AKIFuAEAJdAMASqAbAFAC3QCAEugGAJRANwCgBLoBACXQDQAogW4AQAl0AwBKoBsAUALdAIAS6AYAlEA3AKAEugEAJfLWTfX78/L0K2E6IBnln+7V8/R76oMQgKx18zydLu+X5en0N2VSIA2P0+n6flmcTueEKcmCrHVzP53eddtP1J2yzopcuX2qmZ9goIUbm6zLWPUJsKrWzTlpYiAFP63a359X38YuxCFr3fw0n99N6TrUTn+mPw0H5NOqfTYhQIc6Llnr5tOkafpSNKXz4/lp0tybEGCwOC456+b5qc9uTax9Bg0hFx6fGqdqQyBxeo5Ozvn7+NRnZRtrl8QJAm3un050QY2jQM66uX96UG2o0XPPjltX4zzfIXBOnaJjk7Nubqe/ZdN8ftTWKRkrzo/qdC6aGudeW6egxolMzrqpTtdb03y+1/2oOwOF+VGe6kGbV9PMudb/o8aJSs66KX+1ovmJuN9Nc5qpqdwofrei+fHOn6aVS40TlZx1U/ypA+xcx1rdhi6Yl8iOnxPf1jhFM2pDjROZnEtY8bdu0pzrWLu+mumpa9oEgTY/Z//R6KataqhxIpNz9p4a3dT/a+q0Ct3kxrPVTf2/bkFE6iQdm5yzt27Y1IODj3aA8MbCm9x4/pzxpsa5t1NS1DiRyVg3z7YR/aeLtRurLnLj8WOXRje3z9LiS9oUHZyMdVPH2quei7h9rpo5J00QaHM/NTOSf+o1EfXfNHAjk7VuXvXg4O+fWHv/zSKvzLjXg3a1bsp2RooaJzIZ6+be6uZXF2voJjturW5+1+tvatBNZHLWTR1rtW7esfZgTWlu3OozX+vmfebv1DhxyVg3t1Y3py7WnugmN6pWN7+eb8vQwI1MzrqpY+1HN893A/rJEvbcqOr65Uc3j/cIMQ3cyKCbUxdr6CY7Ot3c38tt0E1kMtZNE2s/uuliDd1kR1l3nX50c3sXA3QTGXRz+o9dHnCBXm68dXOq3ieeGicyGeumfF8G/i+dZNBNbhTnV6Ob8i0ZdBMZdHP6ly7C0E1ufHTz7kKhm8hkrJvirZt/7rrr6CY33je5ORXv6W90E5mcdXN+tTfgRze50sxJGjfFRzeRQTfflV08Zig3Pro5t39zA9nIZFzAupb05zIZdJMZzS1Ivg/SRDfRybiAfaq2S7cB3eTFs15x9TSeZoduIpNxAfvo5tptQDd58dXNZwO6iUq+Bez50U23Bd1kxqPTTecYdBOZfAtYU7Whm5xpbrCGbhTJt4B9dPMJMHSTGR/ddLPf6CYy+RawT0v6s9IC3WTG/f2A+M/KK3QTmXwLmK1qyzc3sqS5n6Opmwe6iUu+BeyjG6Nqyzc3suSjm26hJ7qJTL4F7N7ppos1dJMbt0435/cGdBOZfAvYp+N+fm9AN7nR6OZuLPREN5HJt4Ddh1UbusmN5vax6EaRfAvYRzeX9wamJXLjo5vre8ODK8Ljkq9uPh3363sDVVtuVJ1uug13dBOXzHVzRzcZ0+jmhm70yFg3w6oN3eRGc3P8m3Ha0U1k0A26yRZ0o02+uuk67p9YQze5Ub5181EMuolM5roZxBq6yYpGN5XxKLsbuolLxrqhasud5tE/A93wFM2YoJtPfKGb3Oh0013Ggm5ig27QTbagG23y1c1t2JJGN7lRnX/+V6IbPfLVzf38omrLm9vl1ejm3G0wwwEikK9uGtBN9qAbRdANuskbdKNI5roZxBq6yY/ie0+A3jgORADdnLvX6CZL0I0i6ObcvaYlnSUD3ZzTpSQD0M25e41usgTdKJK5bmhJZ49xx6M6HEgf81gAACAASURBVM7pUpIB6ObSvaZqy5KBbi7pUpIB6ObSvUY3WYJuFEE3l+41uskSdKNI5rqh4547vcf9nNBNXNDNtXtN1ZYjQ91c0yUlA9DNtXuNbnIE3WiCbszXl3QpgTSYDzN8opvI5K0bqrbseQx0kzItxyfv7EU32YNuNMk7e834oiWdJY/+o3/yLg/RyTt7H+gmd+7oRpG8s5eWdPaYd6jmwYaxybuE0ZLOnjsPNlQk7xKGbrIH3WiSdwnjEeHZw3NUNcleN1RteXPjEeGKoBvjNbrJD3SjCbqxvYZsGOiGm+NHJW/dmNUZVVuWmM/f4FkcscleN7Sk88a8IT66iQ26sb2GbBjohpvjRwXddK+p2rLEVAzP4ohN3rqh4549JbpRJHvd0JLOG/OG+NwcPzbopntN1ZYlpmK4OX5s0E33Gt1kCbrRBN10r2lJZ8lAN5d0KcmBvHVD1ZY9pmK4OX5s0E33Gt1kCbrRBN10r2lJZ8lAN9d0KckBdNO9pmrLEkM33K06Onnrpujr5pouJZCIU183KZOSAXnnr6Ul/f+SJQZSYNQynW7+b7rUHB10837ZtaSri/PTcEAM3XR3qy6vzk/DOtDN+2VXtZXnZKmBBPR109zPsbgkS83RyVs3lo47usmKJ7rRJHvdXN8vu5Z0cU6WGtDHHB7u7lbNDGU00M375adqOydLDegz0E1zP0d0Ew108355Rzc5Yurmhm5ik7VurC3pc7LkgD7mwwzfunmim2igmzeflvQ5WXJAn4Fu6vs5

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<div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>18=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s146434" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:66pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s146435" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:156pt;width:9in;height:306pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"t"/> <v:stroke o:forcedash=3D"t"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s146434" class=3DT style=3D'position:absolute;top:8=.75%; left:5.99%;width:88.2%;height:8.5%'>Solving the recurrence(2)</div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s146440" type=3D"#_x0000_t75" style=3D='position:absolute; left:36pt;top:120pt;width:9in;height:389.875pt;visibility:visible; mso-wrap-style:none;v-text-anchor:middle' fillcolor=3D"#99f [4]" strokeco=lor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:imagedata src=3D"slide0122_image020.png" o:title=3D"txp_fig"/> <v:shadow color=3D"#00007d [2]"/> <p:tag name=3D"SOURCE" type=3D"string" value=3D"\documentclass{slides}\pagestyle{empty}&#13;&#10;\begin{documen=

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t}&#13;&#10;\begin{eqnarray*}&#13;&#10;T(n) &amp; =3D &amp; \frac{n+1}{n}T(=n-1) + 2(n-1)/n \\&#13;&#10;&amp; \le &amp; (1+1/n)T(n-1) + 2\\&#13;&#10;&a=mp; \le &amp; \frac{n+1}{n}\left(\frac{n}{n-1}T(n-2) + 2\right) + 2\\&#13;&=#10;&amp; =3D &amp; \frac{n+1}{n-1}T(n-2) + \frac{2(n+1)}{n} + 2\\&#13;&#10=;&amp; \le &amp; \frac{n+1}{n-2}T(n-3) + 2(n+1)\left(\frac{1}{n} + \frac{1}={n-1}\right) + 2\\&#13;&#10;&amp; \le &amp; \frac{n+1}{n-3}T(n-4) + 2(n+1)\=left(\frac{1}{n} + \frac{1}{n-1} + \frac{1}{n-2}\right) + 2\\&#13;&#10;&amp=; \le &amp; (n+1)T(0) + 2(n+1)\left(\frac{1}{n} + \frac{1}{n-1} + \frac{1}{=n-2}+ \cdots + \frac{1}{2}\right) + 2\\&#13;&#10;&amp; =3D &amp; 2(n+1)\lef=t(\frac{1}{n} + \frac{1}{n-1} + \frac{1}{n-2}+ \cdots + \frac{1}{2}\right) =+ 2&#13;&#10;\end{eqnarray*}&#13;&#10;\end{document}&#13;&#10;"/><p:tag name=3D"EXTERNALNAME" type=3D"string" value=3D"txp_fig"/><p:tag name=3D"=BLEND" type=3D"string" value=3D"False"/><p:tag name=3D"TRANSPARENT" type=3D"str=ing" value=3D"False"/><p:tag name=3D"KEEPFILES" type=3D"string" value=3D"Fals=e"/><p:tag name=3D"DEBUGPAUSE" type=3D"string" value=3D"False"/><p:tag name=3D"RESO=LUTION" type=3D"string" value=3D"1200"/><p:tag name=3D"TIMEOUT" type=3D"string" value=3D"(none)"/><p:tag name=3D"BOXWIDTH" type=3D"string" value=3D"568"=/><p:tag name=3D"BOXHEIGHT" type=3D"string" value=3D"409"/><p:tag name=3D"BOXFONT" type=3D"string" value=3D"10"/><p:tag name=3D"BOXWRAP" type=3D"string" va=lue=3D"False"/><p:tag name=3D"WORKAROUNDTRANSPARENCYBUG" type=3D"string" value=3D"False"/><p:t=ag name=3D"ALLOWFONTSUBSTITUTION" type=3D"string" value=3D"False"/><p:tag name=3D"BITMAPFORMAT" type=3D"string" value=3D"pngmono"/><p:tag name=3D"=ORIGWIDTH" type=3D"string" value=3D"678"/><p:tag name=3D"PICTUREFILESIZE" type=3D"s=tring" value=3D"170086"/></v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x00=00_s146440" src=3D"slide0122_image021.jpg" style=3D'position:absolute;top:22.25%;left:=5.05%; width:90.07%;height:72.25%'><![endif]></p:slide></div>

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OnKxet1bdGC2kbP5nriJy3oLZ33aGMfGwlA6Hq+OPvcWHZht5OzOIH4CRLBwxqeNWVZg2jkonY0sTNc5GzlzRfzX27eFzbgZFobS8bCwz72Vd+CaUsn5hiCOJ0WwcManjVktzIRHUDoeFva5t+jAbCNjtFwe1Y9g4YxPG7NaGAtD6XhY2OfeouucjYwtR+QtXCJYOOPTxjw0FobS8bCwx71F1zkrGRvSyh8AESyc8WljFhWYdg5Kx8/C0nuLrnNWnvkeTvJHaBwL5/rzm2EzLAyl43G3eNxbdNqw8soXqJGHkyJYOOPTxqyQ4K0MSsfDwh73Fp027FTZKi3lVavt+nJsxqeNeWTeyqB0PC5Rj3urxcJW6mxNuORHjmDhfE8byzWKhaF0fC5RuYUbus5ZydeQVu7FGBbO1lDRfF9jwiMoHp87Tn5v5SvzlU22hrQe7zH3CNrK9rQx6y6wMBSPj4Xl91a++GfZZIuXe8X012sr29PGbMeDhaF4fCwsvrcy1s6UTba2I17tW9Y/KLI9bcwKCaadg+LxsbD43srYUqlssrWj9mrrvb4Ym+1pY1ZIYGEoHh8piO+tjK32yyZbn0KPRiuvCCHdbE8bs0KCCY+geHxuFnER16PkdTJyBcx9Gq00t9WHyxaSMvMXC0Px+FhYfG/RXNhFrsYjqY+b6WljuUKxMBSP14uj9N6iubCLXDmT2oqZnjaWtzUmPILi8bKw9N6iubCLTG8JySMEmZ42lgoJLAzF42Vh6b1Fc2EXmSLmyRutZHraWLK3xcJQOl4WFt5bNBd2kqn1SPLDZnraWC5Qpp2D4vG6OYX3Fg3VnGRqSZ28aJrpErCEwrAwFI/XvSK8t2io5iTTa0LyMG2mp40lFMaER1A8XhZ+yhxCQzU3VZaKy+TVpa8sVQO2ZxwWhuLxsrDw3qKhmps6S96kd2KWp42tBI6FoXj8oneyeytPeW8fNDneE4TvMDHJ8rS5WyJmTDsHxeNnYVEpN8/b6E7IEjN/pI/SZolKtZbMxcJQPH4Wtl3mBoyoNkMGIWZRv61Yujm2QgLNdaB4/K5R0b1FQ7UZMgQHshRMszxtbJWQXItQPH7XqOjeEhWYz0qWcE2GIG2Op401b7EwFI/fNSpq7pqlAmo35BhjI0d1aYanjc38THgE5eNZUpDcW4zlM0eGZnxZuopkuApsoTAsDOXjaWHJvUUTiTkyxGizVJdmeNrYKiGxMJSPp4VbmYWvgak5AY88Fk58IuPgOQAAIABJREFUyF6JGSxsZC3TzkH5eN6ed5mFQ1NzAp5ZLJxeRY8sFjYuTiwM5eMpzIfIwrwEunllsXD6fmwZDnq3hMKY8AjKx9PCL4GFay78OerkFn5lCdSnt/DDEv7GwlA+vsGDWtJGgiYSM7Q52khcEx/yp6uey9BGwrIMC0Pp+Fq4lfTaWFzlzDwy9NrIESK6Z+i1YRqXaeegfKhIgyODhaF8sDAcGSb/hPLBwnBkmHYOygcLw5HBwlA+WBiODBMeQflgYTgyWBjKBwvDkcHCUD5YGI5MQ+N1KB4sDEcGC0P5YGE4Mi0XOBQPFykcGSwM5cNFCkfmziirUDxYGI7Mg0HeoXiwMByZF8NIQPFgYQCAnGBhAICcYGEAgJxgYQCAnGBhAICcYGEAgJxgYQCAnGBhAICcYGEAgJxgYQCAnGBhAICcYGEAgJxgYQCAnGBhAICcYGEAgJxgYQCAnGBhAICcYGEAgJxgYQCAnJzewu13esiK+XoBIDlnt/Crqq7vj01VMVUkAKTm7BZ+VNWf4dOz+kfexADACTm7d9pqjEO0nYUvWRMDACfk7Bau/6n31n/qJDyWiwEAUnF2C38KwH1Agvo5AEjNyS386tTb18ndewu/y8UAAKk4uYX7EnDfVq0ZLHzNnCAAOBsnt/DjE4YYJExbNQBIzMktfK/+Nn37tGcn44bqOQBIzckt3Fa3ex8MfnTBiMc7OgEAkIyTW7j5Nfj3n45/93V1NJIAgLSc3ML1ny4Wcekq57qIcE3vOQBIzMmtU//tCsCXzr+3n76hxC1vggDgbJzcwlVv4e6fPhTRYmEASMzZLXzp2qh1YYm+ccSdBsMAkJhzW/jVSbez8OPTge6SN0UAcDbObeFnF4DomqfdhzLwAwsDQGLObuGfrmLu909bvb/TeQ4A0nJuCz8GC//q2g13YGEASM3JLdzJt7NwPfSZe9KFGQASc24L3wcLVz9v+b6wMAAk5uQW7orA/yz8elfKvRhIAgASg4U7Cz/fzYSxMACk5twWbrv4wz8LP95d5rAwAKQGC3cW/l/HbGBQNQBIzLkt3LwHUvuPo3uxMAAkBgv3Fh7jEFgYABJzbgvXbwv/L2P7NCwMAIk5uYUvP72FKywMAJnAwr2Fx37LFZNtAEBazi2dvrPGP/N+RlLDwgCQmHNLp++s0Vn4Oi7AwgCQlnNL52Ph27gACwNAWk4tndfHwuMSLAwAiTm1dF59GRgLA0BGTi2dj4U/zdOwMAAk5tTS6aede1XKED5YGAASc2rp9NPOqRZ+YWEASMyppfOx8Nh1DgsDQGpOLZ3HaOGx6xwWBoDUnFo6vYWfStc5LAwAqTm1dPopmLEwAOTk1NL5WPj6XvBiTDUASMypLXwfLXx7L3hiYQBIDBZ+YGEAyMi5Ldy1E34osWAsDACpwcJYGABycmoLt28Lf8yLhQEgNVj4rgwj8cDCAJCYc1u467k8sfDvmfUBAKKDhe/fYSSwMAAkBwtjYQDIyaktfO9G8WmxMABk5NQWflx+eguPQ6pp5WIAgBSc2sI9WBgAcoKFsTAA5AQLN9+BLbUYMQBACrAwFgaAnGDhiYX/zqwKABAdLIyFASAnWLj+TrXRGRkLA0BSsPDEwpd8KQGAM4KFsTAA5AQLY2EAyAkWVqad64x8yZcSADgjWHhi4Wu+lADAGcHCWBgAcoKFlck/u8/XfCkBgDNyegu/Jha+5UsKAJwRLIyFASAnWFix8AsLA0BqTm/hJxYGgJxg4ar6NX7WohMAACk4vXVUCz+xMACk5vTWwcIAkJXTW+ehW/jX3LoAANHBwlX1W/mMhQEgLVgYCwNATrCwbuHfc+sCAETn9Ba+K+a9Y2EASA0Wrqo/ymcsDABpwcK6hf/MrQsAEB0srJi3xcIAkJrTW7jFwgCQEyxcVX9tnwEAkoCFFfM2WBgAUoOFsTAA5AQL6xa+ZEwKAJyR01tYNW+NhQEgNVgYCwNATrCwbuFrvpQAwCnBwoqFKywMAKk5vYVr3cK3fCkBgFOChZXy79vC/1+2xADA+cDCXwu/3hZur861AQAig4V1C3f/N5dsqQGA03F6C1dYGABygoW/NXLPt4XrS7bUAMDpwMKahfvJP7EwAKQDC38t/MDCAJCcs1t4jAV3jBamGzMApAMLaxbuJ//EwgCQDiz8tfA4BTPdmAEgHVhYs/CfftE1X3oA4Gyc3cJju4gOLAwA6cHCXwu3o4Vv+dIDAGcDC2sW/tsvuuVLDwCcDSz8tXCDhQEgOWe38Ng6reM94Pvz7HkCACk5u3EsFn6cPU8AICVnN45q4fe0G49f7tUBACKDhTULX//9d8fCAJCOs1v43Ua4BwsDQHqwsGHh9rd7dQCAyGDhr4XHaeewMACkAwsbFm7+uFcHAIjM2S387i/Xg4UBID1Y2LBw/de9OgBAZLCwZuHuPywMAAnBwoaFmWoDABJydgu/ey33YGEASA8WnlqYQd4BICVYWLVw12sOCwNASrDw1MIMLwwAKTm7hd+9lnsGCzOwJQCk5OzKUS1c9xa+nz1LACApZ1eOxcIMqQYACcHCUwszmA8ApOTsFn73Wu4ZLNxgYQBICBb+WrjpLVwzmA8AJAQLTy1cMYwEACQEC08s/MLCAJCSk1v49R47oqftLPxkGAkASAkWVi1cdZ02rvmSAwDnAwt/c+DefW7pwAwAKcHC3xx4dJ+bk+cIACTm5M55DWNHDDy6mrqKrnMAkJKTW/ipWvjfl+uzotMGAKQEC38t/K9g/Let6LQBACk5uYX/iVcp+1YdNBcGgJRgYcXCdWfhS7bEAMAZwcJKBKKp1K50AAAJwMJKBOJeqQ3XAAAScHbpaBGIR1XRRAIA0nJ2C9dqh+UXlXMAkJqzW7jR4sDqzBsAACk4u4VbravcnZ5zAJCYs1v4qUcgaKcGAIk5u4UBAPKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHKChQEAcoKFAQBygoUBAHJyaAu/qj+5kyCj/rVq80d1iZMOOStTDAAfDm3hR7UPV7yq6rpm+zb502ZtigHgw6Et3Fb7OL1/Trus2b6ufkdKiZS1KQaAD/vQVCDNTiz8rNYVZqvkFl6bYgD4sA9NBVLtx8JrNLpy850cEuCo7ENT

