Lec10

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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 rel=3DFile-List href=3D"lec9.5_files/filelist.xml"><link rel=3DPreview href=3D"lec9.5_files/preview.wmf"><link rel=3DEdit-Time-Data href=3D"lec9.5_files/editdata.mso"><link rel=3DOLE-Object-Data href=3D"lec9.5_files/oledata.mso"><title>Searching</title><link rel=3DPresentation-XML href=3D"lec9.5_files/pres.xml"><meta name=3DDescription content=3D"2/5/2005: Quick Sort"><meta http-equiv=3Dexpires content=3D0><![if !ppt]><script></script><![endif]></head>

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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"../lec9.5.htm"><link rel=3DPreview href=3Dpreview.wmf><![if IE]><base href=3D"file:///C:\1E8269F5\lec9.5_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_s132099" class=3DO style=3D'text-align:right;mso-cha=r-wrap:1;mso-kinsoku-overflow:1'><span style=3D'font-family:"Arial Black";font-siz=e:50%;mso-field-code:meta16'>‹#›</span><span style=3D'font-family=:"Arial Black";font-size:50%;mso-special-format:lastCR'> </span></div>

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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'>= </span></div>

<div v:shape=3D"_x0000_s132103" class=3DO style=3D'mso-char-wrap:1;mso-kins=oku-overflow:1'><span style=3D'font-family:Arial;font-size:75%;color:#666699;mso-color-i=ndex:6;mso-special-format:lastCR'> </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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<div v:shape=3D"_x0000_s132112" class=3DO style=3D'mso-char-wrap:1;mso-kins=oku-overflow:1'><span lang=3DEN-US style=3D'font-family:Arial;font-size:50%;mso-field-co=de:meta0'>‹date/time›</span><spanstyle=3D'font-family:Arial;font-size:50%;mso-special-format:lastCR'> </=span></div>

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<div v:shape=3D"_x0000_s148482" class=3DT style=3D'position:absolute;top:8=.25%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Quick Sort</span></div> <div v:shape=3D"_x0000_s148483"> <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'>¨</span><span lang=3DDA>Characteristics </span></span></div> <div class=3DB1><span style=3D'position:absolute;top:38.25%;left:14.04%; width:91.38%;height:6.0%'><span class=3DB1B style=3D'position:absolute;lef=t:-3.27%; top:.3em'>¨</span><span lang=3DDA>sorts almost in "place," i=.e., does not require </span></span><span style=3D'position:absolute;top:44.5%; left:14.04%;width:79.96%;height:6.0%'><span lang=3DDA>an additional array&=#13;</span></span></div> <div class=3DB1><span style=3D'position:absolute;top:52.0%;left:14.04%;wid=th:92.88%; height:6.0%'><span class=3DB1B style=3D'position:absolute;left:-3.22%;top:=.3em'>¨</span><span lang=3DDA>very practical, average sort performance O(</span><span lang=3DD=A><i>n </i></span></span><span style=3D'position:absolute;top:58.25%;left:14.04%;width:92.69%;height:6.0%='><span lang=3DDA>log </span><span lang=3DDA><i>n</i></span><span lang=3DDA>) (wit=h small constant factors), but worst </span></span><span style=3D'position:absolut=e; top:64.5%;left:14.04%;width:79.96%;height:6.0%'><span lang=3DDA>case O(</s=pan><span lang=3DDA><i>n</i></span><span lang=3DDA style=3D'font-size:67%;position:r=elative; top:-.45em;mso-text-raise:30%'>2</span><span lang=3DDA>)</span></span></di=v> </div></p:slide></div>

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left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Partitioning</span></d=iv> <div v:shape=3D"_x0000_s150531" class=3DB style=3D'position:absolute;top:2=2.25%; 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'po=sition: absolute;left:-4.43%;top:.3em'>¨</span><span lang=3DDA>Linear time partitioning procedure</span></span></div> <div v:shape=3D"_x0000_s150532" 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:35.25%;left:5.24%; width:26.77%;height:4.5%'><nobr><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:83%'><b>Partition</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%'>(A,p,r) </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:39.25%;left:5.24%; width:14.98%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>01</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'>x</span><span style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>¬</span><span style=3D'font-family:"Courier New";mso-as=cii-font-family: "Courier New";mso-bidi-font-family:"Courier New";font-size:75%'>A[r] <=/span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:43.25%;left:5.24%; width:13.48%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>02</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'>i</span><span style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>¬</span><span style=3D'font-family:"Courier New";mso-as=cii-font-family: "Courier New";mso-bidi-font-family:"Courier New";font-size:75%'>p-1 </=span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:47.25%;left:5.24%; width:13.48%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>03</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'>j</span><span style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>¬</span><span style=3D'font-family:"Courier New";mso-as=cii-font-family: "Courier New";mso-bidi-font-family:"Courier New";font-size:75%'>r+1 </=span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:51.5%;left:5.24%;

width:20.03%;height:4.25%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>04</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>while</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> TRUE </span></nobr>=</div> <div style=3D'text-align:justify;position:absolute;top:55.25%;left:5.24%; width:28.46%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>05</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>   </span></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>repeat</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> j</span><span style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>¬</span><span style=3D'font-family:"Courier New";mso-as=cii-font-family: "Courier New";mso-bidi-font-family:"Courier New";font-size:75%'>j-1 </=span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:59.25%;left:5.24%; width:32.39%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>06</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>      </span></sp=an><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>until</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> A[j]</span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";font-size:75%'> £</span><span style=3D'font-family:"Co=urier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>x </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:63.25%;left:5.24%; width:28.46%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>07</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>   </span></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>repeat</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New";

mso-bidi-font-family:"Courier New";font-size:75%'> i</span><span style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>¬</span><span style=3D'font-family:"Courier New";mso-as=cii-font-family: "Courier New";mso-bidi-font-family:"Courier New";font-size:75%'>i+1 </=span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:67.25%;left:5.24%; width:32.39%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>08</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>      </span></sp=an><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>until</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> A[i]</span><span style=3D'font-family:Symbol;mso-ascii-font-family:Symbol;mso-bidi-font-fam=ily: "Courier New";font-size:75%'> ³</span><span style=3D'font-family:"Cou=rier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>x </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:71.5%;left:5.24%; width:18.53%;height:4.25%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>09</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>   </span></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>if</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> i<j </span></nob=r></div> <div style=3D'text-align:justify;position:absolute;top:75.25%;left:5.24%; width:49.43%;height:4.5%'><nobr><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>10</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>      </span></sp=an><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>then</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> exchange A[i]</span><sp=an style=3D'mso-ascii-font-family:Symbol;mso-bidi-font-family:"Courier New"; font-size:75%'>«</span><span style=3D'font-family:"Courier New"; mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>A[j] </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:79.5%;left:5.24%; width:33.33%;height:4.25%'><nobr><span style=3D'font-family:"Courier New";

