{VERSION 4 0 "IBM INTEL NT" "4.0" } {USTYLETAB {CSTYLE "Maple Input" -1 0 "Courier" 0 1 255 0 0 1 0 1 0 0 1 0 0 0 0 1 }{CSTYLE "2D Math" -1 2 "Times" 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 }{CSTYLE "2D Output" 2 20 "" 0 1 0 0 255 1 0 0 0 0 0 0 0 0 0 1 } {PSTYLE "Normal" -1 0 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "Heading 1" -1 3 1 {CSTYLE "" -1 -1 "Times" 1 18 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 8 4 1 0 1 0 2 2 0 1 }{PSTYLE "Warning" -1 7 1 {CSTYLE "" -1 -1 "Courier " 1 10 0 0 255 1 2 2 2 2 2 1 1 1 3 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 } {PSTYLE "Maple Output" -1 11 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }3 3 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "Maple Outpu t" -1 12 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 } 1 3 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "Maple Plot" -1 13 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }3 1 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "Title" -1 18 1 {CSTYLE "" -1 -1 "Times" 1 18 0 0 0 1 2 1 1 2 2 2 1 1 1 1 }3 1 0 0 12 12 1 0 1 0 2 2 19 1 }} {SECT 0 {PARA 18 "" 0 "" {TEXT -1 13 "Gamblers Ruin" }}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 40 "set up parameters and transition matrix " }} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 114 "#load packages\nrestart;\nw ith(linalg):\nwith(plots):\n\n# set up parameters\nN := 10;\np := .4; \nq := 1-p:\ncount := 100;\n" }}{PARA 7 "" 1 "" {TEXT -1 80 "Warning, \+ the protected names norm and trace have been redefined and unprotected \n" }}{PARA 7 "" 1 "" {TEXT -1 50 "Warning, the name changecoords has \+ been redefined\n" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"NG\"#5" }} {PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"pG$\"\"%!