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vptzedyem7Ww2X63sPBtZkWijWBhJ+6hkQABYGFNwiysUoRmZkVY2I7Uwu5ERIAAsLAm7o6ozcJD87ZaFq5mQpdY2I7UwqRIwCakYuHGa+EcAnJNfAvPna+wsB2pheeuMwBWk0qtwsI6d99nQ5dY2I7UwjUpErAFWFgTt4Vtj1geWviu1MBnQ5eiDjcWnlsuh1oIuYGFNXFfstosO5SizdJrmEuRwMIOhBYmRQK2AQtrUi+18J/B588f+H8HlsB9HvjBwi6EFiZFArYBC2uy3sLvuHFoWKKei2xgYTtCC7tHRgKEgIU1CbJwl9rwCD0e1VxKHxa2I7TwTbL7ABaTSrUqI1/Y3RO15UDc9S08H7oUJWJgYRez1xkAq8HCmlRzFjZ29fCOXNP/wDbweMyHLkWJGFh4ZrEcLsggO1KxcBmz+QRZ+L+fcAt3u/E69ykWtiC0cCaVELIDC2uy3sK1joUby2ZGG8TCFmQWJkUCNiIVC5cxv7D7mtVm4eFsly8L3wOPRz3rWVFSMhZ2QIoEbEQqFv7xWvgau4QCTk7N2eZMm1j4/BNu4Wo2fm6d2G0KFnZAigRsRDL1qvZIOIu70/MWvk7eG1q4elk48GfOR26wsB2ZhZtMKiFkRzIW9gWGcwgLh1n40r0V1s49oUssbEdmYXe4CSCIZCxcBCd3QMBi4WZwbtGx8HyKhP2xS1OwsINcugKQHVhYkcd6C7/u/NzCelue0GWDha2ILPyYv84AWA0WVsRj4cvkrYmFr91bYRb2hC6xsB2RhVvLEQTQAAsrst7CDx0Lz6dIYGEHIguTIgFbQcVSZG4Wh8q0cP29xH0nsjVh47Q9octGEtnEwnZIkYCtwMKKtMEWroMs7Atd1ljYisjCNSkSsBFYWBGPhc+TtwYWfg+tq4PuwrfzKRJY2IHIwhUpErARWFiRIAs/L3eroIbuC13Wkrv8WNgKKRKwGVhYkTkLWww4CFLoWNgXusTCdiQWJkUCNgMLK3Kf6S9ZogEWC4d1t3yhS0t/3LqSa0ghMkRiYc+AGID1YGFF1lv4PdtZmIV9oUssbEdi4RspErAVWFiROQtbssRMCz+CLnq9oUtLnoYJFrZCigRsBhZWxGPhaRba4BpXxcLe0KUotImFXcvk8MwtyBEsrMhtRnMiC7dBAvSGLrGwHYmFmcsHNgMLKzJnYct8ZmML9w//vP6sxzu6S3SDCQvbIEUCtgMLK+Kx8DSuaFo47FEbvtClbY5j61r8C5WFwMKkSMB2YGFFlll4+BAkFQv7QpdY2IHAwszlA9tB1VKkmdGc+eRNi4XDJnn3pUjYnn1ngoVtNKRIwGZgYUU8Fp4odmLh7t5PkIUtj7G+GAv4V4OFHYtMIGMCtMDCigRbOGh6YcuT+8amaEUDD7CwDXPf0nJAC+qSIvVM2zQVOHznZeGgiS1vpijGUsfCDvwWflgsfN2jaHAEsLAiHgufjHf+DF53Fq5CLNyYohhL1+yO28DCFizRHhLXQAssrEg1Y2Hz1pjNwiEDAyrfVbN5g9AGFrZguc5gnkvQAgsrEmzhoJZtEcXYp5aUZQtY2ILlOoOhdKAFFlbE6H0OMJN1h13T3sKPEAvbQpdYWITfwjUWhu3Awno8DO8NmbXw49mo25BYoy10aVhYEHfGwvYlsDBsBRbW4+6z8GW6+MTC9xD/WRLVJltssLAdv4Vt+5aEYVACC+vRdG3z7Pq08lv4trmFBf03LGwBC8OGYGE1+sCsM/JqWHgUIHgKsgk5Gn4L11jYDhaGqGBhLd53x1warqb95ImFf1/XIQOYRRY+2787WeoaUIwcwcIQFSyswiSf1LaI4cCRhavuddCEMVh4NVgYooKFVajHDfRsX2QcDxhZuP59/Qhq2H4LG71xK1jYAhaGDcHCKlR+CzcWC3/fqH/7wfeg5CeRhS/27w7BwhawMGwIFlZhYmGbTZtpux1puTn9+f3vHFAEv4Wnf9vBwhawMGwIFlZh0kBtFjbGTIws/PvpNWyCGKuFr5NCXu3fHYKFLdj2LaM2QAksrILMwn+nb5w/f9xNaS7EO3ZO9sAjLOxYAgvDVmBhFQQN1JjRbGTh3qEhRbBaeLiA7IFHWNixhMF5j6LBEcDCKggaqDG7720YgXhmGwc92cw2m89og7IHHmFhG7Vl5172KBocASyswqSvdLYsYrPwdbyGsPs9FlGMtC571AYWttFYdu51j6LBEcDCKkwsfLEsYkjwPmr7dfA1rqW/NtK67FEbWNiG7dbnLkWDI0BdUqH5mtcVfjXeb0dSvAX3riymuEw+l4Q8sLANzxkOIAAsvBeGhR8jKQrjBQHIJnnHwgA7Q/XbDaOzO06lqLZOfZJN8o6FAXaG6rcbRry4uQ7/um99KBos7AALQ1SofrtRRU5uamQDDbAwwL5Q/XajipzoX2NhB1gYokL12406voUl28fCAPtC9dsNYV90M4R9cSwMsC9Uv90QxmU3wzGaZAoWBtgXqt9uCHMUNkM4LAQLA+wL1W83hKMmtkI4sSUWBtgZqt9uCEcQb4VwYkssDLAzVL/dEM6msxXCiS2xMMDOUP12Y/uZImaRngSwMMC+UP12Q9oZ3QhpQAQLA+wL1W83pLfHNkJ6cxALA+wL1W8/4lpYmiiHhQH2heq3H8JhExshHTSChQH2heq3H3Gn85EOoMbCAPtC9duPuNP5SM8BWBhgX6h++xF3Oh/p9MZYGGBfqH77EXciCWlUGgsD7AvVbz+ED37bBnGeHBYG2Beq335Enc5HOo0EFgbYGarfQh7rRyFHnUhCPHIPCwPsC9VvIff1joo6hFl8CsDCAPtC9VvIbf3Ii6gWFodDsDDAvlD9FlKvz/mNOpGE+NYgFgbYF6rfQqqAnN+YQ5jFaXJYGGBfqH4LCck2izmEWTxkBAsD7AvVbxmPEAvHHDwnPgNgYYB9ofoto83VwuJoCBYG2Beq3zKCHuEZcwiz+M4gFgbYF6rfMoLGv0UcPCfPz8DCAPtC9VtGHSLSiIPn5LnKWBhgX6h+y6hCLBxx2Ib8BICFAfaF6reI7sI+zMJXvcIsQR4MwcIA+0L1W0QbZOFHvGEb8huDWBhgX6h+i7gFWbhLVDirlWUR8iS55nhKqiPOdQeAhZdRhVm4ipYwLN8yFgbYl8O1uCC6kEKIheMN25D3wrEwwL4crsUFcQu0cLRhGwsi0rfjKamJ+AwUACy8iCrQwtGGbSzIzsDCAPuChRdwPwVaONqwjbs8U/l+PCXdYj4bGwALL+AUauFowzZucv23x1PSPd4kSwBYeAmnYAtHe9pGIy/243hKauNN+wyAheXcTuEWjpYwXC+4LVhfNyxImlSxCwCHBgtLqTUsHCthOF6iMgB4wMJSThoWXtIn1STeoD0A8ICFhTxULLwgPqtJxAksAMADFhbSqlh4Qa6CJhEncwMAD1hYiI6FF+TtahJpswAggMYp5K5i4Uid0kiBEAAQgIWF6Fg4UoA21k1BAPCDhYXoWLhLVoiQMkaiGkC6YGEhShauovRKSVQDSBcsLETJwnWMCG1LohpAumBhIUoWjpKqdidRDSBdsLAQJQtHEWKkLGUAkICFhbwsHBpRiBIcIFENIGGwsJDewv9CLfyIcaMszi1BABCBhYX0Y+cuwXfXYiSNtwNcnQAAIABJREFUxUmPAwARWFjI08J/wnMcIgygYC4fgJTBwkKec6qdwy0cIUbLXD4AKYOFpVTPRINgC9/jWHjnTQKAGJqnlPrZoQy2cBvFwqRIACQLFpbSPndVsIUfUSxMigRAsmDhZYSPQK52t/CDWSQAEgYLLyPcwk2MHInLzpsEADFYeBnhFr5HGLXB+GWAdMHCy4gyJxoAFAwWXgYWBgBdsPAysDAA6IKFl4GFAUAXLLwMLAwAumDhZWBhANAFCy8DCwOALlh4GVgYAHTBwsvAwgCgCxZeBhYGAF2w8DKwMADogoWXgYUBQBcsvAwsDAC6YOFlYGEA0AULLwMLA4AuWHgZWBgAdMHCy8DCAKALFl4GFgYAXbDwMrAwAOiChZeBhQFAFyy8DCwMALpg4WVgYQDQBQsvAwsDgC5YeBlYGAB0wcLLwMIAoAsWXgYWBgBdsPAysDAA6IKFl4GFAUAXLLwMLAwAumDhZWBhANAFCy8DCwOALlh4GVgYAHTBwsvAwgCgS7EWvn9/WX26qq0WC29A9d/7VXv6F7MgADEo1sLV6d20b5rixML63E+fWng6nS4RSwIQg1It/Did/rxenjSbNhbWpzmdzv2r3xMmuxcOR6kW/u1fveIQ3Su961wsrE/1OT7V6XPYAA5DqRb+7V+9Olh117L/zC8tBwur8/gcn7Y7VO9+McBRKNXC9acD/GzZah0sLKxO+zk+t5PqdQtAHpRq4eodYez7V2odLCyszv0TuH9etuhdtwDkQakWfrbn7kXfv/okTISChdW5fY5Pf6hKrZIADgqt8o9PGKLvX6mpEwur07zDEK/LFnLV4GAUauH29PfWN+dOxje9y1wsrE59uvQ79dbJmNtzcDgKtfD9dG6fzfnRXew+9C5zsbA61Z/fvdqdJZvuKDV60SOAPCjUwrfT9enf17isSi1JAgur89sBbl5HqT9gJEnAsSjUws2fLhbxr9NxJ81GLdiIhbV5/F6y3J5nyedBerCD4WiUauG/XdfqX+ff888z4njWWTEW1ubx6957Z+FHH7wnVQ2ORqEWrp8Wfv5z/Xle5p6VVoyFlWl7C3f/PEMRFRaGg1Gqhf/99Ld8+ibdqt3ywcLatL/nyeed1Ft/pqxJGIaDUWiN72as7Sz8+AygU7rlg4W16SaCflq4+Qygu8YtEcC+FGrhrlvVdaravg/8wMLJcvvz