mso-ascii-font-family:"Courier New";mso-bidi-font-family:"Courier New"; font-size:75%'>11</span><span style=3D'mso-ascii-font-family:"Times New Ro=man"; mso-bidi-font-family:"Times New Roman";font-size:75%'>   </span>=<span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><span style=3D'mso-spacerun:yes'>      </span></sp=an><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>else</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> </span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'><b>return</b></span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New";font-size:75%'> j</span><span style=3D'font-family:"Times New Roman";font-size:75%;mso-special-format:la=stCR; display:none'> </span></nobr></div> </div> <v:group id=3D"_x0000_s150533" style=3D'position:absolute;left:372pt;top:2=09.125pt; width:312.875pt;height:31.125pt' coordorigin=3D"2704,2116" coordsize=3D"2=503,249" o:tableproperties=3D"1" o:tablelimits=3D"24.25pt"> <o:lock v:ext=3D"edit" rotation=3D"t"/> <v:rect id=3D"_x0000_s150534" style=3D'position:absolute;left:4894;top:21=16; width:313;height:249' fillcolor=3D"white [0]" stroked=3D"f" strokecolor==3D"black [1]" strokeweight=3D"1pt"> <v:fill alignshape=3D"f" o:detectmouseclick=3D"t"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarrow=width=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/> </v:rect><v:rect id=3D"_x0000_s150535" style=3D'position:absolute;left:45=81; top:2116;width:313;height:249' fillcolor=3D"white [0]" stroked=3D"f" strokecolor=3D"black [1]" strokeweight=3D"1pt"> <v:fill alignshape=3D"f" o:detectmouseclick=3D"t"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarrow=width=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/> </v:rect><v:rect id=3D"_x0000_s150536" style=3D'position:absolute;left:42=68; top:2116;width:313;height:249' fillcolor=3D"white [0]" stroked=3D"f" strokecolor=3D"black [1]" strokeweight=3D"1pt"> <v:fill alignshape=3D"f" o:detectmouseclick=3D"t"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarrow=width=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/> </v:rect><v:rect id=3D"_x0000_s150537" style=3D'position:absolute;left:39=55; top:2116;width:313;height:249' fillcolor=3D"white [0]" stroked=3D"f" strokecolor=3D"black [1]" strokeweight=3D"1pt"> <v:fill alignshape=3D"f" o:detectmouseclick=3D"t"/> <v:stroke startarrowwidth=3D"narrow" startarrowlength=3D"short" endarrow=width=3D"narrow" endarrowlength=3D"short"/> <v:shadow color=3D"#00007d [2]"/>

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:6.75%'><span style=3D'position:absolute;top:0%;left:3.37%;width:96.62%;height:100.0%'><=span class=3DBB style=3D'position:absolute;left:-3.49%;top:.3em'>¨</span><s=pan lang=3DDA>One side of the parition has only one element</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> <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_s154628" type=3D"#_x0000_t75" style=3D='position:absolute; left:1in;top:228pt;width:287.875pt;height:252.625pt'> <v:imagedata src=3D"slide0062_image013.wmz" o:title=3D""/> </v:shape><o:OLEObject Type=3D"Embed" ProgID=3D"Equation.DSMT4" ShapeID=3D"_x0000_s154628" DrawAspect=3D"Content" ObjectID=3D"3"> <p:oleclientdata subtype=3D"equation" menuname=3D"Equation" clipboardname=3D"MathType 4.0 Equation"/></o:OLEObject> <![if !vml]><img border=3D0 v:shapes=3D"_x0000_s154628" src=3D"slide0062_image014.gif" style=3D'position:absolute;top:42.25%;left:=9.92%; width:40.07%;height:46.75%'><![endif]></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'>10=</span><span style=3D'font-family:"Arial Black";font-size:50%;mso-special-format:lastCR; display:none'> </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_s157698" 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><p:shaperange href=3D"master12.xml#_x0000_m132111"/><v:shape id=3D"_x0000_s157699" type==3D"#_x0000_m132111" style=3D'position:absolute;left:30pt;top:96pt;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> <div v:shape=3D"_x0000_s157698" class=3DT style=3D'position:absolute;top:8=.25%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Analysis of Quicksort<=/span></div> <div v:shape=3D"_x0000_s157699" class=3DB style=3D'position:absolute;top:1=8.75%; 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'>¨</span><span lang=3DDA>Suppose the spl=it is 1/10 : 9/10</span></span></div>