\"\"" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%&countG\"$+\"" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 184 "#set up transition matrix\nP := matrix(N+1,N+1,0):\nfor i fro m 1 to N-1 do\n P[i,i+1] := q;\n od: \nfor i from 3 to N+1 do\n \+ P[i,i-1] := p; \n od: \n\nP[1,1] := 1:\nP[N+1,N+1] := 1:\n" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 247 "#set up initial probabiliti es\nP0 := vector(N+1,0):\nfor j from 0 to N do \n #P0[j+1] := 1.0*(N -j)*(j);\n P0[j+1] := 1.0;\n od:\n\n#P0[2] := 0; P0[3] := 0; P0[4] := 0; P0[5] := 0;\n\nS := sum(P0[k],k=1..N+1);\nP0 := evalm(P0/S):; \+ \nevalm(testvect&*P0);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"SG$\"$5 \"!\"\"" }}{PARA 12 "" 1 "" {XPPMATH 20 "6#-%#&*G6$%)testvectG-%'vecto rG6#7-$\"+\"4444*!#6F+F+F+F+F+F+F+F+F+F+" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 109 "#check\ntestvect := matrix(1,N+1,1):\ncheckP := eval m(testvect&*P-testvect); \ncheckP0 := evalm(testvect&*P0-1);" }}{PARA 12 "" 1 "" {XPPMATH 20 "6#>%'checkPG-%'matrixG6#7#7-\"\"!$F*F*F+F+F+F+ F+F+F+F+F*" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%(checkP0G-%'vectorG6#7 #$!\"\"!#5" }}}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 34 "calculate probabi lites and display" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 138 "#compu te probabilities\nY := P0:\nPt := matrix(N+1,1,P0):\nfor j from 1 to c ount do\n Y := evalm(P&*Y);\n Pt := augment(Pt,Y);\n \n od:\n " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 61 "#matrixplot\nmatrixplot (Pt,axes=boxed,orientation = [-60,70]);" }}{PARA 13 "" 1 "" {GLPLOT3D 622 558 558 {PLOTDATA 3 "6&-%%GRIDG6%;\"\"\"\"#6;F'\"$,\"7-7aq$\"+\"44 44*!#6$\"+baaa9!#5$\"+#===y\"F2$\"+4444@F2$\"++++%Q#F2$\"+\"44*eEF2$\" +OOo3HF2$\"+#=e%eJF2$\"++?:$R$F2$\"+=e%yi$F2$\"+i%3p%QF2$\"+16(f1%F2$ \"+&*H=nUF2$\"+%)[RoWF2$\"+B#)[]YF2$\"+i:eK[F2$\"+C!)