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CzvqNhY28Ft4em5tM2qd6ZOshR8ZhYV/JpPbuCy8befhHsvC96mFzz+BbGrhGgtPWW7h6UhNCCFZC98zCguPLFw5LKzRR5ylNd14HS1QiYTht7At+eL702RbmUfBwu4o+LEsLGrgfgsb59YTU1vqkayFm4wO80No4cFSm5TiOvwzooUv/q3Ms7WF7R+sIm0LV1g4B5K1cJVR+P8x9E41qp5fC2v0EecxhspNbCM7D3glZWS8PUaHShb3mEfBwu57kVjYwG9h49xaYWE9UrXwjg87CmfOwn8G7w+W2oL/c/SX1cKC85qChee/L0DJwhfrB1jYAAvHJVULZzWNdDts1qdoFh5jWlh2f1Bi4Yn3RndqUrGwc39jYQORha+jN+p88kjTJ1XT5RQWlll47769mS8sy5XzSsrMxB1aWGUCTyUL29eBhQ38FrZdWGFhLVK1cE5h4cEw5Z+phW9DCw+W2p4tLTw5P04tLC2iEyyshKaFx29gYUUStXBWYeHBLbgfp4W3nuTdwLSwbAz1CgtXAwtrTPKuYmFnFNy4uA4ieQtfBYutsLBzv8NyErVwVmHhkYUn6ewjC+9aqM0sbD7Yd3inRmUCTyyshJqFq+lebnJqoKmT6J7MKiw8CDskbWHZrG6lWNh5L/JIFhZGX7BwXBLdk6ecwsKGhQclv731pHKlvqhQNgsLBOlvuIaF64GFVaZRVrKwPQoujJUKOYiF6+levmFhPdLck21WYWGphfeNo5mdFS0LV9MmO7Fw+EUMFlZCzcLN9KhiYUXS3JO3rMLCP82ghrYOC2/+qA2jUMYulJ0I/A23nrOwyjTKGhZ2ziSKhQ0kM1ti4e1Ic0/WWYWF5yzcpGVhweFeZ+HPb0vJwvaCYGGDlRaWrBoEpGnhvMLChoXPlo82f+DRlNpwruwGob/hNlPvTCwcPuOhhoWdO1y3E3cQC9+nRxULK5KkhXN62FFHPaihLgtv/sCjKWZavSxl2d9wb1PvDE0oGxriQcnCzgkm1pXKSvIWvggW81u4nR5Vc4A8rCZJC3fn2ZxSwocWvpdv4TsW/nIQCz+w8IYkaeH6lNdE/vWgCk8t/P4dmz92bkplWkjJwu20ZU8sHB5L0rCw814kFjbwW/hnugAWViRJC59OSVdtg2pi4cv3z4+FVfqIS7Bb+OL9nt/CjzkLO4esLUHJwvbKjYUNBBausPB2pGjh3MLCaVrYkmaiZOGf6QK5WVgz2pW2hRs1C9dn4ytZtdGkSdHCuYWFf6rz9/X4sfDfkLHKlfoCHhtauJ4sMLHwWVC8ebCwEnoWvp2Nr2BhLVK0cG5hYZGFVfqIC7A9JLeSGENg4Wb690Bsom340LCw814kFjYQWPg+WQ8WViRFC+cWFjYsfP3+2bxr994Wbje08BQsnCp6FrZ8BQtrkaCF77mFhX+qy/f1jIXP+5Wo34uRLHxZ+HWTLS1sPrApCCwMwSRo4Sa3sPDIwo3Dwip9xAV0rWTaskT98UALi2LPPjQs7CrJ0Sx8FiyGheOSoIWr3MLCo7tVEwt/bmrsbeEbFsbCWDgP0rPwI7uw8M//M3jdjG/Nt+8Xe1u4sexFLPyDhW1g4bikZ+H8wsIjJhb+oBIvXUBtsbAoWy7cwku/bqJiYccex8ImWDgu6Vk4v7DwiNphYZU+4gIqywZFI0fCLKzzkFMtC9tWgoVNsHBc0rNwfmHhEUss/G0hd/U0NtsVxVYWrr8DRGwWHox4NqZjs4OFldjOwszyrkhye/IZFr7ELsV6akcjt/yqm3IPcsgjIQt/n5YjffjexhbWnNwubQsLS4eF45LcnnyGhWMXIoAZC1/NRS/9q0a9/9/adqNoXrdwC08/rj5rrC2JGzZULFxjYSycB8ntyU5IGT3syKCyW8HWR/wq6aR+6rnbouuiOY7DLGzp7T4+9wmfHXRJOEDLwja1YGETLByX5PZkJewupYrcwu3nfPPs/+uGYawzIsWx8HcU3/OhrpK1Y2ElsHAWpLYncw8Ldxa2NXLLlfo39tI87aR67qltlxRbWbgaWXgqxe8JoX7+zrN/hVtauMXCBiss3GBhPVLbk7mHhRdY+PbpGFZPO6nGYayZJqInkK6z8HtbFgs3n0P6/JmSALiKhRss3JVOotd1Fs44nzQxUjOetQ+XE47yW67Um3fH8NHbSbVSWzvXzkexDQmzsGUT9fvypj1JzzZaFrYJHwubYOG4pGZh9UvzvZFbuH7/1j4srJqr1iZk4ep9trm9fqd/hVhYCSycBYlZuM09LPzjuOS2WLg6/Y9+2e7S+aH7u2/WAGwcC59Obd/If9d8bkVnGyysBBbOgsQsfMs9LDxjYcNOf3/11Qmh7j6qVVtzbT2bbWXhQb/bDD13z1Dv98nz11aSsw0WVmI7C9eZRw6TIjHlZR8Wtj1oqMMU4OO34j/9+/Nsx8L2IsQe4RANXQuzsJmG0f7+uqd/H0//NhJrqVjYkRGChU2wcFwSs3D2YWG5hdtfJzWdFR9P7bWao+dae/x1Iws/Zi18/13d82zTPjcuavBYWIntLOzIBYI1pGXh/MPCD8dpxGbha9dIuhd/f5QHEzT2nIsNLXx+vbZZuCvPn+7Fvx/h2QYLK7GphTOecysx0rJw/mFhuYXvvYW7f55fUJTDw5ERFsXCt6eFn/+c+4Wx8G5g4SxIy3m143o+H1q3hS19xPvpGZa4dH9Xevecn/fmLDtyIwu3YwtPtnv789Ofbep+vRIJbmxhzSqWtoWFel1h4exbakqkZWFrflVWuCxs6SP+eVm4/gygUypD1aflno0PRBNorrPw5fXaTExo/r4sXL0H0PnPNioWdmSEYOHViw3J/QZOUiRl4VZ57EIEWsd5xLRwZ6d7t3D1mWRBpQT1a2yEJb6+kYXvsxau/z1//eXntQMkfX4srMRmFnZF3mANSVnYOhFYXiyw8L/n0ueflxQanRNQ9ZawZW0bWvj9FYuF/+v7/I9Xq5Wcbba08B0Lr11swMNRz2ENSVk4/7Dw00hny/umhevewv+97aRj4fYjYYuBNrLwbdbCVW/hc/vaL1h4R4Q/drmFXb0NWENKFn7kHxZeYuH/egu/7dSo5OjdPxa23Jna0MLv1xYLn3sL318/T7J+LKzEpha+rCkRWEjJwgWEhUcx0iFm7kDVW/jf2043ZQvbWt82Fm7GFp60505SXSu/vVYr6fOrWNgyaLwDC1sXW2hhVz2HNaRk4QLCws7aae8jdha+vQ6BTnP+Wti2MknTWWXhz2GrTQtf+lbe/Pks7S2DloVttRsLWxdbYeHrmhKBhZQs3OQfFn6eSS6W990WfttJ28JXy6fbWLgWWbh+hUiw8I5sZuEbFlYkJQvX+YeFF1i4W6yz8NtO2ha2fbqNhatBENqw8KNbW9fKq9fvx8I7spmFG0cNgzWktCvrAs6vrj6C08J/33ZakTlv4WNh6wC1iBb+935foi0srAQWzoKUdmWVf1hYbuHHayK1v+/6r2xh67q2sfAwkGRYuH1NpPY/v2WFhXdkMwvXBbTVdEjMwrmHhZ99hKv9fZeFz/0byha+2D7dxMIPoYVfW8bCO7KZhUvoMaVDYhY+xy5DKDMWntrp+hTF//S2k7KFrZ9uZuFPyevpMby/LPz/ea8VC+/IlhZmemE1ErNwEX1hx/uWPuJwPuU9+sKS89xiC4+GUZkW/vMu1Wutu1nYMUYFC1sXW1j3CkhnSojELJz9VY7LwvYr9eE4FR07fCxsXdcmFh4NFzS28LXw6w3JlLdYWImtLOx6pAysIiULl5AjUUst/L5S/yyubGFrKTax8Cg5z9hCN4HnaDwOFt6RrSzsmsAVVpGahc+xCxGI3MLvPuLbIdoWvlg+3cTCo1C4aeEufNhZ+B1GxMI7spWFXdOlwCpSsnBTwGWOK4PHbeG3nbQtbGtWm1nYvYWPhd8/DgvvyJYWvqwqEVhIycIlzCMhtvDtbeF3K9G2sK0Ym1i4nrVw87bw4CnNWHgvtrKwa4gorCIlC5cwp5rrDqNp4c5OW1rYtic3sfDoJ5sW7n4UFo7EVhZu8m+pKZGShQt47NwKC7/fVrfw2Vo6y7tjFlv4NEwddVv4/XYCFta8r3RMC7tuf8AqktqXdf6B4cqRzW5Y+HOlfn69oWPh77M2bO1qCwuPk5aMLdTdZ83gAhYL74jwIXuL94mrswGrSMrCBQSG5Ra29BE1zkBfC1vKsYWFx0lLpoW7z4YWbiJbWHIWWMAxLWyvXrCSpCxcQGDYVT3dFr683lCycMej17D5wRYWHictuS38XikW3pFWZsulFmbQhi5JWbiAwLDLwvYr9eEMbIoWfsUlrsb7xrnAwlILj2+XG/fOq7eF32/sZmHHrBlY2GSphRm0oUtaFs4/MOz6Ae546fsNTQs/d6TFDltYuBFYuB6oEgvvyEYWvmNhVdKycPaBYeelmvtK/f2GqoXv9ttzW1i4HvW6TQuff7BwNDay8M16joe1pGXh4RxjWbLcwh+F6NrBfnvOauFBcpsVTzOuRhFop4U/a2lsDfjhKYO7mu5u4fVFjYDTwr4fcZ1dbWPftbCSpOpMXzlyvtSRW/gdLx3aSfGX/3rPYqfa0UEOaZHjDRnN8/mz6/E88GdjJTdfGcyvvGj2tvD6okbAZWHfmdezi2pvrYAlJGbh7vDmnALzcFXgymrhejMLP11hvFvbtuFrkPNaeYyPmGG+57crn4VrXxmcwZpmbwuvL2oEXBZufD9ivhH+Hs/ExJE3ie3M4VSPOeK8eVwZFu7+rAdttlG1sD3pr7Zsw3uFPV+s4SDsH5uFuz+ruadx/PQLrLRCs7eF1xc1Ai4L174fMXt35uFbAJaRmPKeSrjELsV6krHw

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8oazhXvFOh4tXG0G/nsLF29YWAZZWrg21wJZyLKwusZYlHxv4VUhznboLlp4XMzigJM7zOVDzce0WnjdSm3SVn9SBns19W7h60X1juOZ9YvtvHQnB3HSa/utepKvPROC6szA8LOKj6UfQLfwEi9V7eR25K1S376xcHWmldd+QwrbhvDQzTcedrVdB77YbaQ5K8P+KzO1bwtfL6p3HM+sX2znpT47iOfhZsuHpOuiBWElHOqNqCv0l1gXMy2NFq64Lay8Jlv4rJYfa6XfnrFdqxi/XZ5Z+NQX1mBN7dvC14vqHbcz6xnbeSnPDuL4bD5iiHEKs7C61GOMWPNiyp2Fh39WSputXS3cKPXtCwufjrCPi6VOwn6bLDz8szx6Gsf7TWhq1ktz7dvC14vqG8cz6xnbeTk9iMOrXifphFgRpryx4jxDl+I6IS1cX7PwWdztpJpr96B3p49m4dMyWPsztW8LXy+qbxzPrGcs5+X8UnIoWXWNALkIs/DY05D/q1mhW3iJl66frl0PvFIq5BcWPruFc1LNf4utuu6hma9fLFwoZSjeGudNzVpPa88WdiiqbxzPrGcs5+X8UnJ41YsiUU2chWthdeNLOttJL40WLrd2crbw2rfxZ+HfTao3eR5GC6vv7n6JNyx8D7BwJIlq4iwceWDYOlOn3Fn4+T7vI35Fec3Cp/f8j6t5uT1feqXvR0U/thbefGLgvKlZb+fXni3sUFTfOJ5Zz1jOy/ml5FAXlaDzYUea8SIPDH9v4efyRuVq4YdSjf1ZWPu7fvZWC7+Wd0pY2BOwcCSJauIsHHlgOKCFe3XX3iys34N+wMKw8CVusXAv7CAtiLPwb6sSFa76jtbc8k05Eq/31hMVg4XXjXmzsJaoZsiReGurm5WwsCdg4UgS1eRZOO7AsPWBr+VuBvPwf48TO32DOoHZn4X1e9C74/+/35OF1U+8TGU/YfedmRoWtgELR5KoJs/CcQeG6RYeeTBaWJ3A7M/ClXbAxuOHhYMAC48j6+KmAjMizsJxB4bZLWxtSbtxVqPWR28WLjXrGI8fFg4CLLzrJAhFnoV/m5VLKKc+P2usbKcfqcu2byhtK4mt/zDXl9K6Y3036gRmfxZ+PLatwHgUnbIN4xMwglv4IAtYm1/2fVGr828wUeyO9AT9l/NQxpn96bzFwqVxV+KQZ+HWfJKo1LdWnj1/d3s3lr28aGH7jvUP1yEsrK3lAwsbilqdf4OJYnekJyRv4Yes/r4NeRYeG0Rx+ev1vbVnB6eF9988sIO+uUr1oa+5c3qKBM3C3xzmgq0EtWcLf1/U6vwbTBTbHX9/Zj2UceZFOy+Oc+ciSZEQaGHHxx7VN1cfHUkW/pTFl4WH7tZmiw9YGBYm8KKdF0cL7zoJQhFoYbfHHtV31x+NvYWNxSpNFj4dqR/VQb3KlupbvtZUG473qb6h/3spzdreO+MvdFqGm9dUo1v4+6JWp9/gotju+Psz66GMMy/aeXFcUy2OtXxEWrgznyUi9c3VR2dbkauHi4Utv4UZvco+LlrYaRXa38PanqoHwcKGkpVnZbh5feEvLPx1UavTH5iLgnxQM4Y65IkX7bxQynTQSageUaRISLTw+LsXV79c31t7TurAcNqNxSrvtvBmArO3Z2089FI/rlm4+u5nVqh9W/jrop5+gY1i/wMwf4GNF+28vN2etVEa9yQPiRauHg7RnPre2rNDkoWf6788PXdulyJx1cKhnzv3hYW/Lurp78vG13t+7X8xT+h7vue5c484UiREWtgpMHx60pjZWdhc8tIkkvN4Kd3Cwydf6pZ9PIN5f/fjYWoVzemam6GfwfyFhb8uanX2BTYKbc9fn1kvpRx50c7L2+kZzLGkSIi0sFNguL69Am3ZNtLSxcLf2Unb3GYC81cW3n/mdfaZhf3djwfBwucNo6GHpGrfFv66qBVXVTvlvCCv4094K+kXFtaov4j0RrKKhEwLOwWGa381aUSShTf/8mHh+rFbQg0W1qmYato55wV5HX/CW0n9WDiWFAmZFv6tLpcDw7W/mjRCtHBlsfDZ0zHsO35uP2gOV2ofKgm1svrCwr/b0z5cWiz8j/Lak4XNuX+w8AHeSurHwr8HHEWKhEwLu2UMh6S0OaYy1TFCH7Gk1mOzhf/utlacHUL1hYX358m4h3pr4fMLrHcLX+eLoobmmzPrnxssPDSe6wXyiMhSumUMh+TBbWHymmrmD1IcuS/p6+wzM/sUCVhYMNlZOJrOnEgLu2UMh+S6hUkj9QMsut5+iNnChrsfpxauYeFQ5Gbhbj8YFIpMC1fR/H4a31m4vt/Cr82HmC1suPth3EMFC0sgNwtHkyIh1MJtNGMJDevVw2bh70bqB1gs/Nx8iNnC9W4HVguvb9aUlgEL30FuFo4mRUKohWN97FF/3cKkPuIBISxc7kIe5xY2/hA6sPAd5GbhylwBBCLTwrE+9igzCxtGLLCwXHKzsKGTIBShxRzGulHMPdzypYW1eKmTHAJY2JAiYd5DubXwaRFg4VvIzcKGToJQhFp4nAEfuhDf01u78DYLF4cf+AKLhYvNh3gt3BmO1mbh5zdFgIVvITML27tE4hCqukgDwyYvTYix8PNsQ/S2arr7IczC5m3DwgJht3A8KRJSLRxpYNhuYWPAofp2pH4AycKUSxu9rdaGzqbxMDQLnxaBx8LmVepgYaGwW7iJpyMn1cK1IeYon0ML70dHar+Q1Ec8IICFK4PmjF16dbekpgEL30FmFjZ1EoQi1cJxBoY7wxh9wmbhp/La/E0ipLtzvBZ+GARos/BLeX1aBFj4FjKzcBmPQaSWM87AcOtk4efuA1/g38LGux8UC59vHha+g8wsHNFoWqqF4wwMO1jY9aLj38LG8MuZhS2JCxqw8B3kZeGIUiTkWriO6FK28qWFv46Xnuzar4Vb09ZMFlbNCwuHIy8L26OD8hBr4SgDw0Yxjdgs/DK9vrprA9ttslq4NhXZZmHTazuw8B3kZeGIUiTkWjjKwLD9zBsX6/m6j3iA5SGJ1h1aIbfVymS5+sTCFjVqcFnY9BdYWCbcFjZ2EoQi1sJjI48tMHxo4X18hdPC5mf2/Nl95nQn5LZamg7J1OcPZGHLM6RgYZlwW7iKZv6yZAsPRostMOxmYbd9lyYLb43Ia+Hd5gcIFia0jTst3MLCIuG2sLGTIBS5Fo7xsUeNtcgmC3/fRzzb947nbofm4ilQ26p5horJwqp5LWrUgIXvQLyFC8LHqBaOKUVCsIVjfOyRPRZ1v4X13RkMxGph851IWFguWVk4phQJyRauYrqaTThZmDOK5cHC5n4/wcKEceLNFuasVbAwEzWvhe3pSgIRbOFmd3dJPHYLm+yjWpjWRyRjtjCpw01tq7VxY6ZcENXCtMfrsVjYsitYWCbMFrYHBwUi2MIRBobNZhowWbbbWpjzXoIHC5vvfpjU124tTHAgLHwHWVk4phQJyRaOMDBcfWvh3Uj9/+UpiAcLm+NFFgv/KH8fv/X/HG4bFr6DrCwcU4qEaAvHFxi+buFFGUzX7/stbHmsyJmF57hxf9xCYOE7yMrCUblDsoXjCww7WXi0E9P5uN/CnfnuB8HCg7u74/MKC99BThbuoxpHS7ZwfIFhezDKlANhiJfebuHzqxqxrVrufpji200wC5t0CwvLhNfCUaVIiLZwfIHh8qulZQwj9e5WC5MSMYht1XIj0rQLVYfVZOHWg4VNSXNvWFgqvBaOKkVCtoWjCww7WXjsI0Zj4co63j+zcPGGhYOQk4Xt1UIioi3cxhYYvm7hKjYLWy6QZxYuYeFg5GThqFIkZFu4jy0wbD/3JgubRup3W/i8atLaqiVFwmjhWvnobOHGj4UtJYSFBcJr4bhG0aItPK4TVoQuxBc8rJozrZlmGqnfamHSxDVaW7WkSBhvAGoWHr7mw8IVLLwlIwvHlSIh3MJ1XJe0Ewu/tPe+H6mTud3CrWWUYurzqxae5d14yBeGhTUysrCtkyAU2RYe2rrsEm5xsvDzfdpHJHO7hS0pEhQLD1uvYWH/ZGThuFIkhFs4tsceHXTdDdXi+5E6GauFzwVEa6uWFAlj5KVS2pdfC5s2AgvLhNXCcaVICLfwGBiO57FHRytLn1iYNlInY7awJWtgC62tlpZNnVh4GRLUx+VgsXAJC2/JyMK2ToJQhFu4to/xBXJi4af21vcjdTK3W9h2dTRFXjQLj2/Bwv7JyMK2ToJQhFs4rsDwdQv3kVnYevfjxMJdeAt3sLBIOC0cWYqEdAvHFRi2JdEOlPvjMPQRT0bqZKwWPg/vkNqqLUXCGHlRDn1JZKuOy8Fl4afhbVhYJrROLu1jkaVISLdwXIFh8wMxJ2gWPukjkjFb2JI1sPvQi7J9S82hWbj0YGFLS4SFZcJpYXsnQSbSLRxVYPjEwoX2lmmkznTFudvCtfWsGNynWHiZWlcWh5uHhe8gHwubq79cpFs4qsCwk4UpfUQyVgvrZTB+6HX6Ifvdj1MLj/Y+KQeXhV+Gtzv2Z0sVjJu7E9kWrhgtHFmKhHgLRxUYPrKwwYDfj9TJ3G1h+4EaIi+KDmHhgORj4chSJMRbeFzdMpbAcHtwa9YQDTBYmKtFmy1syRrYQmmrB/egDfvYW7g/aUkcFjZlawzAwjLhtHBEzhgRb+EmosDwdQsT+4hkbrZwZ7/7cWzh9ZEiz8Ptw8J3kI2F+4jGzyPiLdxFFBg+srAhS2xv4TM7kbFa+Hz7lLZqT5EwRT32Fu5OdsFlYdP7sLBMGC0cW4qEfAu/IwoMn1hYD1V9P1InY7Yw6ZektFV7MNbQ51d16NHCtkedwsIyYbTwQSdBJvJLG1FguDnQHMnCZ3b6piR3Wvjg