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

7ub42BO3aZWa1BAgMIbA0oOphwwPXfutvDBGbXMOAgQIXCcgaHCd28V7vX79evvy5cutwMHFdHaYqcC5G+G5PzXrWix6H3SVsh2BdQksuVdB15I8F2DtehzbESBAgMCwAoIGw/o6OoHVCaytV0HXAj53c6z3QVdJ2xGYr8C5YOp8c9Y/5Xof9Dd0BAIECAwlIGgwlKzjEliRwLkb4bX0Kuha5HofdJWyHYFlCOhV0L0czwVYux/JlgQIECBwKwFBg1tJOg6BFQroVdCv0N0c9/OzN4EpC5wLpk457VNJm94HUykJ6SBAYO0CllwsNWDMp6AvXrzYlZUUmkkRv379enTJxbK6QrNdXr///nuz/W+//dZpicYs65h9s6xjXmUuhRyj075r/0LIfzeBJS6X2C3nw29lWbLhjZ2BwJACvsND6m42/v4M6+voBAgQOCSgp8HE6kWCBc+ePduV4MImDf8vX75sXr16tXny5EmWatyVQMDuWJLzWdk2+zeb/PHHH5us2pBlHrPcY5Z9bL8nlvUEOZr0ffjwoclHSfcuHjWd+Xd+nxuGBF9OWUwtb0tIj6dm45Si3gfjODsLgVsKnLs+jvlw4pb5muKx9D6YYqlIEwECixcoF988aV/luxRuGqQl++Plv/QYaM6Zn/vn/fjxY/NZWWlh9+PHj8fPv337tiu9DJrPSiDgp8/ax8hn2Sbbt3///v375vf77/3txnQ4dK6k8+3bt495TZ7rdrEpvSWa/Nd8ZPt7p3kN5z9Ud9aQ7ynl8VAZjH3tmpKHtIz3N4v1aWvfzWnURX+nplEOrhfKQR1Ybh3Q02AiYaEMKSg9CZqhCKUx/NNQhNJQ3pahDE1Ky9P2pufB/itP5/NZhiJk+/bnpSG+LQ3w5lc5do3S7293b4qks6Rvmx4SeSUveX369GlX3psS5MjbMIsRCurcU7MRkuAULQG9D1QHAtMROHd91Ktg/LLS+2B8c2ckQGBdAoIGEynv0uhv5iBIQ/nQ3AVp4JceCE1qM2wh3fjbSc8whrxqg3s/W5kTIa+63USyfTAZCX7UvGRIQtKcoElcElypOx3L65TzNvW0meF76iX03xws+42SY42Y6edGCgnMR8DEr9MvKwHW6ZeRFBIgME8BQYMJlFvG5udJ+qlGfz6rT94PNf5rQ/tYdmoD+9x29+ZIMKRO4JhAR5mLYfP58+fHQEqdHDI9J8rneh3coMDOPTW7wSkcYgABN8cDoDokgQMCgqnzrBYCrPMsN6kmQGCaAoIGEyiX2hBOUuowgkPJajeS2/u098vEh6dep44/AYqmF0UNnqT3xf5QjRr0qD0nppDmuabBjfBcS+7XdLs5Xk5Zysk0BARTp1EOt0iFAOstFB2DAIG1CwgaTKAGnGvot5NYewzs71Mb0fvBhLpv3b7dW2ECWf8lCTX96W1wqDdBHV4haHBd6bkRvs5tLnu5OZ5LSUnnVAUEU6daMrdJlwDrbRwdhQCB9QkIGkyszM8FEI71FCiTCDaN7OyfSRHb2crwhzS283m2m+or8xXUngQJGuynNfMb1KELUw9+TM3YjfDUSmT49Lg5Ht7YGZYhIJi6jHK8JBeHro/Z/9i8FZcc27YECBBYooCgwQRKtR0IOBc0qMndf9KeiRIz9j+rL2QVhgQOMj9ACRbsXrx40fw+kwmWn5OdB6DdS2J/WELy3e5lcGiyyAkU5aSS4EZ4UsVxt8TofXA3eieeuIBg6sQLaITknbs+po6MkAynIECAwOQFBA0mUETtAMCx4QU1me1JAveTXoMPCR7klaf2CUJ8/PixWapwakss7qe/5j0BjrJSxC/BDUMTulVWN8LdnNa4ld4Hayx1eW4LCKaqD8cE9D5QNwgQIHBcIEt3rdanRpDHXFO5PPVPD4DM/J8n/48N4/r7FMb3798P9gjIMIMnT5405bW/TT57+vRpEyAoXfcn25vgVGUreWuGH6SXQRma8FMeMnQh+curBECytGSz/OKUe06M+cU69jRkzLo9Zn6d63YCh+qOenM7X0eahoB6Po1ymFsq/G2dW4lJLwECQwnoaTCU7IXHTUO5vrLM4KFXXZYxY/33G8sZkpAGd57Gl+2aoQn77wQWziUrDfFy/gxpOLttjpVzZNu8nz17lqUjO+23n44Mozg1X0HtZZBeCAkY5Dz1d+fytOTP9SpYcumOkze9D8ZxdpbxBfQqGN98aWfU+2BpJSo/BAhcLZCeBmt9F7Q0cEv2xzMojd7mnPm5f97SS6D5LO/SPX/348ePx21Kr4RdGX6wKz0UDqY329d9T/3MeUuA4pdjlJ4LzTnrvsfO005zTW958t8cL+ktDfrmOJealkBIc+7sf2jfmrZ8nvRfc45L0zT17ffLeerplb7xrjN9rNWreZRTnzJew77qsXo8VD1Xt9StoeqW46pbU64Dqw0YpFDGDBqkoZuGePuPTf6/34Av8xE0AYVsV4MEaSjn34ca+7VypcFehiV0Chzk2PvHStAgx6qBgHNBg2xfgxvtCp7gRn6f41xS8Wuej+WxHdAQMHBRvaRu2VZ9UQfUAXVAHVAH1AF1QB1QB66vA+Y0+K+rweTmAEi3/7r8YLrkZw6EUysGZOhBGR6wySSIdbz/oZUYcsyyskKz/GJp+P+S74fhBr/MubDflSVDGDJcIufbn0MhcxMcO/61XWKSv5yv5C1pm1x5XZsv+xEgQIAAAQIECBAgQGDKAoIGEw0aXFppMp9AGtTlCf/ZBnXmD3j16tXBYEnXoEGdtPBQwKVO6lgnLLw0L7YnQIAAAQIECBAgQIAAgWkImAhxGuXQKxWl50DTK6E88e90nEw42HXbQwdMYKFOWnjo87qE5LnlIzsl1kYECBAgQIAAAQIECBAgcDcBQYO70d/uxBlukFeX1QTSzT/bZwWGa1912EMNDhw7zqHhEdee034ECBAgQIAAAQIECBAgML6AoMH45jc/Y+Y8yCtj/jM0IMsRZunE9onSO6Asy7h7+vRpEzDIvAfXJuRUL4P2MQUNrhW2HwECBAgQIECAAAECBKYhIGgwjXLolYpMRtgeElAmKdwkONBeo7oEEzYZwlBWN9iU1QeuDhj0SqidCRAgQIAAAQIECBAgQGBWAoIGsyquw4ktPQ22JRiwLashbMqShU1PggQR8i4BguZ3mZQw2/TpYXApVVZQ8CJAgAABAgQIECBAgACB+QoIGsy37H5JeYIHJWCwLUGCJoiQd1ZTyO9uGSzIKg2nXnWpyHPbLYheVggQIECAAAECBAgQILBIAUGDRRbrsJmqwYBjqyPUOQ/qXAvDpsbRCRAgQIAAAQIECBAgQGAoAUGDoWQXfNwy7GBbl2zcn3Ax2U4wIUMTyjbmTlhwPZA1AgQIECBAgAABAgSWLyBosPwyHiSHmSshr/1lHsv/m1Ub+izpOEiCHZQAAQIECBAgQIAAAQIELhYQNLiYbB07nFtWsUyyuE3g4MOHD5uy7ePyjln2McMXalBhHVq3yWV6bbQtb3NURyGwycopuyy7yoLAHAXU3zmW2rTSXOvQod6RXVPqb3RXKdsRILBEAUGDJZbqFXnKH8MSANhluca8Mpnhq1evdiUIcLSh8TDJ4ibLOWbf8nOXeQyyrGOGMFyRjFXuEvvivssymXUSyVVCyPTNBfK9fPLkye7du3ebvLMMa+panxvnmyfSAQkcEVB/VY0+AgnC1zqUe5s85Mj9Svlb2/y+67H9je4qZTsCBBYtsNvtNmt9l4LNH42S/fUa3CLvP3782JVAwa4s+cjygroUr9Ijo6mD9R3HW5SJY6z7O53vZOnx07zb38sS6GvqWgnq7coyrOraBd9X36nxvlPq73jWS63XtQ7lWrf/d/Xz58/NdTDXx1P59zdaPVzq90O+1O1r6oCeBosOCY2TufQqyHCFLPk4zhnnf5Y8AclQjkwoaWnK+Zfn1HJQegk1vVbK8qub9veyBKmyJGuGFG3y5M1wmKmVnPREQP1VD/oKpGdVroElQLDJ/Un7eJmkOfMu5fNjPQ78je5bAvYnQGBpAttEGtb6Slfd5L0YaOyutRJMIN+ZPDI3yXllaMf+Dc4EkigJMxLI3AXpgptgVOlN8Mu1LTfDZchCk6MEEMrNs+vfjMp36UlVf5dewsPnr32NO3Z/V+tZhlSWHgUnr4H+Rg9fZs5AgMD0BfQ0mH4ZSeHCBbI8pReBWwmkB0teJfh08JDtJVMzxteLwJQE1N8plcY809KeG+hcb6oyX8HZTPobfZbIBgQIrEBA0GAFhSyLBAisR6Aug3rqRrcOickwBasqrKduzCGn6u8cSmnaaWxf+2oQaj/FNbCQIYJeBAgQIHBeQNDgvJEtCBAgMAuBrgGA9jwaVuyYRdGuIpHq7yqKefBMlutb5lhqzvMwt8Ev43BrMMHy0IMXhxMQILAQAUGDhRSkbBAgQKAt0KXbbbYXNFBvpiig/k6xVOaTpszXUl/Pnj3btJePflh2dlNWkzGH0HyKVEoJELizgKDBnQvA6QkQIHArgfp07ZJgQIYoeBGYgoD6O4VSWEYaskJCuxdBVovJSgkJGJQeLZkkdpPVZJaRW7kgQIDA8AKCBsMbOwMBAgRGEcjyinU8b3oQlKe1610eZxRxJ7mlgPp7S03HKj0JfgocZKhCDRhkCAMhAgQIEOguIGjQ3cqWBAgQmLxA1h+vr3OTgGW7Y6ssTD6jErhIAfV3kcV6t0ztBw4y7CW9Ds6tqnC3BDsxAQIEJiogaDDRgrl3srbb7S7ve6fD+QkQuEwgXXLrRIdZUrE9ljdHyv/bSy22u4RfdiZbE7i9gPp7e9M1HzHDEdLrqj3HQVboePHihcDBmiuGvBMgcLGAoMHFZHYg