[&*\\F2$\"+'[%Re^ F2$\"+m=\"HI&F2$\"+Y#HuW&F2$\"+i#e[d&F2$\"+ysG-dF2$\"+MC;9eF2$\"+!fPg# fF2$\"+&\\`R-'F2$\"++%p=7'F2$\"+`zP2iF2$\"+1l)GH'F2$\"+)>TuO'F2$\"+!*e *>W'F2$\"+nc#p]'F2$\"+Wa&=d'F2$\"+fjNGmF2$\"+us&[o'F2$\"+oV*Rt'F2$\"+i 98$y'F2$\"+*=Ye#oF2$\"+;4cooF2$\"+G7o0pF2$\"+S:!G%pF2$\"+ZH0vpF2$\"+aV I2qF2$\"+o4KNqF2$\"+#ePL1(F2$\"+(F2$\"+V)Hp?(F2$\"+K-(GA(F2$\"+xGrOsF2$\"+Abb ]sF2$\"+2idisF2$\"+#*ofusF2$\"+[_.&G(F2$\"+/OZ&H(F2$\"+4y`/tF2$\"+9?g8 tF2$\"+**GZ@tF2$\"+%yV$HtF2$\"+3%yhL(F2$\"+KI,VtF2$\"++y%*[tF2$\"+oD)[ N(F2$\"+Rf.gtF2$\"+5$*=ltF2$\"+bTmptF2$\"++!RTP(F2$\"+_Y-ytF2$\"+/.\"> Q(F2$\"+OVG&Q(F2$\"+o$e')Q(F2$\"+U\")e\"R(F2$\"+;z^%R(F2$\"+D>1(R(F2$ \"+Mfg*R(F2$\"+s\\\"=S(F2$\"+5S-/uF2$\"+\"=UfS(F2$\"+_.'yS(F2$\"+bf_4u F2$\"+e:>6uF2$\"+\\yj7uF2$\"+ST39uF2$\"+'**R`T(F2$\"+_ef;uF2$\"+ZjouF2$\"+e1n?uF2$\"+&)G\\@uF2$\"+7^JAuF2$\"+v!HIU(F2 $\"+QIuBuF2$\"+#*HOCuF2$\"+YH)\\U(F2$\"+q7_DuF2$\"+%ffgU(F2$\"+Nq_EuF2 7aqF-$\"+baaaaF/Fdx$\"+#===e%F/Ffx$\"+\"44H;%F/Fhx$\"+OOc6RF/Fjx$\"+tS /^OF/F\\y$\"+&[JNN$F/F^y$\"+*)*))[.$F/F`y$\"+$p2^r#F/Fby$\"+%*Hi3CF/Fd y$\"+Gp\"Q7#F/Ffy$\"+Pfek=F/Fhy$\"+\\<$>j\"F/Fjy$\"+\\D9D9F/F\\z$\"+&> yDC\"F/F^z$\"+aH;#3\"F/F`z$\"++\">oT*!#7Fbz$\"+Ad^*=)FdzFez$\"+G67>rFd zFgz$\"+W'=n='FdzFiz$\"+hWBv`FdzF[[l$\"+jcVpYFdzF][l$\"+j\"Re0%FdzF_[l $\"++kdANFdzFa[l$\"+?0CfIFdzFc[l$\"+i9tcEFdzFe[l$\"+$\\2rI#FdzFg[l$\"+ 8vW.?FdzFi[l$\"+()fsR$Fe\\lFd]l$\"+%e0gx#Fe\\lFf]l$\" +^\\[5CFe\\lFh]l$\"+qE4$4#Fe\\lFj]l$\"+^<\\<=Fe\\lF\\^l$\"+X&z\"y:Fe\\ lF^^l$\"+8zPq8Fe\\lF`^l$\"+Sy$**=\"Fe\\lFb^l$\"+-mDL5Fe\\lFd^l$\"+]%e? (*)!#9Ff^l$\"+e7p!z(Fh^lFi^l7aqF-F-$\"+POOOwF/F\\_l$\"+>==QpF/F^_l$\"+ FFF>lF/F`_l$\"+bM2&3'F/Fb_l$\"+U\">#*e&F/Fd_l$\"+:$[\"e]F/Ff_l$\"+)[z^ _%F/Fh_l$\"+d;P9SF/Fj_l$\"+!)[pRNF/F\\`l$\"+GKk2JF/F^`l$\"+\\i))>FF/F` `l$\"+\"eP_P#F/Fb`l$\"+eO'42#F/Fd`l$\"+B\\g.=F/Ff`l$\"+])p%p:F/Fh`l$\" +(G>\\O\"F/Fj`l$\"+)=?l=\"F/F\\al$\"+u(>6.