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<body lang=3DEN-US style=3D'margin:0px;background-color:black'onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"onkeypress=3D"_KPH()" oa:clockstart=3D"onstart">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>19=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s147458" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:1in' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s147459" type==3D"#_x0000_m132111" style=3D'position:absolute;left:30pt;top:108pt;width:9in;height:54pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape><v:line id=3D"_x00=

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00_s147460" style=3D'position:absolute;flip:y' from=3D"2in,174pt" to=3D"2in,414pt" strokecolor=3D"black [1]"> <v:stroke endarrow=3D"block"/> <v:shadow color=3D"#00007d [2]"/> </v:line><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s147460" src=3D"slide0123_image022.gif" style=3D'position:absolute;top:32.25%;left:=19.47%; width:1.31%;height:45.0%'><![endif]> <div v:shape=3D"_x0000_s147458" class=3DT style=3D'position:absolute;top:9=.5%; left:5.99%;width:88.38%;height:8.5%'>Summing the harmonic series</div> <div v:shape=3D"_x0000_s147459" class=3DB style=3D'position:absolute;top:2=1.0%; left:5.24%;width:89.51%;height:6.75%'><span style=3D'position:absolute; top:0%;left:4.18%;width:95.81%;height:100.0%'><span class=3DBB style=3D'po=sition: absolute;left:-4.36%;top:.3em'>&uml;</span>What is the sum &frac12;+ 1/3 + &frac14;+&#8230;1/n?</span></div> <v:line id=3D"_x0000_s147461" style=3D'position:absolute' from=3D"2in,414p=t" to=3D"570pt,414pt" strokecolor=3D"black [1]"> <v:stroke endarrow=3D"block"/> <v:shadow color=3D"#00007d [2]"/> </v:line><v:shape id=3D"_x0000_s147462" style=3D'position:absolute;left:16=8pt; top:174pt;width:408pt;height:234pt' coordsize=3D"3264,1872" path=3D"m,c64=,352,128,704,192,912v64,208,128,248,192,336c448,1336,515,1392,576,1440v61,4=8,109,65,173,97c813,1569,797,1584,960,1632v163,48,384,152,768,192c2112,1864=,2688,1868,3264,1872e" filled=3D"f" fillcolor=3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:path arrowok=3D"t"/> </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s147461,_x0000_s1=47462" src=3D"slide0123_image023.gif" style=3D'position:absolute;top:32.25%;left:=20.03%; width:60.48%;height:45.5%'><![endif]><v:rect id=3D"_x0000_s147463" style==3D'position:absolute; left:168pt;top:4in;width:24pt;height:126pt;mso-wrap-style:none; v-text-anchor:middle' fillcolor=3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"2" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"17408"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147463" src=3D"slide0123_image024.gif" style=3D'positi=on:absolute; top:53.25%;left:23.22%;width:3.74%;height:24.0%'><![endif]> <div id=3D"_x0000_s147463_AllText" v:shape=3D"_x0000_s147463" class=3DO style=3D'position:absolute;top:63.25%;left:22.84%;width:4.3%;height:4.0%; white-space:nowrap'> <div style=3D'text-align:center;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:0%;left:0%;width:100.0%;height:100.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/2</span></div> </div> <v:rect id=3D"_x0000_s147464" style=3D'position:absolute;left:192pt;top:33=0pt; width:24pt;height:84pt;mso-wrap-style:none;v-text-anchor:middle' fillcolo=r=3D"#99f [4]" strokecolor=3D"black [1]">

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<v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"3" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"17408"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147464" src=3D"slide0123_image025.gif" style=3D'positi=on:absolute; top:61.0%;left:26.59%;width:3.74%;height:16.0%'><![endif]> <div id=3D"_x0000_s147464_AllText" v:shape=3D"_x0000_s147464" class=3DO style=3D'position:absolute;top:67.0%;left:26.21%;width:4.3%;height:4.0%; white-space:nowrap'> <div style=3D'text-align:center;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:0%;left:0%;width:100.0%;height:100.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/3</span></div> </div> <v:rect id=3D"_x0000_s147465" style=3D'position:absolute;left:3in;top:354p=t; width:24pt;height:60pt;mso-wrap-style:none;v-text-anchor:middle' fillcolo=r=3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"4" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"17408"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147465" src=3D"slide0123_image026.gif" style=3D'positi=on:absolute; top:65.5%;left:29.96%;width:3.74%;height:11.75%'><![endif]> <div id=3D"_x0000_s147465_AllText" v:shape=3D"_x0000_s147465" class=3DO style=3D'position:absolute;top:69.25%;left:29.58%;width:4.3%;height:4.0%; white-space:nowrap'> <div style=3D'text-align:center;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:0%;left:0%;width:100.0%;height:100.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/4</span></div> </div> <v:rect id=3D"_x0000_s147466" style=3D'position:absolute;left:240pt;top:37=2pt; width:24pt;height:42pt;mso-wrap-style:none;v-text-anchor:middle' fillcolo=r=3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"5" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"17408"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147466" src=3D"slide0123_image027.gif" style=3D'positi=on:absolute; top:68.75%;left:33.33%;width:3.74%;height:8.25%'><![endif]> <div id=3D"_x0000_s147466_AllText" v:shape=3D"_x0000_s147466" class=3DO style=3D'position:absolute;top:71.0%;left:32.95%;width:4.3%;height:4.0%; white-space:nowrap'> <div style=3D'text-align:center;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:0%;left:0%;width:100.0%;height:100.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/5</span></div> </div> <v:rect id=3D"_x0000_s147467" style=3D'position:absolute;left:264pt;top:37=8pt; width:24pt;height:36pt;mso-wrap-style:none;v-text-anchor:middle' fillcolo=

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r=3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"6" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"17408"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147467" src=3D"slide0123_image028.gif" style=3D'positi=on:absolute; top:70.0%;left:36.7%;width:3.74%;height:7.25%'><![endif]> <div id=3D"_x0000_s147467_AllText" v:shape=3D"_x0000_s147467" class=3DO style=3D'position:absolute;top:71.5%;left:36.14%;width:4.3%;height:4.0%; white-space:nowrap'> <div style=3D'text-align:center;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:0%;left:0%;width:100.0%;height:100.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/6</span></div> </div> <v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=3D"202" pa=th=3D"m,l,21600r21600,l21600,xe"> <v:stroke joinstyle=3D"miter"/> <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/> </v:shapetype><v:shape id=3D"_x0000_s147468" type=3D"#_x0000_t202" style==3D'position:absolute; left:156pt;top:420pt;width:364.5pt;height:28.875pt;mso-wrap-style:none; v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#99f [4]" stroked==3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:shape><v:shape id=3D"_x0000_s147469" type=3D"#_x0000_t202" style=3D'po=sition:absolute; left:568.75pt;top:398.875pt;width:23.5pt;height:28.875pt;mso-wrap-style:n=one; v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#99f [4]" stroked==3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:shape><v:shape id=3D"_x0000_s147470" type=3D"#_x0000_t202" style=3D'po=sition:absolute; left:124.75pt;top:140.875pt;width:38.5pt;height:28.875pt;mso-wrap-style:n=one; v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#99f [4]" stroked==3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:shape> <div v:shape=3D"_x0000_s147468" class=3DO style=3D'mso-char-wrap:1;mso-kin=soku-overflow: 1;position:absolute;top:78.75%;left:22.65%;width:58.61%;height:4.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span>2<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span>3<span style=3D'mso-spacerun:yes'>&nbsp; </span>4<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span>5<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span>6<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=

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;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>n </span></div> <div v:shape=3D"_x0000_s147469" class=3DO style=3D'mso-char-wrap:1;mso-kin=soku-overflow: 1;position:absolute;top:74.75%;left:79.96%;width:1.68%;height:4.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>x</span></div> <div v:shape=3D"_x0000_s147470" class=3DO style=3D'mso-char-wrap:1;mso-kin=soku-overflow: 1;position:absolute;top:27.0%;left:18.35%;width:4.11%;height:4.0%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:75%'>1/x</span></div> <v:rect id=3D"_x0000_s147471" style=3D'position:absolute;left:480pt;top:40=8pt; width:24pt;height:6pt;mso-wrap-style:none;v-text-anchor:middle' fillcolor==3D"#99f [4]" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <p:animation number=3D"7" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack" flag=3D"16384"/></v:rect><![if !vml]><img border==3D0 v:shapes=3D"_x0000_s147471" src=3D"slide0123_image029.gif" style=3D'positi=on:absolute; top:75.5%;left:66.66%;width:3.74%;height:1.75%'><![endif]><v:shape id=3D"_=x0000_s147472" type=3D"#_x0000_t202" style=3D'position:absolute;left:46.75pt;top:443.125=pt; width:601.25pt;height:74.5pt' filled=3D"f" fillcolor=3D"#99f [4]" stroked==3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> <p:animation number=3D"9" delay=3D"0" type=3D"object" effect=3D"cut" direction=3D"noBlack"/></v:shape> <div id=3D"_x0000_s147472_AllText" v:shape=3D"_x0000_s147472" class=3DO style=3D'position:absolute;top:83.0%;left:7.49%;width:93.25%;height:12.25%; white-space:nowrap'> <div style=3D'mso-char-wrap:1;mso-kinsoku-overflow:1'><span style=3D'posit=ion: absolute;top:0%;left:0%;width:100.0%;height:48.97%'><span style=3D'font-fa=mily: Arial;mso-ascii-font-family:Arial;mso-bidi-font-family:Arial;font-size:117=%'>It is at most the area under the curve f(x)=3D1/x </span></span><span style=3D'position:absolute;top:51.02%;left:0%;width:87.55%;height:48.97%'>=<span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;font-size:117%'>between limits 1 and n</span></span></div> </div> <v:shape id=3D"_x0000_s147477" type=3D"#_x0000_t202" style=3D'position:abs=olute; left:468pt;top:378pt;width:39.5pt;height:28.875pt;mso-wrap-style:none; v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#99f [4]" stroked==3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/>

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<v:stroke joinstyle=3D"miter"/> <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/> </v:shapetype><v:shape id=3D"_x0000_s148487" type=3D"#_x0000_t202" style==3D'position:absolute; left:36pt;top:366pt;width:624pt;height:122.375pt' filled=3D"f" fillcolor==3D"#99f [4]" stroked=3D"f" strokecolor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:shadow color=3D"#00007d [2]"/> <v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:shape> <div v:shape=3D"_x0000_s148482" class=3DT style=3D'position:absolute;top:9=.5%; left:5.99%;width:91.76%;height:8.5%'>The expected time for insertion</div> <div v:shape=3D"_x0000_s148487" class=3DO style=3D'mso-char-wrap:1;mso-kin=soku-overflow: 1'><span style=3D'position:absolute;top:68.75%;left:5.99%;width:89.32%; height:6.75%'><span style=3D'font-family:Arial;mso-ascii-font-family:Arial; mso-bidi-font-family:Arial;font-size:133%'>Thus the expected time for inserting a </span></span><span style=3D'position:absolute;top:76.0%;left:=5.99%; width:98.5%;height:6.75%'><span style=3D'font-family:Arial;mso-ascii-font-=family: Arial;mso-bidi-font-family:Arial;font-size:133%'>randomly chosen permutati=on of n keys is </span></span><span style=3D'position:absolute;top:83.0%; left:5.99%;width:84.83%;height:6.75%'><span style=3D'font-family:Arial; mso-ascii-font-family:Arial;mso-bidi-font-family:Arial;font-size:133%'>O(n= log n)</span></span></div> <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=ed=3D"f"> <v:stroke joinstyle=3D"miter"/> <v:formulas> <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/> <v:f eqn=3D"sum @0 1 0"/> <v:f eqn=3D"sum 0 0 @1"/> <v:f eqn=3D"prod @2 1 2"/> <v:f eqn=3D"prod @3 21600 pixelWidth"/> <v:f eqn=3D"prod @3 21600 pixelHeight"/> <v:f eqn=3D"sum @0 0 1"/> <v:f eqn=3D"prod @6 1 2"/> <v:f eqn=3D"prod @7 21600 pixelWidth"/> <v:f eqn=3D"sum @8 21600 0"/> <v:f eqn=3D"prod @7 21600 pixelHeight"/> <v:f eqn=3D"sum @10 21600 0"/> </v:formulas> <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/> <o:lock v:ext=3D"edit" aspectratio=3D"t"/> </v:shapetype><v:shape id=3D"_x0000_s148488" type=3D"#_x0000_t75" style=3D='position:absolute; left:54pt;top:126pt;width:570pt;height:198pt;visibility:visible; mso-wrap-style:none;v-text-anchor:middle' fillcolor=3D"#99f [4]" strokeco=lor=3D"black [1]"> <v:fill color2=3D"white [0]"/> <v:imagedata src=3D"slide0124_image030.png" o:title=3D"txp_fig"/> <v:shadow color=3D"#00007d [2]"/> <p:tag name=3D"SOURCE" type=3D"string" value=3D"\documentclass{slides}\pagestyle{empty}&#13;&#10;\begin{documen=t}&#13;&#10;\begin{eqnarray*}&#13;&#10;T(n) &amp; \le &amp; 2(n+1)\int_1^n =\frac{dx}{x} + 2 \\&#13;&#10;&amp; =3D &amp; 2(n+1)\ln n + 2\\&#13;&#10;&am=p; =3D &amp; O(n\log n)&#13;&#10;\end{eqnarray*}&#13;&#10;\end{document}&#1=3;&#10;"/><p:tag

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o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s149506" class=3DT style=3D'position:absolute;top:9=.5%; left:5.99%;width:88.38%;height:8.5%'>Minimum time to insert n keys</div> <div v:shape=3D"_x0000_s149507" class=3DB> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:21.5%;left:9.73%;width:84.45%;height:6.75%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.43%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>The time require=d to insert n keys is </span><span style=3D'position:absolute;top:28.0%;left:9.=73%; width:96.06%;height:6.75%'>minimum when the resulting tree has the </span>=<span style=3D'position:absolute;top:34.5%;left:9.73%;width:84.45%;height:6.75%'=>smallest possible height.&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:42.25%;left:9.73%;width:90.07%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-4.15%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>A binary tree on= n nodes has height at </span><span style=3D'position:absolute;top:48.5%; left:9.73%;width:84.45%;height:6.75%'>least log<span style=3D'font-size:66=%; position:relative;top:.37em;mso-text-raise:-25%'>2</span><span style=3D'mso-spacerun:yes'>&nbsp;</span>n&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:56.25%;left:9.73%;width:96.25%;height:6.75%'><span style=3D'mso-specia=l-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.89%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>To insert the n/2 nodes at level log<span style=3D'font-size:66%;position:relative;top:.37em; mso-text-raise:-25%'>2</span><span style=3D'mso-spacerun:yes'>&nbsp;</span=>n we </span><span style=3D'position:absolute;top:62.75%;left:9.73%;width:84.45%;height:6.75%='>require at least (n/2)log<span style=3D'font-size:66%;position:relative;top:.37em; mso-text-raise:-25%'>2</span><span style=3D'mso-spacerun:yes'>&nbsp;</span=>n time.&#13;</span></div> <div style=3D'mso-line-spacing:"90 20 0"'><span style=3D'position:absolute; top:70.0%;left:9.73%;width:100.37%;height:7.5%'><span style=3D'mso-special=-format: bullet;color:#9999CC;mso-color-index:5;position:absolute;left:-3.73%; top:.3em;font-family:Wingdings;font-size:75%'>&uml;</span>Hence inserting n keys requires <span style=3D'font-family:Symbol;mso-ascii-font-family:Symb=ol; mso-char-type:symbol'>W</span>(nlog<span style=3D'font-size:66%;position:r=elative; top:.37em;mso-text-raise:-25%'>2</span><span style=3D'mso-spacerun:yes'>&nbsp;</span>n) </span><span style=3D'position:=absolute; top:77.0%;left:9.73%;width:84.45%;height:6.75%'>time.</span></div> </div></p:slide></div>