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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'> </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"

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<tr> <td colspan=3D1></td> <td align=3Dleft colspan=3D1><font face=3DTimes size=3D3>larger constant =in the O notation</font><br> </td> </tr></table>

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<v:textbox style=3D'mso-fit-shape-to-text:t'/> </v:rect> <div v:shape=3D"_x0000_s162818" class=3DT style=3D'position:absolute;top:8=.75%; left:5.99%;width:88.2%;height:8.5%'><span lang=3DDA>Randomized Quicksort (=2)</span></div> <div v:shape=3D"_x0000_s162819" 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:23.25%;left:16.85%; width:44.38%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'><b>Randomize=d-Partition(A,p,r) </b></span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:27.75%;left:16.85%; width:32.2%;height:6.0%'><nobr><span style=3D'font-family:Arial;mso-ascii-=font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>01 &nbs=p; i</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New"'> </span><span style=3D'mso-ascii-font-=family: Symbol;mso-bidi-font-family:"Courier New"'>¬ </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'>Random(p,r) </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:33.5%;left:16.85%; width:37.07%;height:5.75%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>02 &nbs=p; exchange A[r]</span><span style=3D'font-family:Symbol;mso-ascii-font-famil=y: Symbol;mso-bidi-font-family:"Courier New"'> « </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'>A[i] </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:39.25%;left:16.85%; width:38.76%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>03 &nbs=p; </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'><b>return</b></span><span style=3D'font=-family: Arial;mso-ascii-font-family:Arial;mso-bidi-font-family:Arial;mso-hansi-fon=t-family: Arial'> Partition(A,p,r)</span></nobr></div> </div> <div v:shape=3D"_x0000_s162820" 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:52.0%;left:16.85%; width:46.44%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'><b>Randomize=d-Quicksort(A,p,r) </b></span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:57.5%;left:16.85%; width:24.34%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>01 &nbs=p; </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=

y: Arial;mso-hansi-font-family:Arial'><b>if</b></span><span style=3D'font-fam=ily: Arial;mso-ascii-font-family:Arial;mso-bidi-font-family:Arial;mso-hansi-fon=t-family: Arial'> p < r </span><span style=3D'font-family:Arial;mso-ascii-font-fa=mily: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'><b>then</b><=/span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial;display:none'> </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:62.0%;left:16.85%; width:58.8%;height:6.0%'><nobr><span style=3D'font-family:Arial;mso-ascii-=font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>02 &nbs=p;<span style=3D'mso-spacerun:yes'>    </span>q</span><span style=3D'font-family:"Courier New";mso-ascii-font-family:"Courier New"; mso-bidi-font-family:"Courier New"'> </span><span style=3D'mso-ascii-font-=family: Symbol;mso-bidi-font-family:"Courier New"'>¬ </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'>Randomized-Partition(A,p,r) </span>=</nobr></div> <div style=3D'text-align:justify;position:absolute;top:68.0%;left:16.85%; width:53.37%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>03 &nbs=p;<span style=3D'mso-spacerun:yes'>    </span>Randomized-Quicksort(A,p,q) </span></nobr></div> <div style=3D'text-align:justify;position:absolute;top:73.25%;left:16.85%; width:56.36%;height:5.25%'><nobr><span style=3D'font-family:Arial;mso-asci=i-font-family: Arial;mso-bidi-font-family:Arial;mso-hansi-font-family:Arial'>04 &nbs=p; </span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'><b><span style=3D'mso-spacerun:yes'>   </span></b></span><span style=3D'font-family:Arial;mso-ascii-font-family:Arial;mso-bidi-font-famil=y: Arial;mso-hansi-font-family:Arial'>Randomized-Quicksort(A,q+1,r)</span></n=obr></div> </div></p:slide></div>

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------=_NextPart_01C50B8E.FB75F380Content-Location: file:///C:/1E8269F5/lec9.5_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 ){

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 }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++) {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) ) {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=3D19, 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("slide0056.htm",1,-1,1),new hrefList(="slide0057.htm",1,-1,1),new hrefList("slide0058.htm",1,-1,1),new hrefList("=slide0059.htm",1,-1,1),new hrefList("slide0060.htm",1,-1,1),new hrefList("s=lide0061.htm",1,-1,1),new hrefList("slide0062.htm",1,-1,1),new hrefList("sl=ide0063.htm",1,-1,1),new hrefList("slide0064.htm",1,-1,1),new hrefList("sli=de0065.htm",1,-1,1),new hrefList("slide0066.htm",1,-1,1),new hrefList("slid=e0067.htm",1,-1,1),new hrefList("slide0068.htm",1,-1,1),new hrefList("slide=0069.htm",1,-1,1),new hrefList("slide0070.htm",1,-1,1),new hrefList("slide0=071.htm",1,-1,1),new hrefList("slide0072.htm",1,-1,1),new hrefList("slide00=73.htm",1,-1,1),new hrefList("slide0074.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('/')+1if (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;