\"F/F^al$\"+-Tse*)FdzF`al$\" +rFR#y(FdzFbal$\"+Q>tfnFdzFdal$\"+n1'4(eFdzFfal$\"++Ut)4&FdzFhal$\"+qd )yU%FdzFjal$\"+b\"z^%QFdzF\\bl$\"+)=z!RLFdzF^bl$\"+7La**GFdzF`bl$\"+%z My^#FdzFbbl$\"+?pN'=#FdzFdbl$\"+Qn])*=FdzFfbl$\"+Fma[;FdzFhbl$\"+w=\\J 9FdzFjbl$\"+2D,V7FdzF\\cl$\"+kwMz5FdzF^cl$\"+#\\5BP*Fe\\lF`cl$\"+h/EQ \")Fe\\lFbcl$\"+vGpmqFe\\lFdcl$\"+Yg@OhFe\\lFfcl$\"+vRDG`Fe\\lFhcl$\"+ tfnEYFe\\lFjcl$\"+>\\ZFe\\lFfdl$\"+OV4A==!4)F/Fcel$\"+,+3MvF/Feel$\"+beL\")oF/Fgel$ \"+N&fX>'F/Fiel$\"+([1(=bF/F[fl$\"+Lwa!)[F/F]fl$\"+/Gu$H%F/F_fl$\"+Gu_ jPF/Fafl$\"+ck3!H$F/Fcfl$\"+-[xqGF/Fefl$\"+k5^,DF/Fgfl$\"+UFix@F/Fifl$ \"+86M%*=F/F[gl$\"+Rv2Z;F/F]gl$\"+KfcJ9F/F_gl$\"+#)[#RC\"F/Fagl$\"+uFn !3\"F/Fcgl$\"+y\\;(Q*FdzFegl$\"+)yiK:)FdzFggl$\"+q;/\"3(FdzFigl$\"+ng] \\hFdzF[hl$\"+PfJS`FdzF]hl$\"+;wZPYFdzF_hl$\"+>.1FSFdzFahl$\"+60%p\\$F dzFchl$\"+)*RdOIFdzFehl$\"+$G%zOEFdzFghl$\"+H^j*G#FdzFihl$\"+;]<))>Fdz F[il$\"+V6SE`OFe\\lFcjl$\"+-4==e))F/Fd[m$\"+$==1@)F/Ff[m$\"+bu<7uF/Fh[m$\"+( z>\")f'F/Fj[m$\"+p_uDeF/F\\\\m$\"+I(fu6&F/F^\\m$\"+N-**zWF/F`\\m$\"+E \"\\F\"RF/Fb\\m$\"+v_r6MF/Fd\\m$\"+qrOrHF/Ff\\m$\"+'Q$p&e#F/Fh\\m$\"+* zG([AF/Fj\\m$\"+2>$[&>F/F\\]m$\"+)*f\"))p\"F/F^]m$\"+Hq*fZ\"F/F`]m$\"+ yY>#G\"F/Fb]m$\"+2\"3P6\"F/Fd]m$\"+HAzs'*FdzFf]m$\"+n%40S)FdzFh]m$\"+f \"[_H(FdzFj]m$\"++I?NjFdzF\\^m$\"+H/P,bFdzF^^m$\"+8b?xZFdzF`^m$\"+GWJ[ TFdzFb^m$\"+%R\"=-OFdzFd^m$\"+*yFz7$FdzFf^m$\"+415;FFdzFh^m$\"+os[eBFd zFj^m$\"+oQ&z/#FdzF\\_m$\"+`TIymFe\\lF\\`m$\"+q!Rvu&Fe\\lF^`m$\"+a7v!*\\Fe\\lF``m$ \"+?1hLVFe\\lFb`m$\"+:m*Hw$Fe\\lFd`m$\"+Di^nKFe\\lFf`m$\"+PlFPGFe\\lFh `m$\"+GsojCFe\\lFj`m$\"+n!*GR@Fe\\lF\\am$\"+\")\\gd=Fe\\lF^am$\"+T2,8; Fe\\lF`am$\"+kEi+9Fe\\lFbam$\"+4,?;7Fe\\l7aqF-F-F-F-F-$\"+\"444H)F/Fga m$\"+\"444L(F/Fiam$\"+\"44$4kF/F[bm$\"+\"4p)zbF/F]bm$\"+\"*='*\\[F/F_b m$\"+q>&H@%F/Fabm$\"+SLveOF/Fcbm$\"+SQO\"F/ Facm$\"+UQh#=\"F/Fccm$\"+Cp*o-\"F/Fecm$\"+A_$o\"*)FdzFgcm$\"+E\"RFu(Fd zFicm$\"+1%QKs'FdzF[dm$\"+?s(z$eFdzF]dm$\"+.