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<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;width:534px;height:400px;font-size:16px;background-color:#CCCCE6;clip:rect(=0%, 101%, 101%, 0%);visibility:hidden'><p:slide coordsize=3D"720,540" colors=3D"#FFFFFF,#000000,#00007D,#000000,#9999FF,#9999CC,#666699,#CCCCE6" masterhref=3D"master12.xml"> <p:shaperange href=3D"master12.xml#_x0000_s132097"/><![if !ppt]><p:shapera=

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nge href=3D"master12.xml#_x0000_s132098"/><p:shaperange href=3D"master12.xml#_x0000_s132099"/> <div v:shape=3D"_x0000_s132099" class=3DO> <div style=3D'text-align:right;mso-char-wrap:1;mso-kinsoku-overflow:1; position:absolute;top:94.0%;left:72.65%;width:21.53%;height:3.5%'><span style=3D'font-family:"Arial Black";font-size:50%;mso-field-code:meta16'>22=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'>&#13;</span></div> </div> <p:shaperange href=3D"master12.xml#_x0000_s132100"/><![if !vml]><img borde=r=3D0 v:shapes=3D"_x0000_s132100,_x0000_s132101,_x0000_s132102,_x0000_s132103,_x=0000_s132104,_x0000_s132105,_x0000_s132106,_x0000_s132107,_x0000_s132108,_x=0000_s132109" src=3D"master12_image001.gif" style=3D'position:absolute;top:0%;left:0%; width:100.37%;height:8.5%'><![endif]><p:shaperange href=3D"master12.xml#_x0000_s132112"/><![endif]><p:shaperange href=3D"master12.xml#_x0000_m132110"/><v:shape id=3D"_x0000_s150530" type==3D"#_x0000_m132110" style=3D'position:absolute;left:36pt;top:36pt;width:9in;height:78pt' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"title"/></v:shape><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s150531" type==3D"#_x0000_m132111" style=3D'position:absolute;left:36pt;top:126pt;width:9in;height:5in' o:userdrawn=3D"f"> <v:fill o:detectmouseclick=3D"f"/> <v:stroke o:forcedash=3D"f"/> <o:lock v:ext=3D"edit" text=3D"f"/> <p:placeholder type=3D"body" position=3D"1"/></v:shape> <div v:shape=3D"_x0000_s150530" class=3DT style=3D'position:absolute;top:1=0.0%; left:5.99%;width:88.2%;height:8.5%'>Summary of Running times</div> <div v:shape=3D"_x0000_s150531" class=3DB><span style=3D'position:absolute; top:24.5%;left:9.73%;width:96.44%;height:6.75%'><span class=3DBB style=3D'position:absolute;left:-3.88%;top:.3em'>&uml;</span>To insert n k=eys into a binary search tree </span><span style=3D'position:absolute;top:31.5=%; left:9.73%;width:84.45%;height:6.75%'>which is initially empty requires&#1=3;</span> <div style=3D'position:absolute;top:40.0%;left:5.99%;width:88.2%;height:6.=75%'><span style=3D'position:absolute;top:0%;left:4.24%;width:95.75%;height:100.0%'><=span class=3DBB style=3D'position:absolute;left:-4.43%;top:.3em'>&uml;</span>O(=n<span style=3D'font-size:66%;position:relative;top:-.45em;mso-text-raise:30%'>2<=/span>) time in the worst case.&#13;</span></div> <div style=3D'position:absolute;top:48.5%;left:5.99%;width:88.2%;height:6.=75%'><span style=3D'position:absolute;top:0%;left:4.24%;width:95.75%;height:100.0%'><=span class=3DBB style=3D'position:absolute;left:-4.43%;top:.3em'>&uml;</span>O(=nlog n) time in the best case.&#13;</span></div> <span style=3D'position:absolute;top:57.0%;left:9.73%;width:92.13%;height:=6.75%'><span

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class=3DBB style=3D'position:absolute;left:-4.06%;top:.3em'>&uml;</span>O(=nlog n) time in the average case; the </span><span style=3D'position:absolute; top:64.25%;left:9.73%;width:86.51%;height:6.75%'>average is taken over the= n! different </span><span style=3D'position:absolute;top:71.25%;left:9.73%; width:84.45%;height:6.75%'>orders in which the n keys could be </span><span style=3D'position:absolute;top:78.5%;left:9.73%;width:84.45%;height:6.75%'=>inserted.</span></div></p:slide></div>

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<div class=3DN><span style=3D'font-family:Times;mso-ascii-font-family:Times='>Clickto edit Master text styles&#13;</span></div>

<div class=3DN1><span style=3D'font-family:Times;mso-ascii-font-family:Time=s'>Secondlevel&#13;</span></div>

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<div class=3DN2><span style=3D'font-family:Times;mso-ascii-font-family:Time=s'>Thirdlevel&#13;</span></div>

<div class=3DN3><span style=3D'font-family:Times;mso-ascii-font-family:Time=s'>Fourthlevel&#13;</span></div>

<div class=3DN4><span style=3D'font-family:Times;mso-ascii-font-family:Time=s'>Fifthlevel</span></div>

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

------=_NextPart_01C50927.8AB046F0Content-Location: file:///C:/2687A099/lec9_files/script.jsContent-Transfer-Encoding: quoted-printableContent-Type: application/javascript; charset="us-ascii"

function LoadSld(){

var sld=3DGetObj("SlideObj")if( !g_supportsPPTHTML ) {

sld.style.visibility=3D"visible"return

}if( MakeNotesVis() ) returnrunAnimations =3D _InitAnimations();if( IsWin("PPTSld") )

parent.SldUpdated(GetSldId())g_origSz=3DparseInt(SlideObj.style.fontSize)g_origH=3Dsld.style.posHeightg_origW=3Dsld.style.posWidthg_scaleHyperlinks=3D(document.all.tags("AREA").length>0)if( g_scaleHyperlinks )

InitHLinkArray()if( g_scaleInFrame||(IsWin("PPTSld") && parent.IsFullScrMode() ) )

document.body.scroll=3D"no"_RSW()if( IsWin("PPTSld") && parent.IsFullScrMode() )

FullScrInit();=09

MakeSldVis();ChkAutoAdv()

if( runAnimations ){

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if( document.all("NSPlay") )document.all("NSPlay").autoStart =3D false;

if( sld.filters && sld.filters.revealtrans )setTimeout( "document.body.start()",

sld.filters.revealtrans.duration * =1000 );

elsedocument.body.start();

}}function MakeSldVis(){

var fTrans=3Dg_showAnimation && SldHasTrans()if( fTrans ){

if( g_bgSound ) {idx=3Dg_bgSound.indexOf(",");pptSound.src=3Dg_bgSound.substr( 0, idx );pptSound.loop=3D -(parseInt(g_bgSound.substr(idx+1)));

}SlideObj.filters.revealtrans.Apply()

}SlideObj.style.visibility=3D"visible"if( fTrans )

SlideObj.filters.revealtrans.Play()}function MakeNotesVis(){

if( !IsNts() ) return falseSlideObj.style.display=3D"none"nObj =3D document.all.item("NotesObj")parent.SetHasNts(0)if( nObj ) {

nObj.style.display=3D""parent.SetHasNts(1)

}return 1

}function ChkAutoAdv(){

if(SldHasTrans())SlideObj.onfilterchange=3DAutoAdv

elseAutoAdv()

}function AutoAdv(){

if(!IsWin("PPTSld") || !gUseSldTimings )returnvar sld=3DGetCurSld()if( (sld.mAdvDelay>0) && !parent.IsFramesMode() )

setTimeout("parent.GoToNextSld()",sld.mAdvDelay)}function GetObj(id){

if(g_supportsPPTHTML) return document.all(id);else return document.getElementById(id);

}function SldHasTrans() { return SlideObj.style.getAttribute("filter")!=3D""= }function GetSldId() { return sId=3Dlocation.href.substring(location.href.la=stIndexOf('/')+1) }function HideMenu() { if( frames["PPTSld"] && PPTSld.document.all.item("ctx=tmenu") && PPTSld.ctxtmenu.style.display!=3D"none" ) { PPTSld.ctxtmenu.styl=e.display=3D'none'; return true } return false }

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function IsWin( name ) { return window.name =3D=3D name }function IsNts() { return IsWin("PPTNts") }function IsSldOrNts() { return( IsWin("PPTSld")||IsWin("PPTNts") ) }function SupportsPPTAnimation() { return( navigator.platform =3D=3D "Win32"= && navigator.appVersion.indexOf("Windows")>0 ) }function SupportsPPTHTML(){

var appVer=3Dnavigator.appVersion, msie=3DappVer.indexOf("MSIE "), ver=3D0if( msie >=3D 0 )

ver=3DparseFloat( appVer.substring( msie+5, appVer.indexOf(";",msie) ) )

elsever=3DparseInt(appVer)

return( ver >=3D 4 && msie >=3D 0 )}function _RSW(){

if( !g_supportsPPTHTML || IsNts() || ( !g_scaleInFrame && (!IsWin("PPTSld") || !parent.IsFullScrMode()) ) )

return var padding=3D0; if( IsWin("PPTSld") && parent.IsFramesMode() ) padding=3D6

cltWidth=3Ddocument.body.clientWidth-paddingcltHeight=3Ddocument.body.clientHeight-paddingfactor=3D(1.0*cltWidth)/g_origWif( cltHeight < g_origH*factor )

factor=3D(1.0*cltHeight)/g_origHnewSize =3D g_origSz * factorif( newSize < 1 ) newSize=3D1s=3DSlideObj.styles.fontSize=3DnewSize+"px"s.posWidth=3Dg_origW*factors.posHeight=3Dg_origH*factors.posLeft=3D(cltWidth-s.posWidth+padding)/2s.posTop=3D(cltHeight-s.posHeight+padding)/2if( g_scaleHyperlinks )

ScaleHyperlinks( factor )}function _InitAnimations(){

animRuntimeInstalled =3D ''+document.body.localTime !=3D 'undefined';isFullScreen =3D (window.name =3D=3D "PPTSld") && !parent.IsFramesMode();g_animUseRuntime =3D g_showAnimation && animRuntimeInstalled && !

(isFullSc=reen && parent.IsSldVisited());

if( g_animUseRuntime ) {collSeq =3D document.all.tags("seq");if( collSeq !=3D null ) {

for(ii=3D0;ii<collSeq.length;ii++) {if( collSeq[ii].getAttribute( "p:nodeType" ) =3D=3D

"mainSeq" ) {g_animMainSequence =3D collSeq[ii];break;

}}

}if( g_animItemsToHide ) {

for(jj =3D 0; jj < g_animItemsToHide.length; jj++) {if( hideObj =3D GetObj(g_animItemsToHide[jj]) )

hideObj.runtimeStyle.visibility=3D"hidden";}

}if( g_animInteractiveItems ){

for(jj =3D 0; jj < g_animInteractiveItems.length; jj++) {

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if( triggerObj =3D GetObj(g_animInteractiveItems[jj]) )triggerObj.runtimeStyle.cursor=3D"hand";

}}if( gUseSldTimings && ''+g_animSlideTime !=3D 'undefined' ) {

adjustedTime =3D document.body.calculateAutoAdvanceTimes( g_animSlideTim=e, g_animEffectTimings );

if( IsWin("PPTSld") && adjustedTime !=3D g_animSlideTime ) { var sld =3D GetCurSld(); sld.mAdvDelay =3D adjustedTime * 1000;}

}}return g_animUseRuntime;

}gSldJump =3D 0, gSldJumpTrack =3D 0, gSldJumpIdx =3D "";function _KPH(){

if( IsNts() ) return;if( !parent.IsFramesMode() && event.keyCode =3D=3D 27 && !HideMenu() )

parent.window.close( self );else if( event.keyCode =3D=3D 32 ) {

if( window.name =3D=3D "PPTSld" )parent.PPTSld.DocumentOnClick();

elseparent.GoToNextSld();

}CatchNumKeys( parent, event );

}function CatchNumKeys( win, event ) {

if( win.IsFullScrMode() && (48<=3Devent.keyCode) && (event.keyCode<=3D57) =) {

gSldJump =3D 1;gSldJumpIdx +=3D (event.keyCode-48).toString();

}if( win.IsFullScrMode() && gSldJump && event.keyCode =3D=3D 13 ) {

var numSlds =3D parent.GetSldList().mList.lengthif ( gSldJumpIdx > numSlds )

gSldJumpIdx =3D numSlds;if ( gSldJumpIdx >=3D 0 ) {

if ( gSldJumpIdx =3D=3D 0 )gSldJumpIdx =3D 1;

var jumpTo =3D parseInt(gSldJumpIdx);gSldJump =3D 0; gSldJumpIdx =3D "";win.GoToSld( parent.GetSldList().mList[jumpTo-1].mSldHref )

}}

}function _KDH(){

if( event.keyCode =3D=3D 8 ) {event.returnValue =3D 0;parent.GoToPrevSld();

}}function DocumentOnClick(){

if( IsNts() || parent.HideMenu() ) return;if( ( g_allowAdvOnClick && (window.name=3D=3D"PPTSld") && !

parent.IsFrames=Mode() ) ||

(event && event.keyCode=3D=3D32) ) {

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if( g_animUseRuntime && g_animMainSequence && g_animMainSequence.cangonex=t )

return;parent.GoToNextSld();

}}

var g_supportsPPTHTML =3D SupportsPPTHTML(), g_scaleInFrame =3D 1, gId=3D""=, g_bgSound=3D"", g_scaleHyperlinks =3D false, g_allowAdvOnClick =3D 1, g_showInBrowser ==3D 0, gLoopCont =3D 0, gUseSldTimings =3D 1;var g_showAnimation =3D g_supportsPPTHTML && SupportsPPTAnimation() && ( (w=indow.name=3D=3D"PPTSld" && !parent.IsFramesMode()) || g_showInBrowser );va=r g_animManager =3D null;var g_animUseRuntime =3D false;var g_animItemsToHide, g_animInteractiveItems, g_animSlideTime;var g_animMainSequence =3D null;var ENDSHOW_MESG=3D"End of slide show, click to exit.", SCREEN_MODE=3D"Fram=es", gIsEndShow=3D0, NUM_VIS_SLDS=3D22, SCRIPT_HREF=3D"script.js", FULLSCR_=HREF=3D"fullscreen.htm";var gCurSld =3D gPrevSld =3D 1, g_offset =3D 0, gNtsOpen =3D gHasNts =3D gO=tlTxtExp =3D 0, gHasNarration =3D 0, gOtlOpen =3D truewindow.gPPTHTML=3DSupportsPPTHTML()var gMainDoc=3Dnew Array(new hrefList("slide0105.htm",1,-1,1),new hrefList(="slide0106.htm",1,-1,1),new hrefList("slide0107.htm",1,-1,1),new hrefList("=slide0108.htm",1,-1,1),new hrefList("slide0109.htm",1,-1,1),new hrefList("s=lide0112.htm",1,-1,1),new hrefList("slide0110.htm",1,-1,1),new hrefList("sl=ide0111.htm",1,-1,1),new hrefList("slide0113.htm",1,-1,1),new hrefList("sli=de0114.htm",1,-1,1),new hrefList("slide0115.htm",1,-1,1),new hrefList("slid=e0116.htm",1,-1,1),new hrefList("slide0117.htm",1,-1,1),new hrefList("slide=0118.htm",1,-1,1),new hrefList("slide0119.htm",1,-1,1),new hrefList("slide0=120.htm",1,-1,1),new hrefList("slide0121.htm",1,-1,1),new hrefList("slide01=22.htm",1,-1,1),new hrefList("slide0123.htm",1,-1,1),new hrefList("slide012=4.htm",1,-1,1),new hrefList("slide0125.htm",1,-1,1),new hrefList("slide0126=.htm",1,-1,1));function FullScrInit(){

g_allowAdvOnClick =3D GetCurSld().mAdvOnClkdocument.body.style.backgroundColor=3D"black"document.oncontextmenu=3Dparent._CM;document.onkeydown =3D _KDH;document.ondragstart=3DCanceldocument.onselectstart=3DCancelself.focus()

}function Redirect( frmId ){

var str=3Ddocument.location.hash,idx=3Dstr.indexOf('#'), sId=3DGetSldId()if(idx>=3D0) str=3Dstr.substr(1);if( window.name !=3D frmId && ( sId !=3D str) ) {

obj =3D GetObj("Main-File")window.location.href=3Dobj.href+"#"+sIdreturn 1

}return 0

}var MHTMLPrefix =3D CalculateMHTMLPrefix();function CalculateMHTMLPrefix(){

if ( document.location.protocol =3D=3D 'mhtml:') {href=3Dnew String(document.location.href)Start=3Dhref.indexOf('!')+1End=3Dhref.lastIndexOf('/')+1

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if (End < Start)return href.substring(0, Start)

elsereturn href.substring(0, End)

}return '';

}function GetTags(base,tag){

if(g_supportsPPTHTML) return base.all.tags(tag);else return base.getElementsByTagName(tag);

}function UpdNtsPane(){ if(frames["PPTNts"]) PPTNts.location.replace( MHTMLP=refix+GetHrefObj( gCurSld ).mNtsHref ) }function UpdNavPane( sldIndex ){ if(gNavLoaded) PPTNav.UpdNav() }function UpdOtNavPane(){ if(gOtlNavLoaded) PPTOtlNav.UpdOtlNav() }function UpdOtlPane(){ if(gOtlLoaded) PPTOtl.UpdOtl() }function SetHasNts( fVal ){

if( gHasNts !=3D fVal ) {gHasNts=3DfValUpdNavPane()