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 ) {

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 ) returngPrevSld=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;

}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(){

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 _TBSetAt.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 ){

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

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<div id=3DOtlNavObj onload=3D"Load()" onmouseover=3D"BtnOnOver()"onmousedown=3D"BtnOnDown()" onmouseout=3D"BtnOnOut()" onmouseup=3D"BtnOnUp(=)"onkeypress=3D"_KPH()" style=3D'display:none;visibility:hidden'>

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<table style=3D'position:relative' align=3Dcenter cellpadding=3D0 cellspaci=ng=3D0> <td> <div style=3D'position:absolute;left:-18px;width:24px;height:20px;border-s=tyle: solid;border-width:1px;border-color:threedface' id=3D"nb_otlTxtBorder"> <div style=3D'position:absolute;clip:rect(0px, 22px, 18px, 0px)'><img src=3Dbuttons.gif id=3D"nb_otlTxt" title=3D"Expand/Collapse Outline" style=3D'position:relative;left:-157px'></div> </div> </td></table>

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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('slide0056.htm');" id=3DPPTL1>Quick Sort</a></=font></div> <div id=3DPPTC1 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Characteristics</li> <ul>

<li>sorts almost in "place," i.e., does not require an additi=onal array</li> <li>very practical, average sort performance O(n log n) (with small constant factors), but worst case O(n<sup>2</sup>)</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> <div class=3DsldNum><font size=3D2>2</font></div> </td> <td> <div id=3DPPTP2 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0057.htm');" id=3DPPTL2>Quick Sort &#821=1; the Principle</a></font></div> <div id=3DPPTC2 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>To understand quick-sort, let’s look at a high-level descripti=on of the algorithm</li> <li>A divide-and-conquer algorithm</li> <ul> <li>Divide: partition array into 2 subarrays such that elements in the lower part <=3D elements in the higher part</li> <li>Conquer: recursively sort the 2 subarrays</li> <li>Combine: trivial since sorting is done in place</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> <div class=3DsldNum><font size=3D2>3</font></div> </td> <td> <div id=3DPPTP3 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0058.htm');" id=3DPPTL3>Partitioning</a>=</font></div> <div id=3DPPTC3 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Linear time partitioning procedure</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('slide0059.htm');" id=3DPPTL4>Quick Sort Algor=ithm</a></font></div>

<div id=3DPPTC4 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Initial call Quicksort(A, 1, length[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>5</font></div> </td> <td> <div id=3DPPTP5 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0060.htm');" id=3DPPTL5>Analysis of Quic=ksort</a></font></div> <div id=3DPPTC5 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Assume that all input elements are distinct</li> <li>The running time depends on the distribution of splits</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>6</font></div> </td> <td> <div id=3DPPTP6 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0061.htm');" id=3DPPTL6><span style=3D'mso-spacerun:yes'> </span>Best Case</a></font></div> <div id=3DPPTC6 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>If we are lucky, Partition splits the array evenly</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('slide0062.htm');" id=3DPPTL7>Worst Case</a></=font></div> <div id=3DPPTC7 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>What is the worst case?</li> <li>One side of the parition has only one element</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('slide0063.htm');" id=3DPPTL8>Worst Case (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>9</font></div> </td> <td> <div id=3DPPTP9 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0064.htm');" id=3DPPTL9>Worst Case (3)</=a></font></div> <div id=3DPPTC9 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>When does the worst case appear?</li> <ul> <li>input is sorted</li> <li>input reverse sorted</li> </ul> <li>Same recurrence for the worst case of insertion sort</li> <li>However, sorted input yields the best case for insertion sort!</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('slide0065.htm');" id=3DPPTL10>Analysis of Qui=cksort</a></font></div> <div id=3DPPTC10 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Suppose the split is 1/10 : 9/10</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>11</font></div> </td> <td> <div id=3DPPTP11 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0066.htm');" id=3DPPTL11>An Average Case Scenario</a></font></div> <div id=3DPPTC11 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Suppose, we alternate lucky and unlucky cases to get an average beha=vior</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('slide0067.htm');" id=3DPPTL12>An Average Case Scenario (2)</a></font></div> <div id=3DPPTC12 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>How can we make sure that we are usually lucky?</li> <ul> <li>Partition around the ”middle” (n/2th) element?</li> <li>Partition around a random element (works well in practice)</li> </ul> <li>Randomized algorithm</li> <ul> <li>running time is independent of the input ordering</li> <li>no specific input triggers worst-case behavior</li> <li>the worst-case is only determined by the output of the random-number generator</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>13</font></div> </td> <td> <div id=3DPPTP13 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0068.htm');" id=3DPPTL13>Randomized Quic=ksort</a></font></div> <div id=3DPPTC13 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Assume all elements are distinct</li> <li>Partition around a random element</li> <li>Consequently, all splits (1:n-1, 2:n-2, ..., n-1:1) are equally like=ly with probability 1/n</li> <br> <br> <li>Randomization is a general tool to improve algorithms with bad worst-case but good average-case complexity</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>14</font></div> </td> <td>

<div id=3DPPTP14 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0069.htm');" id=3DPPTL14>Randomized Quic=ksort (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>15</font></div> </td> <td> <div id=3DPPTP15 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0070.htm');" id=3DPPTL15>Randomized Quic=ksort Analysis</a></font></div> <div id=3DPPTC15 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Let T(n) be the expected number of comparisons needed to quicksort n numbers.</li> <li>Since each split occurs with probability 1/n, T(n) has value T(i-1)+T(n-i)+n-1 with probability 1/n.</li> <li>Hence,</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>16</font></div> </td> <td> <div id=3DPPTP16 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0071.htm');" id=3DPPTL16>Randomized Quic=ksort Analysis(2)</a></font></div> <div id=3DPPTC16 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>We have seen this recurrence before.</li> <li>It is the recurrence for the expected number of comparisons required= to insert a randomly chosen permutation of n elements.</li> <li>We proved that T(n) =3D O(nlog<sub>2</sub> n).</li> <li>Hence expected number of comparisons required by randomized quicksor=t is O(nlog<sub>2</sub> n)</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('slide0072.htm');" id=3DPPTL17>Randomized Quic=ksort running times</a></font></div>