+Gp]FdzF_dm$\"+k&)z,WFdzFa dm$\"+Oc?AQFdzFcdm$\"+w(G*=LFdzFedm$\"+4$>>)GFdzFgdm$\"+$o^C]#FdzFidm$ \"+f#\\H<#FdzF[em$\"+EI$o)=FdzF]em$\"+X-RQ;FdzF_em$\"+#QgEU\"FdzFaem$ \"+ogLN7FdzFcem$\"+#4xE2\"FdzFeem$\"+BsN9$*Fe\\lFgem$\"+X'=z3)Fe\\lFie m$\"+$\\nH-(Fe\\lF[fm$\"+A/C)4'Fe\\lF]fm$\"+pQF&H&Fe\\lF_fm$\"+,a.)f%F e\\lFafm$\"+2Og#*RFe\\lFcfm$\"+K,*oY$Fe\\lFefm$\"+?$)R5IFe\\lFgfm$\"+E O,9EFe\\lFifm$\"+N;#)pAFe\\lF[gm$\"+P+&4(>Fe\\lF]gm$\"+99V6%F/F`hm$\"+(zY*4OF/Fbhm$\"+w?E6JF/Fdhm$\"+<.z'o#F/Ffhm$\"+F#pOK #F/Fhhm$\"+-/#=,#F/Fjhm$\"+el@V'**>w(Fe\\lFh[n$\"+iV& *RnFe\\lFj[n$\"+Mo[_eFe\\lF\\\\n$\"+nd(=3&Fe\\lF^\\n$\"+@Pt7WFe\\lF`\\ n$\"+A'*pJQFe\\lFb\\n$\"+U=E9Fe\\lF`]n$\"+*[.%Q7Fe\\lFb]n$\"+*fS`2\"Fe\\lFd]n$\"+%3&[P$*Fh^ lFf]n$\"+S6+3\")Fh^l7aqF-F-F-$\"+FFFFrF/F[^n$\"+XXX8dF/F]^n$\"+44h!o%F /F_^n$\"+<%>b*QF/Fa^n$\"+PL:zKF/Fc^n$\"+p+F$y#F/Fe^n$\"+Z@!oP#F/Fg^n$ \"+o\\\")Q?F/Fi^n$\"+_hmao#38F/F__n$\"+'f? @8\"F/Fa_n$\"+d?61)*FdzFc_n$\"+8re*\\)FdzFe_n$\"+T^zqtFdzFg_n$\"+SZ@%R 'FdzFi_n$\"+6FZ[bFdzF[`n$\"+X\\]:[FdzF]`n$\"+\\n$*zTFdzF_`n$\"+jJhGOFd zFa`n$\"+$3M-:$FdzFc`n$\"+@W1NFFdzFe`n$\"+w$*puBFdzFg`n$\"+f7(=1#FdzFi `n$\"+f%)G!z\"FdzF[an$\"+9)*\\a:FdzF]an$\"+v%z(\\8FdzF_an$\"++'G?<\"Fd zFaan$\"+J5p<5FdzFcan$\"+ws!o$))Fe\\lFean$\"+;<>twFe\\lFgan$\"+%p7Gm'F e\\lFian$\"+>a[&y&Fe\\lF[bn$\"+)y&oB]Fe\\lF]bn$\"+g*)>iVFe\\lF_bn$\"+; Y\"yy$Fe\\lFabn$\"+'ei!*G$Fe\\lFcbn$\"+cM)f&GFe\\lFebn$\"+q%H*zCFe\\lF gbn$\"+>#F/Ffdn$\"+Cq:R=F/F hdn$\"+9dqa:F/Fjdn$\"+I-&QK\"F/F\\en$\"+U+DL6F/F^en$\"+4ZYQ(*FdzF`en$ \"+AQL#R)FdzFben$\"+xGBZsFdzFden$\"+v#=yE'FdzFfen$\"+47sEaFdzFhen$\"+N zC-ZFdzFjen$\"+gv&o2%FdzF\\fn$\"+5<8ONFdzF^fn$\"+%pg!oIFdzF`fn$\"+Xl`i EFdzFbfn$\"+rM)4J#FdzFdfn$\"+)H\"31?FdzFffn$\"+WJbT^ \"FdzFjfn$\"+'RfFJ\"FdzF\\gn$\"+f2\")R6FdzF^gn$\"+e'*p'*)*Fe\\lF`gn$\" +ur?