}}function ToggleOtlText(){

gOtlTxtExp=3D!gOtlTxtExpUpdOtlPane()

}function ToggleOtlPane(){

frmset=3Ddocument.all("PPTHorizAdjust")frm=3Ddocument.all("PPTOtl")if( gOtlOpen )

frmset.cols=3D"*,100%"else

frmset.cols=3D"25%,*"gOtlOpen=3D!gOtlOpenfrm.noResize=3D!frm.noResizeUpdOtNavPane()

}function ToggleNtsPane(){

frmset=3Ddocument.all("PPTVertAdjust")frm=3Ddocument.all("PPTNts")if( gNtsOpen )

frmset.rows=3D"100%,*"else

frmset.rows=3D"*,20%"gNtsOpen=3D!gNtsOpenUpdNtsPane()

}function ClearMedia(){

if (PPTSld.pptSound) PPTSld.pptSound.loop =3D 0;}function FullScreen(){

if ( PPTSld.g_animUseRuntime )PPTSld.document.body.pause();

ClearMedia();var href =3D ( document.location.protocol =3D=3D 'mhtml:') ? FULLSCR_HREF

=: FULLSCR_HREF+"#"+GetHrefObj(gCurSld).mSldHref;

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if(PPTNav.event.ctrlKey) {var w =3D (window.screen.availWidth * 1.0) / 2.0var h =3D w * (PPTSld.g_origH * 1.0) / PPTSld.g_origWwin =3D

window.open( MHTMLPrefix+href,null,"toolbar=3D0,resizable=3D1,top==3D0,left=3D0," + "width=3D"+ w + ",height=3D" + h );

if( PPTSld.g_animUseRuntime )win.document.body.PPTSldFrameset=3Dwindow;

}else{

win =3D window.open( MHTMLPrefix+href,null,"fullscreen=3Dyes" );if( PPTSld.g_animUseRuntime )

win.document.body.PPTSldFrameset=3Dwindow;}

}function ToggleVNarration(){

rObj=3DPPTSld.document.all("NSPlay")if( rObj && !PPTSld.g_animUseRuntime ) {

if( (rObj.playState =3D=3D 1)||(rObj.playState =3D=3D 0) )rObj.Play()

else if( rObj.playState =3D=3D 2 )rObj.Pause()

elsereturn;

}else if( PPTSld.g_animUseRuntime ){

narObj =3D PPTSld.document.all("narrationID")if( narObj )

narObj.togglePause()}

}function GetCurSldNum(){

obj=3DGetHrefObj(gCurSld)if( obj.mOrigVis =3D=3D 1 )

return obj.mSldIdxelse

return gCurSld}function GetNumSlds(){

if( GetHrefObj(gCurSld).mOrigVis =3D=3D 1 )return GetSldList().mNumVisSlds;

elsereturn GetSldList().mList.length

}function GetSldNum( href ){

for(ii=3D0; ii<GetSldList().mList.length; ii++) {if ( GetSldList().mList[ii].mSldHref =3D=3D href )

return ii+1}return 1

}function GetHrefObj( sldIdx ){ return GetSldList().mList[sldIdx-1] }function IsFramesMode(){ return ( SCREEN_MODE =3D=3D "Frames" ) }function IsFullScrMode(){ return ( SCREEN_MODE =3D=3D "FullScreen" ) }function GoToNextSld(){

ii=3DgCurSld + 1if( GetHrefObj( ii-1 ).mOrigVis =3D=3D 0 ) {

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if( ii<=3DGetSldList().mList.length ) {obj=3DGetHrefObj(ii)obj.mVis=3D1GoToSldNum(ii)return

}}else {

obj=3DGetHrefObj( ii )while ( obj && ( obj.mOrigVis =3D=3D 0 ) )

obj=3DGetHrefObj(++ii)if( obj && obj.mOrigVis ) {

GoToSldNum(ii)return

}}if( gSldStack.length > 1 )

PopSldList();else if( !IsFramesMode() ) {

if( gLoopCont )GoToFirst()

elseEndShow()

}}function GoToPrevSld(){

ii=3DgCurSld-1if( ii > 0 ) {

obj=3DGetHrefObj(ii)while ( obj && ( obj.mVis =3D=3D 0 ) && ( ii>0 ) )

obj=3DGetHrefObj(--ii) if( ii =3D=3D 0 ) ii=3D1

GoToSldNum(ii)}

}function GoToFirst(){ GoToSld( GetHrefObj(1).mSldHref ) }function GoToLast(){

ii=3DGetSldList().mList.lengthif( ii !=3D gCurSld )

GoToSld( GetHrefObj(ii).mSldHref )}function GoToSldNum( num ){

if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrueobj =3D GetHrefObj( num )obj.mVis=3D1gPrevSld=3DgCurSldgCurSld =3D num;PPTSld.location.replace(MHTMLPrefix+obj.mSldHref)if( IsFramesMode() ) {

UpdNavPane(); UpdOtlPane(); UpdNtsPane()}

}function GoToSld( href ){

if( PPTSld.event ) PPTSld.event.cancelBubble=3DtrueGetHrefObj( GetSldNum(href) ).mVis=3D1PPTSld.location.replace(MHTMLPrefix+href)

}function SldUpdated( id ){

if( id =3D=3D GetHrefObj(gCurSld).mSldHref ) return

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gPrevSld=3DgCurSldgCurSld=3DGetSldNum(id)if( IsFramesMode() ) {

UpdNavPane(); UpdOtlPane(); UpdNtsPane()}

}function PrevSldViewed(){ GoToSld( GetHrefObj(gPrevSld).mSldHref ) }function HasPrevSld() { return ( gIsEndShow || ( gCurSld !=3D 1 && GetHrefO=bj( gCurSld-1 ).mVis =3D=3D 1 )||( GetCurSldNum() > 1 ) ) }function HasNextSld() { return (GetCurSldNum() !=3D GetNumSlds()) }function CloseWindow() {

if( HideMenu() ) return;var event =3D PPTSld.event;if( !IsFramesMode() && event && (event.keyCode=3D=3D27 ||

event.keyCode=3D==3D32 || event.type=3D=3D"click" ) )

window.close( self );CatchNumKeys( self, event );

}function Unload() { gIsEndShow=3D0; }function SetupEndShow() {

gIsEndShow=3D1;PPTSld.document.body.scroll=3D"no";PPTSld.document.onkeypress=3DCloseWindow;PPTSld.document.onclick=3DCloseWindow;PPTSld.document.oncontextmenu=3D_CM;

}function EndShow(){

if( IsFramesMode() ) returnif( PPTSld.event ) PPTSld.event.cancelBubble=3Dtruedoc=3DPPTSld.documentdoc.open()doc.writeln('<html><body bgcolor=3Dblack onload=3Dparent.SetupEndShow()

on=unload=3Dparent.Unload()><center><p><font face=3DTahoma color=3Dwhite size==3D2><br><b>' + ENDSHOW_MESG + '</b></font></p></center></body></html>')

doc.close()}function SetSldVisited(){ GetSldList().mList[gCurSld-1].mVisited=3Dtrue }function IsSldVisited(){ return GetSldList().mList[gCurSld-1].mVisited }function hrefList( sldHref, visible, advDelay, advClk ){

this.mSldHref=3D this.mNtsHref =3D sldHrefthis.mOrigVis=3D this.mVis =3D visiblethis.mVisited=3D falsethis.mAdvDelay=3D advDelaythis.mAdvOnClk=3D advClk

}function SldList(arr,curSld,fEnd){

this.mCurSld =3D curSld;this.mList =3D new Array();var idx =3D 1;for(ii=3D0;ii<arr.length;ii++) {

this.mList[ii] =3D new hrefList( arr[ii].mSldHref, arr[ii].mOrigVis, arr[=ii].mAdvDelay, arr[ii].mAdvOnClk );

if( arr[ii].mOrigVis )this.mList[ii].mSldIdx =3D idx++;

}this.mNumVisSlds =3D idx-1;this.fEndShow =3D fEnd;

}

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function GetSldList() { return gSldStack[gSldStack.length-1] }function GetCurSld() { return parent.GetSldList().mList[parent.gCurSld - 1]= }gSldStack =3D new Array();gSldStack[0] =3D new SldList(gMainDoc,gCurSld,1)function ViewCustomShow(idx,fEnd){

if( !IsFullScrMode() ) return;var sldList =3D new Array();var custShow =3D custShowList[idx-1];var jj =3D 0;for( ii=3D0;ii<custShow.length;ii++ ) {

if( custShow[ii] <=3D gMainDoc.length )sldList[jj++] =3D gMainDoc[custShow[ii]-1];

}if (sldList.length > 0) {PushSldList(sldList,fEnd);gCurSld =3D 1;}else

if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue}function PushSldList(arr,fEnd) {

var ii =3D gSldStack.length;gSldStack[ii] =3D new SldList(arr,gCurSld,fEnd);GoToSld( gSldStack[ii].mList[0].mSldHref );

}function PopSldList() {

if (gSldStack[gSldStack.length-1].fEndShow)EndShow()

else {gCurSld =3D gSldStack[gSldStack.length-1].mCurSld;gSldStack[gSldStack.length-1] =3D null;gSldStack.length--;var sldList =3D gSldStack[gSldStack.length-1];GoToSld( sldList.mList[gCurSld - 1].mSldHref );}

}var custShowList=3Dnew Array();function ImgBtn( oId,bId,w,action ){

var t=3Dthist.Perform =3D _IBPt.SetActive =3D _IBSetAt.SetInactive=3D _IBSetIt.SetPressed =3D _IBSetPt.SetDisabled=3D _IBSetDt.Enabled =3D _IBSetEt.ChangeIcon =3D nullt.UserAction =3D actiont.ChgState =3D _IBUIt.mObjId =3D oIdt.mBorderId=3D bIdt.mWidth =3D wt.mIsOn =3D t.mCurState =3D 0

}function _IBSetA(){

if( this.mIsOn ) {obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 )obj.style.posTop=3D0

}}function _IBSetI()

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{if( this.mIsOn ) {

obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 )obj.style.posTop=3D0

}}function _IBSetP(){

if( this.mIsOn ) {obj=3Dthis.ChgState( gShadowClr,gHiliteClr,2 )obj.style.posLeft+=3D1; obj.style.posTop+=3D1

}}function _IBSetD(){

obj=3Dthis.ChgState( gFaceClr,gFaceClr,0 )obj.style.posTop=3D0

}function _IBSetE( state ){

var t=3DthisGetObj( t.mBorderId ).style.visibility=3D"visible"if( state !=3D t.mIsOn ) {

t.mIsOn=3Dstateif( state )

t.SetInactive()else

t.SetDisabled()}

}function _IBP(){

var t=3Dthisif( t.mIsOn ) {

if( t.UserAction !=3D null )t.UserAction()

if( t.ChangeIcon ) {obj=3DGetObj(t.mObjId)if( t.ChangeIcon() )

obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-4)*t.mWidth

elseobj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-

0)*t.mWidth}t.SetActive()

}}function _IBUI( clr1,clr2,nextState ){

var t=3DthisSetBorder( GetObj( t.mBorderId ),clr1,clr2 )obj=3DGetObj( t.mObjId )obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-nextState)*t.mWidth-

obj=.style.posTop

t.mCurState=3DnextStatereturn obj

}function TxtBtn( oId,oeId,action,chkState ){

var t=3Dthist.Perform =3D _TBPt.SetActive =3D _TBSetA

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t.SetInactive=3D _TBSetIt.SetPressed =3D _TBSetPt.SetDisabled=3D _TBSetDt.SetEnabled =3D _TBSetEt.GetState =3D chkStatet.UserAction =3D actiont.ChgState =3D _TBUIt.mObjId =3D oIdt.m_elementsId=3D oeIdt.mIsOn =3D 1

}function _TBSetA(){

var t=3Dthisif( t.mIsOn && !t.GetState() )

t.ChgState( gHiliteClr,gShadowClr,0,0 )}function _TBSetI(){

var t=3Dthisif( t.mIsOn && !t.GetState() )

t.ChgState( gFaceClr,gFaceClr,0,0 )}function _TBSetP(){

if( this.mIsOn )this.ChgState( gShadowClr,gHiliteClr,1,1 )

}function _TBSetD(){

this.ChgState( gFaceClr,gFaceClr,0,0 )this.mIsOn =3D 0

}function _TBSetE(){

var t=3Dthisif( !t.GetState() )

t.ChgState( gFaceClr,gFaceClr,0,0 )else

t.ChgState( gShadowClr,gHiliteClr,1,1 )t.mIsOn =3D 1

}function _TBP(){

var t=3Dthisif( t.mIsOn ) {

if( t.UserAction !=3D null )t.UserAction()

if( !t.GetState ) return

if( t.GetState() )t.SetPressed()

elset.SetActive()

}}function _TBUI( clr1,clr2,lOffset,tOffset ){

SetBorder( GetObj( this.mObjId ),clr1,clr2 )Offset( GetObj( this.m_elementsId ),lOffset,tOffset )

}function Offset( obj, top, left ){ obj.style.top=3Dtop; obj.style.left=3Dle=ft }function SetBorder( obj, upperLeft, lowerRight )

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{s=3Dobj.style;s.borderStyle =3D "solid"s.borderWidth =3D 1s.borderLeftColor =3D s.borderTopColor =3D upperLefts.borderBottomColor=3D s.borderRightColor =3D lowerRight

}function GetBtnObj(){ return gBtnArr[window.event.srcElement.id] }function BtnOnOver(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetActive() }function BtnOnDown(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetPressed() }function BtnOnOut(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetInactive() }function BtnOnUp(){

b=3DGetBtnObj()if( b !=3D null )

b.Perform()else

Upd()}function GetNtsState(){ return parent.gNtsOpen }function GetOtlState(){ return parent.gOtlOpen }function GetOtlTxtState(){ return parent.gOtlTxtExp }function NtsBtnSetFlag( fVal ){

s=3Ddocument.all.item( this.m_flagId ).styles.display=3D"none"if( fVal )

s.display=3D""else

s.display=3D"none"}function _BSetA_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S=etActive() }function _BSetI_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S=etInactive() }var gHiliteClr=3D"THREEDHIGHLIGHT",gShadowClr=3D"THREEDSHADOW",gFaceClr=3D"=THREEDFACE"var gBtnArr =3D new Array()gBtnArr["nb_otl"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOtlPan=e,GetOtlState )gBtnArr["nb_otlElem"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOt=lPane,GetOtlState )gBtnArr["nb_nts"] =3D new TxtBtn( "nb_nts","nb_ntsElem",parent.ToggleNtsPan=e,GetNtsState )gBtnArr["nb_prev"]=3D new ImgBtn( "nb_prev","nb_prevBorder",30,parent.GoToP=revSld )gBtnArr["nb_next"]=3D new ImgBtn( "nb_next","nb_nextBorder",30,parent.GoToN=extSld )gBtnArr["nb_sldshw"]=3D new ImgBtn( "nb_sldshw","nb_sldshwBorder",18,parent=.FullScreen )gBtnArr["nb_sldshwBorder"] =3D new TxtBtn( "nb_sldshw","nb_sldshwBorder",pa=rent.FullScreen,null )gBtnArr["nb_sldshwBorder"].SetActive =3D _BSetA_Border;gBtnArr["nb_sldshwBorder"].SetInactive =3D _BSetI_Border;gBtnArr["nb_sldshwText"] =3D new TxtBtn( "nb_sldshw","nb_sldshwText",parent=.FullScreen,null )gBtnArr["nb_sldshwText"].SetActive =3D _BSetA_Border;gBtnArr["nb_sldshwText"].SetInactive =3D _BSetI_Border;gBtnArr["nb_voice"] =3D new ImgBtn( "nb_voice","nb_voiceBorder",18,parent.=ToggleVNarration )gBtnArr["nb_otlTxt"]=3D new ImgBtn( "nb_otlTxt","nb_otlTxtBorder",23,parent=.ToggleOtlText )gBtnArr["nb_nts"].m_flagId=3D "notes_flag"gBtnArr["nb_nts"].SetFlag =3D NtsBtnSetFlag

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gBtnArr["nb_otlTxt"].ChangeIcon=3D GetOtlTxtStatevar sNext=3D"Next",sPrev=3D"Previous",sEnd=3D"End Show",sFont=3D"Arial",sAr=row=3D"Arrow",sFreeform=3D"Freeform",sRect=3D"Rectangle",sOval=3D"Oval"function ShowMenu(){

BuildMenu();var doc=3DPPTSld.document.body,x=3DPPTSld.event.clientX+doc.scrollLeft,y=

=3DPPTSld.event.clientY+doc.scrollTopm =3D PPTSld.document.all.item("ctxtmenu")m.style.pixelLeft=3Dxif( (x+m.scrollWidth > doc.clientWidth)&&(x-m.scrollWidth > 0) )

m.style.pixelLeft=3Dx-m.scrollWidthm.style.pixelTop=3Dyif( (y+m.scrollHeight > doc.clientHeight)&&(y-m.scrollHeight > 0) )

m.style.pixelTop=3Dy-m.scrollHeightm.style.display=3D""

}function _CM(){

if( !parent.IsFullScrMode() ) return;if(!PPTSld.event.ctrlKey) {

ShowMenu()return false

} elseHideMenu()