<div id=3DPPTC17 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>Worst case running time of quicksort is O(n<sup>2</sup>)</li> <li>Best case running time of quicksort is O(nlog<sub>2</sub> n)</li> <li>Expected running time of quicksort is O(nlog<sub>2</sub> n)</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>18</font></div> </td> <td> <div id=3DPPTP18 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0073.htm');" id=3DPPTL18>What does expec=ted running time mean?</a></font></div> <div id=3DPPTC18 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>The running time of quicksort does not depend on the input. It depen=ds on the random numbers provided by the generator.</li> <li>Thus for the same input the program might take 3sec today and 5sec tomorrow.</li> <li>The average time taken over many different runs of the program would give us the expected time.</li> <li>Same as saying that we are taking average over all possible random number sequences provided by the generator.</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>19</font></div> </td> <td> <div id=3DPPTP19 class=3DPTxt><font size=3D2><a href=3D"javascript:GoToSld('slide0074.htm');" id=3DPPTL19>Analysis of ins=ertion in BST</a></font></div> <div id=3DPPTC19 class=3DCTxt style=3D'display:none'><font size=3D2> <ul> <li>When creating a binary search tree on n elements the running time do=es depend on the order of the elements.</li> <li>Our algorithm for insertion did not employ an random bits.</li> <li>Given a specific input order the algorithm takes the same time each =day.</li> <li>However, the time taken is different for different input orders.</li> <li>The average time taken over all possible input orders is O(nlog<sub>=2</sub> n).</li> </ul> </font></div> </td> </tr></table>

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

OO/s5HHOUmeU1/uS885OHuccOO/s5HHOQR7nncc5B847O3mcc+C8s5PHOQfOOzt5nLPUGeX1vuS8s5PHOQfOOzt5nHOQx3nncc6B885OHuccOO/s5HHOgfPOTh7nLHVG3pckSZIkSSov19qSJEmSJJWXa21JkiRJksrLtbYkSZIkSeXlWluSJEmSpPJyrS1JkiRJUnm51pYkSZIkqbxca0uSJEmSVF6utSVJkiRJKq+8rrWdd3byOOfAeWcnj3MO8jjvPM45cN7ZyeOcA+ednTzOOXDe2cnjnKXOKK/3JeednTzOOXDe2cnjnIM8zjuPcw6cd3byOOfAeWcnj3MOnHd28jhnqTPK633JeWcnj3MOnHd28jjnII/zzuOcA+ednTzOOXDe2cnjnAPnnZ08zlnqjPJ6X3Le2cnjnAPnnZ08zjnI47zzOOfAeWcnj3MOnHd28jjnwHlnJ49zljqjvN6XnHd28jjnwHlnJ49zDvI47zzOOXDe2cnjnAPnnZ08zjlw3tnJ45ylziiv9yXnnZ08zjlw3tnJ45yDPM47j3MOnHd28jjnwHlnJ49zDpx3dvI4Z6kzyut9yXlnJ49zDpx3dvI45yCP887jnAPnnZ08zjlw3tnJ45wD552dPM5Z6ozyel9y3tnJ45wD552dPM45yOO88zjnwHlnJ49zDpx3dvI458B5ZyePc5Y6I+9LkiRJkiSVl2ttSZIkSZLKy7W2JEmSJEnl5VpbkiRJkqTycq0tSZIkSVJ5udaWJEmSJKm8XGtLkiRJklRerrUlSZIkSSov19qSJEmSJJWXa21JkiRJksrLtbYkSZIkSeXlWluSJEmSpI6riLV32tJsJ0mSJEn/C04++eSK4pb1fJQfFUXSTuvI+TuLhx9+uGL27Nmddn5pXn/99Ypzzjmn4uqrr3beGXAfyU5e5+0+kp28ztt9JDt5nbf7SHbyOm/3kfwoXW+77taSam/9nPbvzrzWDo9X48aN67TzS5M8Xq277rrRnMP/XtZzWhJ5nbf7SHbyOm/3kezkdd7uI9nJ67zdR7KT13m7j+RTe+tt191alPbW0KX/u7OutZ944omKvfbaa6HHrM40v/aEx6hwLLO6urplznl43MrjvN1HspXHebuPZCuP83YfyVYe5+0+kq08ztt9JP8Wt9527a1SFSmSry/q9M4iHGdL/nd4HOiMc0yTzDs87ubpcSuP83YfyVYe5+0+kq08ztt9JFt5nLf7SLbyOG/3kf8NHVlvu+5WUNFBy3q+7Qn3+84+xzR5fdzK47zdR7KVx3m7j2Qrj/N2H8lWHuftPpKtPM7bfST/lmbN7br7syl9RZ1uWc91UXzcylYe5+0+kq08ztt9JFt5nLf7SLbyOG/3kWzlcd7uI/8blna97br7syV9VZ1uWc91UXzcylYe5+0+kq08ztt9JFt5nLf7SLbyOG/3kWzlcd7uI/87Pul623X3Z0P6yrqtZT3PRfFxK1t5nLf7SLbyOG/3kWzlcd7uI9nK47zdR7KVx3l/FvaRcq1BP4tl8b38NITP2C/+XIIg/Dt8fVnNqbNIX1kvbFnPcXE+C49bnUke5+0+kq08ztt9JFt5nLf7SLbyOG/3kWzlcd6fhX1kWa9X/1fK4vu6tMLfWT/66KMXWi8+//zz0ZzDGrv4tPAZ/Mt6vstSxRJY1nNcnM/C41Znksd5u49kK4/zdh/JVh7n7T6SrTzO230kW3mc92dhH1nWa9T/hbL4npZDWEcH/fr1a1lnh/8dvp6nz9z/tFUsxrKe3+J8Fh63OpM8ztt9JFt5nLf7SLbyOG/3kWzlcd7uI9nK47w/C/vIsl6n5rUsvo/llvzN+LBfJOvs8Jp3OC28fzxYd911c3ndyql0bV1sWc9tSXwWHrc6kzzO230kW3mct/tItvI4b/eRbOVx3u4j2crjvN1H/jd8ltfXibC2ToS/wR5ey07W2UGyr4fXt5flPDuDikVY1nNbEj5uZSuP83YfyVYe5+0+kq08ztt9JFt5nLf7SLbyOG/3kfz7LK+vi912223RPlFdXR2tsUv3jeLXvJfVHDuT0jV2nh4HfNzKVh7n7T6SrTzO230kW3mct/tItvI4b/eRbOVx3u4j+fZZX18XS35XO6ypQ8WnFb/mnXxm2mddRYplPacl5eNWtvI4b/eRbOVx3u4j2crjvN1HspXHebuPZCuP83YfyS/X1wsLr2cnwnvIi08rfs17Wc2vs6lIsazntKR83MpWHuftPpKtPM7bfSRbeZy3+0i28jhv95Fs5XHe7iP55Bp7YWFtvah9InnNO/ztr2Uxv86qosSyns+S8nErW3mct/tItvI4b/eRbOVx3u4j2crjvN1HspXHebuP5I/r67aS/Th8xnh4v3jp6eHrQenr3Z91eVxnBz5uZSuP83YfyVYe5+0+kq08ztt9JFt5nLf7SLbyOG/3kXxxfZ0u+dyz8Pp16WnJa97J3/oKa3HX3AWutbOV18etPM7bfSRbeZy3+0i28jhv95Fs5XHe7iPZyuO83Ufyw/V1uuLPPQt/Q7v09GQfT9bh4W9++florfJ4/09+J6C973lnFPa5ROln93VmeZ23+0h28jpv95Hs5HXe7iPZyeu83Ueyk9d5u4/kh+vrdMnnniWvW5cKa+tkX+nXr5+vaZfI0zo7HDcpfsxKvu/h9/A76+NXmFeYd/Fn9yX7Y2c+VpjXebuPZCev83YfyU5e5+0+kp28ztt9JDt5nbf7iP5XJPtx2vvHi08P+01n3bclSZIkScob19iSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJOl/RcVnyLK+rSVJkiRJnw3Lev2bpWV9W0uSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmS8uX555+vuPrqqyuOPvroinHjxkWF/x2+Fk77JGOfc845FU888cQnGmNJvf766xXh8qqrq6P/ZnGZn1SWt48kSZIk6dMX1nizZ8+uCNZdd92KvfbaK1qjhsLXw9eC8L87uh4Ma/SwZs9iHRkuK8y9WF7W2kFyuy/reUiSJEmSPpmwtitel4bXhEvPE74WXt/u6Po1rK/Da8tZvl4b5vrwww/ncq0dhPV2aFnPQ5IkSZK0dIpfAw7vE1/c+YvX5WHtvajzhvV1eD38tttuWybrxryutYN+/fq53pYkSZKkHApr4ER4j/eSbhfOm1jUOjqsFzsybrnlea2dvC6/rI5TSJIkSZI6LrzPOvkd7KAj7/Eufn92GCPtPefJ69/Lcq2Y57V2EI5VtHf7SpIkSZI6n+L3goffp+7o9mGb9t57Hj6fLFmHl2/GHZf3tXbyPVrce/UlSZIkSZ1DeM10SX/vOk3x73mXvk88WSN25PeNw/o87bX18LWl/VtjS7LWTv42WPL3zcLxgXDblGt9/kmuV/ExC1/bliRJkqTOr6JIsq5c3N/QDu8dD4X/Xfy6eFB8vuQ170WtV8PlhNOL1/zFa/NwOck4Ya25NJ9jvri1dphDuIwwh2QtG/6b/O2zUksyh3Jfr+R9/kvyuXWSJEmSpGUnrO+KJevn8N+wRgy/Y52sq5PC18JpxedNW4cWj52cd1GS126D5He7w7oyrEfDmjVZay7N68yLW2sn6+HS3ykP6+1EeM2/+BjDkirX9Uo+hy6s/zty+ZIkSZKkbJWuk9tbP6dp77xpr3cvyevAxeOEf4f1aPHrzMlas9xr7eJjAmnbJq9tL+3nqJfreiXzWNa/+y5JkiRJWrTFrbWTv9VVXPIacEfW2ksyl/C6cRDWlGH9Gy6r+HeTk9d/y/0e8sXNs6PXo1S5rtcnnYckSZIkKRvF728uXieH114X9TprOK29tXbp67VLujZM1vDJ55MVr0eTy1ja13SXdK29qL9ZtrRr3HJdr+J5dPR97JIkSZKkbBX/be1kLbq4z8UO68XkPMVrwOI1Y0fW2sVr/vD6b+nvTSevDXfk88yLLWqtXfwe8rS/AV78unRHL7ec18u1tiRJkiTlR/Hf7Pqkf/OreM3YkbV2eB29eE1aenry2vDSfgb3otbaxeOnXXbyWeFLs74t5/VyrS1JkiRJ+RFea02EdWVHt0/WoqVrwOI1+OLGKP7cr9L3cRe/Nry0f1t6cWvtcBnF7/UOlxNKrsPSrvHLeb2K19pL+3fGJUmSJEnZKX4NuiOvmRb/rnbp53Qv7vegiy3q714l43ySv3W1uLV2kHw+eHhtP/kcuHD+T7KuLef1St5vviTHLiRJkiRJy174neVkXdiRv22VvBYcti39HO3i18sXtX4vXq+nrWuT14aT9erSvH96cWvt5O9dL+3r5mnKfb2S4yHhNi/XHCVJkiRJn67i3y1eks/qKn6PeNp7rMO6NZH2mWOJ5PXa9tb4yTGAsF4N69Gl+Z3yRa21wzzDZYS1dhi/XOvtcl+v5LjG