$f)Fe\\lFbgn$\"+Aw[huFe\\lFdgn$\"+H9()ykFe\\lFfgn$\"+nKpDcFe\\lFhg n$\"+%H*)[)[Fe\\lFjgn$\"+<,lTUFe\\lF\\hn$\"+167$o$Fe\\lF^hn$\"+LK9)>$F e\\lF`hn$\"+\"pGqx#Fe\\lFbhn$\"+qkO6CFe\\lFdhn$\"+*z`Q4#Fe\\lFfhn$\"+Y *\\\"==Fe\\lFhhn$\"+p$\\(y:Fe\\lFjhn$\"+P;(3P\"Fe\\lF\\in$\"+!)eO!>\"F e\\lF^in$\"+eyiL5Fe\\lF`in$\"+>&z_(*)Fh^lFbin$\"+Ll[$z(Fh^lFdin$\"+CHI nnFh^lFfin$\"+E\"Ri(eFh^lFhin$\"+XN]-^Fh^lFjin$\"+%GZ1V%Fh^lF\\jn$\"+a cDZQFh^lF^jn$\"+F.oSLFh^l7aqF-$\"+OOOOOF/Fcjn$\"+FFFFBF/Fejn$\"+\"44*) p\"F/Fgjn$\"+44*=K\"F/Fijn$\"+k::m5F/F[[o$\"+?[f\"z)FdzF][o$\"+'4GmN(F dzF_[o$\"+cG#)=iFdzFa[o$\"+?4S&H&FdzFc[o$\"+o,+LXFdzFe[o$\"+%)eQ&*QFdz Fg[o$\"+HN$pN$FdzFi[o$\"+^J*))*GFdzF[\\o$\"+5t72DFdzF]\\o$\"+%[)oq@Fdz F_\\o$\"+u\"**3)=FdzFa\\o$\"+CIuI;FdzFc\\o$\"+%o_WT\"FdzFe\\o$\"+yUAF7 FdzFg\\o$\"+=Y,l5FdzFi\\o$\"+%)Q$RC*Fe\\lF[]o$\"+#>DV-)Fe\\lF]]o$\"+wD @mpFe\\lF_]o$\"+#4%*z/'Fe\\lFa]o$\"+%eP5D&Fe\\lFc]o$\"+OICfXFe\\lFe]o$ \"+j)z'eRFe\\lFg]o$\"+qGGPMFe\\lFi]o$\"+\\]f%)HFe\\lF[^o$\"+s&[:f#Fe\\ lF]^o$\"+2tF]AFe\\lF_^o$\"+=d&R&>Fe\\lFa^o$\"+Z+m'p\"Fe\\lFc^o$\"+U%[K Z\"Fe\\lFe^o$\"+$Hd#z7Fe\\lFg^o$\"+w9\"36\"Fe\\lFi^o$\"+!)eYX'*Fh^lF[_ o$\"+'>:aP)Fh^lF]_o$\"+%y*fssFh^lF__o$\"+wu*\\J'Fh^lFa_o$\"+[l[$[&Fh^l Fc_o$\"+?NYhZFh^lFe_o$\"+K9^MTFh^lFg_o$\"+3=6!f$Fh^lFi_o$\"+8YRF2$\"+\"=#[\"*>F2$\"+W #GT.#F2$\"+2Vxw?F2$\"+'oS>6#F2$\"+lq5Z@F2$\"+xN`w@F2$\"+*3gf?#F2$\"+!Q N3B#F2$\"+r1rbAF2$\"+vA*oF#F2$\"+zQ2)H#F2$\"+!)e?;BF2$\"+\")yLMBF2$\"+ D%>*\\BF2$\"+p4]lBF2$\"+.(G*yBF2$\"+PkN#R#F2$\"+5?&RS#F2$\"+$eZbT#F2$ \"+#4wbU#F2$\"+,YgNCF2$\"+btGWCF2$\"+4,(HX#F2$\"+1P\\gCF2$\"+.t,oCF2$ \"+v-auCF2$\"+ZK1\"[#F2$\"+e5s'[#F2$\"+p)yB\\#F2$\"+mxG(\\#F2$\"+jm>-D F2$\"+@nX1DF2$\"+znr5DF2$\"+`VT9DF2$\"+F>6=DF2$\"+d;K@DF2$\"+(QJX_#F2$ \"+syJFDF2$\"+dV5IDF2$\"+bN_KDF2$\"+`F%\\`#F2$\"+oJ/PDF2$\"+$eV\"RDF2$ \"+!Gn4a#F2$\"+x4zUDF2$\"+\\WPWDF2$\"+@z&fa#F2$\"+MGLZDF2$\"+Zxq[DF2$ \"+&e,*\\DF2$\"+Ba4^DF2$\"+U?8_DF2$\"+h'oJb#F2$\"+s(oSb#F2$\"+$))o\\b# F2$\"+l/vbDF2$\"+Z?