}function BuildMenu(){

if( PPTSld.document.all.item("ctxtmenu") ) returnvar mObj=3DCreateItem( PPTSld.document.body )mObj.id=3D"ctxtmenu"mObj.style.visibility=3D"hidden"var s=3DmObj.styles.position=3D"absolute"s.cursor=3D"default"s.width=3D"120px"SetCMBorder(mObj,"menu","black")var iObj=3DCreateItem( mObj )SetCMBorder( iObj, "threedhighlight","threedshadow" )iObj.style.padding=3D2CreateMenuItem( iObj,sNext,M_GoNextSld,M_True )CreateMenuItem( iObj,sPrev,M_GoPrevSld,M_HasPrevSld )CreateSeparator( iObj )CreateMenuItem( iObj,sEnd,M_End,M_True )mObj.style.visibility=3D"visible"

}function Cancel() { window.event.cancelBubble=3Dtrue; window.event.returnVa=lue=3Dfalse }function Highlight() { ChangeClr("activecaption","threedhighlight") }function Deselect() { ChangeClr("threedface","menutext") }function Perform(){

e=3DPPTSld.event.srcElementif( e.type=3D=3D"menuitem" && e.IsActive() )

e.Action()else

PPTSld.event.cancelBubble=3Dtrue}function ChangeClr( bg,clr ){

e=3DPPTSld.event.srcElementif( e.type=3D=3D"menuitem" && e.IsActive() ) {

e.style.backgroundColor=3Dbge.style.color=3Dclr

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}}function M_HasPrevSld() { return( parent.HasPrevSld() ) }function M_GoNextSld() { if( gIsEndShow ) M_End(); else GoToNextSld() }function M_GoPrevSld() { if( gIsEndShow ) { history.back(); PPTSld.event.ca=ncelBubble=3Dtrue; } else GoToPrevSld() }function M_True() { return true }function M_End() { window.close( self ) }function CreateMenuItem( node,text,action,eval ){

var e=3DCreateItem( node )e.type=3D"menuitem"e.Action=3Dactione.IsActive=3Devale.innerHTML=3Dtextif( !e.IsActive() )

e.style.color=3D"threedshadow"e.onclick=3DPerforme.onmouseover=3DHighlighte.onmouseout=3DDeselects=3De.style;s.fontFamily=3DsFonts.fontSize=3D"9pt"s.paddingLeft=3D2

}function CreateSeparator( node ){

var sObj=3DCreateItem( node )SetCMBorder(sObj,"menu","menu")var s=3DsObj.styles.borderTopColor=3D"threedshadow"s.borderBottomColor=3D"threedhighlight"s.height=3D1s.fontSize=3D"0px"

}function CreateItem( node ){

var elem=3DPPTSld.document.createElement("DIV")node.insertBefore( elem )return elem

}function SetCMBorder( o,ltClr,rbClr ){

var s=3Do.styles.backgroundColor=3D"menu"s.borderStyle=3D"solid"s.borderWidth=3D1s.borderColor=3DltClr+" "+rbClr+" "+rbClr+" "+ltClr

}

------=_NextPart_01C50927.8AB046F0Content-Location: file:///C:/2687A099/lec9_files/fullscreen.htmContent-Transfer-Encoding: quoted-printableContent-Type: text/html; charset="us-ascii"

<html>

<head><meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii"><meta name=3DProgId content=3DPowerPoint.Slide><meta name=3DGenerator content=3D"Microsoft PowerPoint 10"><link id=3DMain-File rel=3DMain-File href=3D"../lec9.htm"><link rel=3DPreview href=3Dpreview.wmf><![if IE]>

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<div id=3DOtlObj style=3D'display:none;visibility:hidden;'>

<table width=3D"100%" style=3D'font-family:Arial;font-size:9pt'> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>1</font></div> </td> <td width=3D"100%"> <div id=3DPPTP1 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0105.htm');" id=3DPPTL1>Deletion</a></fo=nt></div> <div id=3DPPTC1 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Delete node x from a tree T</li> <li>We can distinguish three cases</li> <ul> <li>x has no children</li> <li>x has one child</li> <li>x has two children</li> </ul> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop>

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<div class=3DsldNum><font size=3D2>2</font></div> </td> <td> <div id=3DPPTP2 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0106.htm');" id=3DPPTL2>Deletion Case 1<=/a></font></div> <div id=3DPPTC2 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>If x has no children &#8211; just remove x</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>3</font></div> </td> <td> <div id=3DPPTP3 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0107.htm');" id=3DPPTL3>Deletion Case 2<=/a></font></div> <div id=3DPPTC3 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>If x has exactly one child, then to delete x, simply make p[x] point= to that child</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>4</font></div> </td> <td> <div id=3DPPTP4 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0108.htm');" id=3DPPTL4>Deletion Case 3<=/a></font></div> <div id=3DPPTC4 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>If x has two children, then to delete it we have to</li> <ul> <li>find its successor (or predecessor) y</li> <li>remove y (note that y has at most one child &#8211; why?)</li> <li>replace x with y</li> <br> <br> </ul> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>5</font></div> </td> <td> <div id=3DPPTP5 class=3DPTxt><font size=3D2><a

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href=3D"javascript:GoToSld('slide0109.htm');" id=3DPPTL5>Delete Pseudocod=e</a></font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>6</font></div> </td> <td> <div id=3DPPTP6 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0112.htm');" id=3DPPTL6>In order travers=al of a BST</a></font></div> <div id=3DPPTC6 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>ITW can be thought of as a projection of the BST nodes onto a one dimensional interval</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>7</font></div> </td> <td> <div id=3DPPTP7 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0110.htm');" id=3DPPTL7>BST Sorting</a><=/font></div> <div id=3DPPTC7 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Use TreeInsert and InorderTreeWalk to sort a list of n elements, A</=li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>8</font></div> </td> <td> <div id=3DPPTP8 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0111.htm');" id=3DPPTL8>BST Sorting (2)<=/a></font></div> <div id=3DPPTC8 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Sort the following numbers<br> 5 10 7 1 3 1 8</li> <li>Build a binary search tree</li> <br> <br> <br> <br> <br> <li>Call InorderTreeWalk</li> <br> <br>

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<li><span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp; </span>1 1 3 5 7 8 10</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>9</font></div> </td> <td> <div id=3DPPTP9 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0113.htm');" id=3DPPTL9>In what order sh=ould we insert?</a></font></div> <div id=3DPPTC9 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>We want to sort numbers {1,2,&#8230;,n}</li> <li>Total time taken to insert these numbers equals the sum of the level numbers of the nodes.</li> <li>Thus if numbers were inserted in ascending order we would get a tree= of height n-1 in which there is one node at each level.</li> <li>So total time for insertion in this case is 1+2+3+&#8230;+n-1 =3D O(=n<sup>2</sup>).</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>10</font></div> </td> <td> <div id=3DPPTP10 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0114.htm');" id=3DPPTL10>Inserting a ran=dom permutation</a></font></div> <div id=3DPPTC10 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Suppose we take a random permutation of the keys and inserted them in this order.</li> <li>The total time required for insertion is now a random variable.</li> <li>We want to compute the expected value of this r.v.</li> <li>Recall that the expected value of a r.v. is the average value it tak=es over a large number of trials.</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>11</font></div> </td> <td>

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<div id=3DPPTP11 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0115.htm');" id=3DPPTL11>Expected insert=ion time for a random permutation</a></font></div> <div id=3DPPTC11 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>We will compute the average time taken to insert keys in the order specified by the n! permutations.</li> <li>In other words, for each of the n! permutations we will compute the =time taken to insert keys in that order and then compute the average.</li> <li>Let T(n) denote this quantity.</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>12</font></div> </td> <td> <div id=3DPPTP12 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0116.htm');" id=3DPPTL12>Inserting a ran=dom permutation (2)</a></font></div> <div id=3DPPTC12 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Of the n! permutations, there are (n-1)! permutations in which the f=irst element is i.</li> <li>The tree formed in these instances has i as the root. The left subtr=ee has keys 1..(i-1) and the right subtree has keys (i+1)..n</li> <li>Consider the ordering of keys 1..(i-1) in the (n-1)! permutations. A=ll (i-1)! permutations appear and each occurs (n-1)!/(i-1)! times.</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>13</font></div> </td> <td> <div id=3DPPTP13 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0117.htm');" id=3DPPTL13>Inserting a ran=dom permuation(3)</a></font></div> <div id=3DPPTC13 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Recall that if we only had keys 1..(i-1) then average time taken to insert them is T(i-1).</li> <li>The average is taken over all permutations of 1..(i-1).</li> <li>hence total time to insert all (i-1)! permutations is (i-1)!T(i-1).<=/li> <br> <br> </ul> </font></div>

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</td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>14</font></div> </td> <td> <div id=3DPPTP14 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0118.htm');" id=3DPPTL14>Inserting a ran=dom permutation(4)</a></font></div> <div id=3DPPTC14 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>When inserting keys 1..(i-1) into the left subtree, each key has to =be compared with the root.</li> <li>This leads to an additional unit cost for each key.</li> <li>So total time to insert all (i-1)! permutations is (i-1)!(T(i-1)+(i-=1)).</li> <li>Since each permutation appears (n-1)!/(i-1)! times, total time to in=sert keys 1..(i-1) is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&=nbsp; </span>(n-1)!(T(i-1)+(i-1))</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>15</font></div> </td> <td> <div id=3DPPTP15 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0119.htm');" id=3DPPTL15>Inserting a ran=dom permutation(5)</a></font></div> <div id=3DPPTC15 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Time to insert keys 1..(i-1) is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>(n-1)!(T(i-1)+(i-1))</li> <li>Similarly, time to insert keys (i+1)..n is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span>(n-1)!(T(n-i)+(n-i))</li> <li>Total time to insert all n keys in permutations where the first key =is i is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp; </span>(=n-1)! (T(i-1)+T(n-i)+ n-1)</li> <li>Total time to insert all n keys in all n! permutations is<span style=3D'mso-spacerun:yes'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>(n-1)! <font face=3DSymbol>&aring;</font><font face=3DArial><=sub>i=3D1</sub><sup>n</sup> (T(i-1)+T(n-i)+ n-1).</font></li> </ul>

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</font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>16</font></div> </td> <td> <div id=3DPPTP16 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0120.htm');" id=3DPPTL16>Building the re=currence</a></font></div> <div id=3DPPTC16 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>We are expressing the value of function T() at point n in terms of t=he value of T() at points 0..n-1. This is called a recurrence relation.=</li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>17</font></div> </td> <td> <div id=3DPPTP17 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0121.htm');" id=3DPPTL17>Solving the rec=urrence</a></font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>18</font></div> </td> <td> <div id=3DPPTP18 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0122.htm');" id=3DPPTL18>Solving the recurrence(2)</a></font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>19</font></div> </td> <td> <div id=3DPPTP19 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0123.htm');" id=3DPPTL19>Summing the har=monic series</a></font></div> <div id=3DPPTC19 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>What is the sum &frac12;+ 1/3 + &frac14;+&#8230;1/n?</li> </ul> </font></div> </td>

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</tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>20</font></div> </td> <td> <div id=3DPPTP20 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0124.htm');" id=3DPPTL20>The expected ti=me for insertion</a></font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>21</font></div> </td> <td> <div id=3DPPTP21 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0125.htm');" id=3DPPTL21>Minimum time to= insert n keys</a></font></div> <div id=3DPPTC21 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>The time required to insert n keys is minimum when the resulting tree has the smallest possible height.</li> <li>A binary tree on n nodes has height at least log<sub>2</sub> n</li> <li>To insert the n/2 nodes at level log<sub>2</sub> n we require at lea=st (n/2)log<sub>2</sub> n time.</li> <li>Hence inserting n keys requires <font face=3DSymbol>W</font><font face=3DArial>(nlog<sub>2</sub> n) time.</font></li> </ul> </font></div> </td> </tr> <tr onmouseover=3D"Over(this)" onmouseout=3D"Out(this)" onclick=3D"Follow(=this)" style=3D'cursor:hand'> <td align=3Dright valign=3Dtop> <div class=3DsldNum><font size=3D2>22</font></div> </td> <td> <div id=3DPPTP22 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0126.htm');" id=3DPPTL22>Summary of Runn=ing times</a></font></div> <div id=3DPPTC22 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>To insert n keys into a binary search tree which is initially empty requires</li> <li>O(n<sup>2</sup>) time in the worst case.</li> <li>O(nlog n) time in the best case.</li> <li>O(nlog n) time in the average case; the average is taken over the n! different orders in which the n keys could be inserted.</li> </ul> </font></div> </td> </tr></table>