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

cwaT5ZyBJEmSJE1PHecJsjqvdxhzB8Nc7zAdZxBzBXE+QvY8hPhdyaDHM6g/zhlIkiRJ0nTUdZ4gT959FeN/93NfxZgHSOL7sscXhJhH6DxvQePlnIEkSZIkTV4T5gnypLmDON4gieMQyswdxPUMQswVxPd0HkuQjmeIayGO7xEoyzkDSZIkSZqsps0TFEnXLszOHXQ7pyBd4zC+J+YPOj+fPW9hvEuuxDkDSZIkSZqcps8T5Fm8ePFd7sXYOXeQvVZBzA10Xg8hrm2QeJ/FyXHOQJIkSZImo03zBHliniA7dxDHE6TPpWsVFB1HkM5biO+f7FK3m3MGkiRJUnW4b95cbZ0nyJO910L6WFyjoHMeISud4+A9FifLOQNJkiSpOtw3bybnCvJlr4uYrlWQNyeQPW8hzlHo/F6Nj3MGkiRJUnW4b948zhP0Ftc7SPLmAmIeIXsMQpy74PEGk+GcgSRJklQt7p83S9PnCWL8HtcYGLT4Gdl7LOb9jnQeQ3w+5grif0/2UbaXcwaSJElStbh/rjpJxwAMKn5Gr2sVpDmD4HzBZDlnIEmSJFWP++jS/8S9FWM+ofP+jBo/5wwkSZKk6nE/XVIV+FokSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIkSZLyOGcgSZIk1YP77pImzdcdSZIkqT7cd5c0Sc4ZSJIkSfXhvrukSXLOQJIkSaoX998lTYpzBpIkSVK9uP8uaVKcM5AkSZLqx314SZPgnIEkSZJUP+7DS5oE5wwkSZIkSVIe5wwkSZIkSVIe5wwkSZIkSVIe5wwkSZIkSVIe5wwkSZKkenN/XtK4OGcgSZIk1Zv79JLGxdcXSZIkqd7cp5c0Lr6+SJIkSfU2kzHtZZHULL62SJIkSfXnfr2kcfC1RZIkSao/jzWQNA6+rkiSJEnN4L69pFHzdUWSJElqBo81kDRqvqZIkiRJzeH+vaRR8jVFkiRJahb38SWNiq8nkiRJUrO4jy9pVHw9kSRJkprH/XxJo+BriSRJktQ8Xg9R0ij4OiJJkiQ1k/v6kobl64gkSZLUTB5rIGlYvoZIkiRJzeX+vqRh+BoiSZIkNZfHGkgahq8fkiRJUrO5zy9pUL5+SJIkSc3msQaSBuVrhyRJktR87vdLGoSvHZIkSVLzeayBpEH4uiFJkiS1g/v+kvrl64YkSZLUDh5rIKlfvmZIkiRJ7eH+v6R++JohSZIktYf7/5L64WuGJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnK45yBJEmSJEnt1W1eoNecgfMJkiRJkjS4BQsWzETTXg6pm6K5gWHmEyRJkiQ1y9KlS93/H7E0Z5Bt2sskdZrJyPt42a+XJEmS1DyLFi2amTVr1sycOXPc/x+DvHkD5w9UJTMdOj9e5mslSZIkNUuaK0icMxifbvMGbZw/WLx4sdtbxeTNBRTNIThfIEmSJDVbzBdECxcudM5gQsrMGzR9/qBznmray6P/6ZwPKJo/cM5AkiRJapfZs2c7ZzAh/cwbNGX+4Lbbbrtjbio7VzBv3ryZZcuW1f6xNUm3OYNucwmSJEmSmi3mCpwzmJxB5g3qOH+Q5gpWWmmlO7av+M/58+c7V1BhzhdIkiRJ6uScweQNM29Q9fmDmBOI4wiSmCuIuYOYQ5j2sqk75wwkSZIkdXLOYDpGMW9QpfmDuFdndq4gzkWI6xdMe7lUnnMGkiRJkjqNc85glONiq+b8wZIlS2bSNpS2o37nCuIYhPg5cTzC3Llz75hviDmI9Pn47/Hx9PM9ZmF8nC+QJEmSlOWcQXMb9fPZqfO+GzHuH/TnxLUOstc+SJ9L91pI1+oM8fWjexTKcs5AkiRJUpZzBs1t1M9npzRnMKrzENK2GOc4xP+OnxlzBem4AucMxs85A0mSJElZzhk0r1E/j0U6r3cYcwfDXO8wHWcQcwVxPkL2PIT4XcmgxzOoHOcLJEmSJCVeA3F66jhPkCfvvorxv/u5r2LMAyTxfdnjC0LMI6SfPZ5HocQ5A0mSJEmJcwbTUec5giJp7iCON0jiOIQycwdxPYMQcwXxPZ3HEqTjGeJaiON7BArOGUiSJElKnDOYrKbNExRJ1y7Mzh10O6cgXeMwvifmDzo/nz1vYbxLruB8gSRJkqTgnMHkNH2eIM/ixYvvci/GzrmD7LUKYm6g83oIcW2DxPssToZzBpIkSZKCcwaT0aZ5gjwxT5CdO4jjCdLn0rUKio4jSOctuI1OjvMFkiRJkoJzBuPX1nmCPNl7LaSPxTUKOucRstI5Dt5jcbKcM5AkSZLknMF4OU+QL3tdxHStgrw5gex5C3GOQuf3anycM5AkSZLknMH4OE/QW1zvIMmbC4h5hOwxCHHugscbTIbzBZIkSZLScd95157TcJo+TxDj95hrGrT4Gdl7LOb9jnQeQ3w+5grif0/2UbabcwaSJElS+8T16GL8le5vl70uXXzcY79VRjoGYFDxM3pdqyDNGQTnCyRJkiRJUhLHvsR8Quf9GSVJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJktROMy0z7fUtSZIkSVJdTHsMP2nTXt+SJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEkav9tuu21m8eLFMwsXLvy/lixZMjOKnx0/Z+nSpSP5WWXFY5k7d+7Ef+8wFi1aNBPPw7SXQ5IkSZKkEGPrOXPmzCTx36NZs2b938fmzZs3s2zZsr7HsjH+je+N+YdxLHve74vflV32Uc17TEKs45jniOdk2ssiSZIkSWqvGF/H+DSstNJKd4y1O9/jjjFsjPmTfsb+8b0x9zDJ9/ljfiBKj6tucwbJJOdZJEmSJEnKinF8ei8+5gt6jevjmPnsMQe9fn7MPcTPj+8b3VKXF/MEdZ4ziPU3e/Zs5w0kSZIkSROVxqP9jqlj/FrmeIP08+MYg9EtdX/qPmcQ0mOY1ryLJEmSJKl95s+f39cxA0nMBcQxCUnRsQnp509zrN6EOYMQ8y6xzge5loQkSZIkSf2IsWdWv9fay843xDUDOj+fxupxXsLolrp/TZkzSOeETPOYDUmSJElSO2TH/KHf78+OxUPnNRPT/Rfi94xuqfvXz5xBzKPE2DzdX7JK7+nH+m3C3IckSZIkqfqy1zFI713HuLRz7N8pfT47hu081z57DEOv8W2c1xDfG3MLsRydxyyk+yXGcfmDnM9fZs4g3Tci/Y74unSPiPjPdA+GVNnfHT83vj4eQ/z8eBzZ8zjiv6f7OsRj77Xu03PWz3kkkiRJkiT1KzveT2PQNHYu+p74fHa8mr2mQfZaiNlrJHYbB6fxdDomIftz4vvi4zFOTr8n/rPfx1lmziCNxTuvy5B9HFll7xkZ3x9zIXnLH3MTMYeQnbvpdW+ENI8xyHqQJEmSJKmMGPNmZceq8b9j3iAdn58txrjZ8+mzY/2ij5dZnuy4Po5RSPdbSMcVpLH7OOYM0s8umitJ4/1h7nWY1keab4nHFY8vzaeUnTPIzmF4foIkSZIkaRw6r0XQOWfQTZk5gzTOjnFxmeVJY+F0vcQYW2fPQ0jvrw9y/b9ecwbpff6i8Xo6d6DsY8mT1kc8ppivyZ6H0M95HHGdyrLzC5IkSZIkDaLXnEGM0fOOM4hxc5k5g7yPdZO9XmL6XdnPx1zCoOPkXnMGvcbg2ff2+/3dnb8/5geyxxeEdD+EMsdQZH+WcwaSJEmSpHHJmzPovF5Bp87PZ+cM0v0RsuPaMnMG2WsppmsFZj+ffR++7HUEsnrNGaRjAIoe9zDnRYR0f4qYK0jXU8x+Ph1D0e06EnmPxXsuSpIkSZLGJb133zleLXvfhJCdd0jnEvQ7rs0ebx/j6s77G3aet9CvXnMG6dyDop+fvX/CIL8/nfsQPz/vvpPZ8xb6eSzOGUiSJEmSxiW9/53G6v1+f+d1FNNYv99xbRqTp+MMOj+fxvR54+0yes0ZxOMous5hzI/E56LOuYwyssdIxM/onI/JrsNeczWdj8U5A0mSJEnSuGTHs9kxf1nZ8/w7x6/9jGvT8Q557/Nnz1sY9D4BZe61GB/PXjMh/ncc/xBzKdEg50SEdK2CouMI0rxN2fG/1zOQJEmSJE1Kr/f4u8me29A5Fi9734Ts

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