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zy1dAzvuzFxb+ZzV/7mla17t1+QsNOXLf/mjNdtmfkpCr7/Rul7fun7Z+vu43wlYZKs7rdV8mrF+HeMyU3eZuf539Hoee93FtrrWtUQLTbt5q+6itB5vdq67xFbXuo6p3aq7ybqqNZ2dlt/oXHeprW5ra3q6aafNnOlcuEp8ej7nXHeZra51rdY6q+7mwnWshcdOdZfb6lpXh3VadbcUrrQ/fA2sve7ZtrpXp/VpaalV9wqTfU03j1c5110xrq65ls26dvfKwq+z9Fj9SDtkmOdYF+GVX22nbHTr/MIvK2zbUOFqu3Pte7S5Rm+GueI155jhnGcrb10JWKV857jyY69atZfvqlC+eMWlvfxKe4SxXaFpL3++x/KrPJa/wGP51R7LX+ix/BqP5dd6LN/tcX4vcirfXnn9rPO43i6usJ67KlzxvX5c+bFXm9rLX2IrX7hCPZM+b/SKdHv53LjyJhpkSlew28v32N+RTaTpzOhTWKdj+Q228mlzbemaTOnq/nGfOOwZQmvPtLzezJZuyzuW32jPQFrT0/KbM+nFo1ed2q+ausyUL7tqqqM122GuUGtL69768ZZ0yl5nk63O9NZsu6kz3fyiRHurY53LbXXmmGuFVGe++d2QpYU6485XNnXcnK/sstwVFcqZX7Y80/qvmTzA+hlM868Tj/zgETcecYwe/8P8x0OOSFlskrfLkVSqQ3cdetyhxx163K3H3XrcrcfderxDj3fo8Q493qHHe/R4jx7v0eM9enxQjw/q8UE9PqjHh/T4kB4f0uNDI1YTqRE9Hrnd/EBnoTm136H2O/THDj3RofY71H6H2u9Q+x1qv0Ptd6j9DrXfofY71H6H2u9Q+x1qv0Ptd6j9DrXfofY71H6H2u9Q+x1qv0Ptd6h9s0kdar9D7XeofWvz1H632u9W+91qv1vtd6v9bhXuVoFutd+t9rvVfrfa71b73Wq/W+13q/1utd+t9rvVfrfa71b73Wq/W+13q/1utd+t9rvVvhnCbrXfrfa71b41nGp/h9rfofZ3qP0dan+H2t+h9neo/R1qf4fa36HKO1Rhh9rfofZ3qP0dan+H2t+h9neo/R1qf4fa36H2d6j9HWp/h9rfofZ3qH0zZTvU/g61v0PtW9On9veo/T1qf4/a36P296j9PWp/j9rfo/b3qP09an+P2t+j9veo/T16sT16gT1qf4/a36P296j9PWp/j9rfo/b3qP09an+P2t+j9s0S2aP296j9PWrfWi5q/6DaP6j2D6r9g2r/oNo/qPYPqv2Dav+g2j+o9g+q/YNq/6DaP6j2D6r9g2r/oNo/qBc/qBc8qPYPqv2Dav+g2j+o9g+q/YNq3yzJg2r/oNo/qPat5an2D6n9Q2r/kNo/pPYPqf1Dav+Q2j+k9g+p/UNq/5DaP6T2D6n9Q2r/kNo/pPYPqf1Dav+Q2j+k9g+p/UNq7JAaOKT2D6n9Q2rf7AKH1P4htX9I7Vu7g9ofUfvm0YjaH1H7I2p/RO2PqP0RtT+i9kfU/ojaH1H7I2p/RO2PqP0RtT+i9kfU/ojaH1H7I2p/RO2PqP0RtT+i9kfUuPmv6oyo/RG1P6IH5rdyFx1Z+O8ILbYeHXfEUdav4q6anE59UY/vPOImK0oU72dK8687jzC/snuGFT/uvvW41CdPSlkWCfmHgAEguRBfACAoiC8AEBTJjy+pFB8GATzg4y6TwF0uNZbh24aH9w8Xbok1AI6M2WWK+4tubXuT55cNoq9hUQooB/YfmPCWKAMwEvBek5wdzBZ3Xd4SZaBpGZ+t+L7XJGHXKmytm+hbJSqHvREADcV9zlLPXhP7/cp2hKXmW0IMNA8N22vivVPVH4PJYqDZaOReE+M9yq8YTBYDzUOD95oY7051HnMhi4Fmw9/MpXSbwPhS23FvN7fEF0gqjd9r4rovBRSJJ4zHADEloHy/etYfyx0piM+QHIWBZFN9r9l+7fZcLjd50uTSqbqZTKZnS77OvSaWO1KVSNzf369BmTJ1SmmYNGQaKT1T+If+Orh3kKMw0Gy4yV8UYko7zuC+ofqz/ljuRRPmL729vaVh0r9LEboUcfRvjsJA8+DyyIvefUs7ji9Zf/z2IjdHXpTFlIZJ/y49n8v1OD5P/gLJxuXxyjHxpfi8m3y/0l4Tv73ITWTt23k4vujfjs93dXWRv0CTUE/+og9NNX+LFL+9qJ78pfz5TCZD/gJNQj35SzqdJn9xlb+UH76qfmyc+AJJoub8pfAM+cvE+cvALQOlr99aWlqGhobJX6BJqCF/UYJf2l/IXyrmL11dXRq17NJsadTMl0ecxQvNRG35i96Ss8uy5C/V8pf8lnxvb6+iTOGhAs3uXbtriMQA8aWe4y9Tpk4hf5n4+Etv3+hJMcr6BnYNkL9A81Dz8Rfdlr5p3W19UZ3w/GXExZmIlb4/Mv8ZzeKHJvIXaB7qyV9K57/UsNfEci9KTXT+bqXvjzKZTOkoDPkLNA/15C+F28F9Q0r8q9R13GViuRfVnL+UjofncjmvV1IAxJoJ95pK+YtuFVw6l3VWf4XkxJeRieKxY/5SOvlFUab6J0niCySP6ln/wK6B3t7e8uunFWsK/9fHovIvqpOfv4xU/jypz4oKKKXjLKni99OlZ7JLsxNeT1EoGfYmAvhDaT1XOQozcMuAMn3tO9VvvR6vjPFe5BhNdw8O9lkDMf52wu+MbEdeiDIQd2xr2OVRmBpukxlf3Hwn7+nW4QA4UQbiifMHlobsNYebC3IDA8f3eFwxDBNlID5UX67+7jXV94vY7zM+xuMJIwhRBiKOmyVa5SiMj5nLaFv+bVpo+BKP3QcOogxEEE/LcvTLoCAzl9GG6tuoqFBPFlNbvCDKQESoeSnWude4aqKGbkWTCb+fd8xZ6owRRBkIEb8WcHB7TdL2jVSR6sdZ/I0LhBhoML4v4ID2msTuGKnKBNdcEK8MUE6gK833vYZdwk+IMhAccVxdMetuLIjjOoAoE98VFctOx4L4rgmIDnFfRTHueiyI+/qAsEjGyon9BsSCZKwVaAxJWi0J2YxYkKR1A0GQvBWSqI2JBclbQ1A/SV0VCdykWJDU9QReSfZKSOyGxYJkry2oTjPMfsI3LxY0wzqDcppnxptiI2NB86y5ZqbZZrmJNjUWNNv6ax6ac2abboNjQXOuxaTSzLPZpJsdC5p5XSYDZrCpNz4WsEbjCLNWgCGIB6zXuMBMlcNAxAnWbpRhdsbDcMQP1nHUYEYqwaDEFdZ0FGAWqsPQxBvWd1gw8m5ggJIAa72RMNruYZiSA+s+aBhhrzBYSYN9IAgY1dpgyJIJ+4NfMJL1wMAlGfaNemD06ofhSz7sJ15hxPyCQWwW2GfcwCj5C0PZXLD/VIKRCQIGtBlhXyqH0QgOhrV5Yb9iBIKGwW12mnMfa86tbjwMMRiaZ39rni2NAgw0HCbZ+16yty6aMNxgJ3n7YfK2KC4w6OBMEPtkyh2+t+jjC4InGHqohl/7Z+F1hm8bHt4/POGtL40SWaIAEwATU+e+qroH9h9Q4PB0W3OjRJbowDSAW2rYb0fTFhc5S5VcJtAeQqAwGeAN9/tw4QNRDZmL7dZNc0SWaMKUQC1MuD+7P9pSZxZDZIkyTAzUTqV926/MZcIshsgScZgeqJfxUabOYy6Ot+ObILhEH2YI/KG0w9f2bZHLb5RGiCyxgnkCP6l+nkvfzv6eLfkpU6eUTqWbPGlyJpNpaWnRbS6X6+vv95TFQMRhtsBP3Bx56evrK8UX/bvwvEKPYo2eUaAZ3DdUz3dJEB2YLfATN0deFEoOx5ed/aXne3t7S0mNQgz5SwJgtsBP3OQv/f2H40u/9YGo9Fd9UCo8ryym+lEYiAVMFfiGy3NeKuUvuu3Zki/9affewfrP6IVwYarAN1x+c1Qlfyl9RBKKNeQvcYepAt+oP3/pKws92WVZ8pe4w1SBb9Sfv5SHnkwmQ/4Sd5gq8A1/85fCIV7yl1jDVIFv1J+/bL92O8dfkgRTBb7h7/dHA7sGyF/iDlMFvlF//lI6/yWdTnP+SwJgqsA36sxfys/fHbhlwJdftINwYarAT1K1nr+rgFK4/qgQXCa8ihpiAVMFfpKqev3R7sHBvv7+0ocg0dXV1bMln12a1b+nTJ2if1e68miY649iCLMFflI9fxncO6gPRGL87YRZD9dPxxFmC3zG5VGYGm4JLrGDCQOfcfktUs2/XwcxggkD/6l+FKa2W4JLHGHOIBB8z2KIL3GEOYNA8PcoDMElpjBtEBSFb6DJXJoZZg6CpZ5jMYUIFfYWQO0weRA4hTDhNWchsiQAphAaROmcXXKW5oGJhEaTqkrYvQM/YToBICiILwAQFMQXAAgK4gsABAXxBQCCgvgCAEFBfAGAoCC+AEBQEF8AICiILwAQFMQXAAgK4gsABAXxBQCCgvgCAEFBfAGAoCC+AEBQEF8gZPhNqQTD1ELIEF8SDFMLYcLPYiYb5hXChPiSbJhXCBPiS7JhXiFMiC/JhnmFMOG/TJJsmFQIDf7LR4mHSYXQIL4kHiYVQoP4kniYVAgN/uOwiYcZhXDgPz7dDDCjEA7El2aAGYVwIL40A8wohINjfCHEJAymE0KgUnAhviQMphNCgPjSJDCdEALElyaB6YQQIL40CUwnNJoqwYUQkzCYS2g0xJfmgbmERkN8aR6YS2g0xJfmgbmEhjJhcCHEJAkmEhoK8aWpYCKhoRBfmgomEhoK8aWpYCKhcbgMLoSYxMAsQuMgvjQbzCI0DuJLs8EsQmgQUBIPkwqhQXxJPEwqhAbxJfEwqRAaxJfEw6RCaBBfEg+TCqFBfEk8TCqEBvEl8TCpEBrEl8TDpEJoEF8SD5MKoUF8

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0D+gf0L/gv4N/Qf6L/Q/6HaoAhXOwPiHToZOgU6FToPuAJ0OnQGdCZ0F3RG6E3Rn6GxoGjQdOge6C3RX6FzobtB50PnQBdDdoQuhe0D3hO4FXQTNgIpQG9QOdUCd0ExoFjQbmgPNheZB86EF0EJoEdQFdUOLoSXQUmgZtBxaAa2EVkGroYuhNdBa6BJoHdQD9ULroUuhDdBGaBO0GdoCbYX6oMugbdB26HLo9vQPFDJF7IdPFXvByb3kyZN7w+3L0N8vwjjDRHpS4Ux0kr0vOQX/+spNIsW0gojUpmEnXd58+c6+9dfMLhaLW5fgR7G9WDx38q8XOX/duF78uriqWKW3WCx39F8n/um/ri3kde0hr+sIeV1nyOtmNrjuvMnr2iavmzX5d/e6qzqKHeUNXeJdwX/tbN+1uzp6O8srg6+d47t2Z0dxZnlp8LVzfdf2dxRnlecHXzvPd22po3dWeXbwtfN9117RUZxd7gi+doHv2ss7emeXy4sCr13ou3Z7R3FOeV/wtYt8127r6J1T3hN8bZfEtd2+ay/rKM4t7wq+drHEtUvqru2eWy4FX7vUd21fR2/Da5dJXLtc4toVEteu9F27taM4r7wt+NpVEteulrj2Yolr10jYtlbi2kskrl0ncW2PxLW9vmub9cn1Ta69YPLaWZPXXip+2+/1b2+xjIlr40D5GvGre0xev2Dy+g3OhW216zeL6zEQLx0oFYtz+st9HUGpNvpSbRSp0Fy9Az1tItWWwFSbfKkuFak2iFRlJ9WmwFSbfal6RSpUbt1AqV2k2hCYaosv1TqRal+xuHagp0OkWh+Yaqsv1VrHe23Fiwe6OkWqnsBUfb5UF4tUK9uKKwa6ZopUlwSmusyXapXjjbbisoGyk2pNYKptvlQrRKpdbcXugfIskWp1YKrtvlTLHLvai/MGuuaIVCsDU13uS7XEqWF7sW2gNFekWh6Y6gpfqm6RaptI1TVPpFrqpPL325L4paffLhKpemYW2wd6dgdd3++7foHTK8T15V1B1+/wXT9PXF928t8VZMVOnxVzxPXzO4QVC4QV8wNt3+VLNUukWipSlZxUcwNT7fal6hSp1jhlLRSpZgemutKXqt1pHacsJ9XMwFRX+VIVndZxylokUnUEptrjS3Vdu+h1TllOqrbANt3r8/mASFWaLdqoFHT91b7rrxHXl8X1PYHXX+O7fq+4Hh0a+V8RZMU+nxVXieuXdgoruoUVV7cHpRrwpdotUq0RqboWi1R7AlNd60u1U6Ta4JTlpLoyMNV1vlT9ItU2p6wlItWuwFRlX6ornNZxynJS7WgP8p6TwOO97U7rzBXe2xZ0fZvv+suc1hHX9wRe3+67fqvTOvNE/pcFWdHRdqIVm53WmSmsWOasRIG2d/pSbXRaR6TqWu6sRIGpZvpSbWjvRus4ZTmpNgWmmuVLtV6UtcUpa4WzEgWmmu1L1dNenalQlpNqfWCqOb5Ul4hUe5yyVjorUWCbzvX5fI1ItW++aKMtQdfP812/Wlw/f4EoJfD6+b7rV4rrVy5A/qXNQVYs8Fmx3Ll+FvIvrxJWrAq0faEv1VKRqkek6lktUq0ITLXIl2qx0zpOWU6qZYGpunypupzWccq6WKRaEpiq25dqodM6TllOqu7A1lns8958J9VC4T0nDLto8vrF7l5EXN/tiXza+tvK89tFa+51+ltRvHd2sAV/2qW+tGvb+jtEnIC0VzsxCXaZ5X3OLrlQnEy7wt2riGS9nnimrb9TRCZIe0mxE7NQm/BsW3Gp6ItODiemX+5Lv6qtH3tfkb7spL+yrRofrRQjICD9Cl/6lW3ds0QUhvLXifR7RHp0xdUDPYHpV/rSr2jrnyViP5TvpL9apMekuUaM24D0q3zpl7d1zxYrFsrvEen3ifRY6i8ZKC8PSr/al35ZW/9sEeeifCf9tY7/MBOI2QbMmEy/zN0jiaSrPP2/rXtOeaWTvlycI15LbcXOnWXHz3Wp1wSl7ppMvUq8dnlS33My9SJ3HyV+O8cT87Vh/4vk84rVfcQGMa8GjIhLfCNiSVv/nHLPHDGO1he7d5adPlWXap1/zIrS1kymWrazvDQwVU+kVL11qbA7W9kq1Xpfqu62/slUXeuLa3eWnTFavHAy1Vx3FyZ+u7d4Yip4cX4Rr/Oro86fZkOENBtDpKnbhYWyqG4XFinVlkiptkZK1Rcp1WWR2nebz++LJ0fJwiJeu4LbanuENJeHSFO3/2o4EkvriwsajcRSpFT9/pVazDUbRKry+qk5xp9qhy8V8p5KVdxZXhGYamddKsyqW5yWurQ4sGMyld+Du3wedOZyeHB5Ea89VQ/6Z9Ddvhl0WVu3M/etFTMo1lTMGFjHd5SddabYOZl6nbsvc0o8wSfOicpqcaKC2b/c0dspXjuKWNXmF6sxJ5g1mc96d6fmZNHuaZFu54xluThjQfo5ImZ1Zj203bId2Mvi/cqqRf689vjyWizywgq0eKCrXeQ1W+RVnQvxfkd5jshraXBee315dYu8sBouHCg7ec0SeS112qWjuBs7ZZFXV3BeV/vy6nJ8JTxccnw0U+TV5fQM5/0Skdf84Lyu8eW1SOS1tK2WtlPkNd+p10zxfqnIa3ZwXvt8eS0Uea1sq6XtEHnNdvzlvF8m8uoI7k0Dvt60wPGXOA8RvUm0f9d8kUdX4Gp+rS/1fJF632TqOU7vcVJXo19/FHidLwqcJ1J3dFRTI1W/qPeezkAflH0+mOv0GccHs5x+LN7vmS184LxfJfLaFZxXNZupvOaItNvaammvc3wi8io571eLvErBebX58pot0pbaammvdd6LvMrO+4tFXtuC82r35TXLqUdbLe2AU0+RV9ds8X6NyGtLcF4dvrxmOv5pq6Xd5/jP8Zfzfq3Ia0M1L3+7dbaf2G6dTr2cdhtw6iXS9gSnnelL2+H0GJG2x0l7nUi7JjjtLF/adqe/iJMExM9IW3TGQbD9s332tzmzpnPuN6catYu0jv3O+15njgnOa44vL6fc+e21tFc5Y9vpL8779c4cE5zXXF9eZefa9lraK505x+kvzvtLnTkmOK95vrwcXy5tr6Xd7dTT6S9zxfsNzhwTnNd8X17XOvN3ey3tLsd/jr+c9xuL1bYIymuBLy+nf6xpr6Xd6bTj7OrJLd5vEn8vdwT2gYW+PrBPXLtP9AHsOp2ZptqfgtIu8qW9ZnJehH/2iLTOWrEnOG2XL+3Vk3M9ynXSLpkcA0H2d/vs3+uMecf+eSLtFU5asT8vOe/7nPklOK/Fvrz2ONe219Je7swvzl7feX+ZU1ZwXkt8eV1VrM39Ttrtzvwyq7YGbHPml+C8lvryutKZu9un0jrzi3Ny4bzf7swvwXkt8+W1u+iuKtW0l4m8NsyqrS6XO/NNcLst97XbLicvp912i7TrnLglOO0KX9qdTn9xfLvLmSOcOSM47Upf2h1Of3Hsd9Je6swRwfav8tnvrIPO6X7PApF2s5N2VvXcHu+dvLuC81rty6s0ea2bdpMzvzg2Oe93TpYVlNfFvryuKHZP3j+opt3Y5trYtdCZI5z5JTivNb68nDZc2VFLu8GZXxx/Oe+dPtARnNdaX15O33LuUFTTOr522q3kvHf6Zrk9MK9LfHltm+xbbtr1Iq+yM2c476+a7JtBfWCdrw84Y9GZ58olJ75pq44RkXbOZNrN7imCk9YTXxf720Uci3qsFWkXYuks75pTXCDiWHcO3YP4TcSTwJ9fry+/rmJ3pzj1gb+dU6+5zvs5tZh7dy0Gry7k3ZP5XeWePDhZddTyw55vpjgFgm2LRHpnbnX2A6Vu8R7rbYO/Vyd6f/6X+vJfUOyfKfYpqG+XE684fQ/B50CXk38Z4VHw33sC89/gy39eUTypItL3dNViGOx/Lh4od1XjkkZ/rw48fz/a6OtHc8WObk9HNf3uHdU4B+/XDpSc/K4tVk/xgvrkJn98WuydymvvjrKzNmPtWTdZt2vF36u3Yuv65GZfn5xTFPvU2cXega51Ynd7tdi3Nki7xZd2dhH7aYSL60Va7Kf3iP31luC0W31pZxV7nbSXDpQuKc4RafF+Q7D9ff44uIjd/7bJ+3vY/e+bXOM2iPdO3+pvmNdl/jgYTVPLq3tntV9ijdtYywt/7wnOa1tdXt1zRVq0yyJxZufmtUm8Fye74u8N8treLK9VO8tXT66Xm0Pkdbkvr85ib4u88Pc1wXldUZdX/9zqfdzgvPaKv68J7gMl/75BXIsYcouY09buLO9oa5y2P0baHRJp/fbvbGh/1yKR1rV/i3jvs9+f164E89qdYF5XJpjXVQn2lz117YZ+ir3QZtFuyGtXW2/DtHt9aZ3x5KTF1naZSDs1fvxpr26QdpNYK31p6855Epxf9iU47w3U5YX5ttRRXY/nTOV16eT6vK/YeD6+1n/GIdYBNy+sAwOT+5f1tbym1gV/XtfVrW1Yf5yzBKzjA1NrW8/kuj5QnFqf6s6Emq25gevk1Jrr7wNOaOA9myr2zxLnSWsHunrE6eq1bcWGadt8aeeLs1QEDxcPlHqKW3eIs6lZ5T3Badt9aZ24Z/YccTeyt7h2R7mtHe/3BdtfDY8954LofuKswHmCpHtH2TkvwX5/2WRM1t6Gv5eD8+r05dUt7sgunXyupLij7Jz5dHUWu8V7cX7ZVuwsVx8mqMtrpi+vpQhExfkQ+svi4tb+snNGtqazOE+873Tet08eX9flNcuX18rJszjktUSkdc4vPe/nT54LBuU1O0Ze/ie654i8Qjz5PTfkdfMaXFd3TpOgPxYkmNfCBPNalGBeXQnm1Z1g/1kcsl8sCXnd0pD9Z1mC/lieYF4rEsxrZYJ5rUqwzVeHbMuL

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