`cDF2$\"+62@dDF2$\"+v$*)yb#F2$\"+u'y%eDF2$\"+tz1fDF 2$\"+w'z&fDF2$\"+z84gDF2$\"+/d`gDF2$\"+H+)4c#F2$\"+[eOhDF2$\"+n;vhDF2$ \"+%o'3iDF2$\"+,lDF2$\"+URIlDF2$\"+>ATlDF2$ \"+Ri]lDF2$\"+f-glDF2$\"+**=olDF2$\"+RNwlDF2$\"+HW$ec#F2$\"+>`!fc#F2$ \"+vo'fc#F2-%*AXESSTYLEG6#%$BOXG-%+AXESLABELSG6%%$rowG%'columnG%\"AG-% +PROJECTIONG6%$!#g\"\"!$\"#qF_^pF'" 1 2 0 1 10 0 2 1 1 2 2 1.000000 70.000000 -60.000000 1 0 "Curve 1" }}}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 88 "#animation\nfor t from 0 to count do\n S||t := [se q([j-1,Pt[j,t+1]],j=1..N+1)]:\n od:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 158 "probs := display([seq(pointplot(S||t,symbol=circle), t=0..count)],insequence=true, axes=boxed,\nview =[-0.5..N+.5,0..1],col or=red,title=`probs `):\nprint(probs);" }}{PARA 13 "" 1 "" {GLPLOT2D 400 300 300 {PLOTDATA 2 "6'-%(ANIMATEG6aq7#-%'POINTSG6.7$$\"\"!F,$\"+ \"4444*!#67$$\"\"\"F,F-7$$\"\"#F,F-7$$\"\"$F,F-7$$\"\"%F,F-7$$\"\"&F,F -7$$\"\"'F,F-7$$\"\"(F,F-7$$\"\")F,F-7$$\"\"*F,F-7$$\"#5F,F--%'SYMBOLG 6#%'CIRCLEG7#-F(6.7$F+$\"+baaa9!#57$F1$\"+baaaaF/F3F6F9F==QpF/Fdp7$F:$\"+>==e ))F/F<7$F@$\"+sss7zF/Fgp7$FF$\"+FFFZUF/Fjp7$FL$\"+sssc;FXFN7#-F(6.7$F+ $\"+\"44*eEFX7$F1$\"+\"44H;%F/Ffq7$F7$\"+>==!4)F/Fiq7$F=$\"+\"444H)F/F \\r7$FC$\"+XXX8dF/F_r7$FI$\"+\"44*)p\"F/7$FL$\"+\"==)\\lF/F^s7$F:$\"+$==1@)F/Fas7$F@$\"+jjVWnF/Fds 7$FF$\"+tss/LF/Fgs7$FL$\"+XXx<=FXFN7#-F(6.7$F+$\"+#=e%eJFX7$F1$\"+OOc6 RF/Fct7$F7$\"+,+3MvF/Fft7$F=$\"+\"444L(F/Fit7$FC$\"+44h!o%F/F\\u7$FI$ \"+44*=K\"F/7$FL$\"+44t&)=FXFN7#-F(6.7$F+$\"++?:$R$FXFhu7$F4$\"+bM2&3' F/F[v7$F:$\"+bu<7uF/F^v7$F@$\"+\"=I2u&F/Fav7$FF$\"+4*y`m#F/Fdv7$FL$\"+ XlgQ>FXFN7#-F(6.7$F+$\"+=e%yi$FX7$F1$\"+tS/^OF/F`w7$F7$\"+beL\")oF/Fcw 7$F=$\"+\"44$4kF/Ffw7$FC$\"+<%>b*QF/Fiw7$FI$\"+k::m5F/7$FL$\"+\"=#[\"* >FXFN7#-F(6.7$F+$\"+i%3p%QFXFex7$F4$\"+U\">#*e&F/Fhx7$F:$\"+(z>\")f'F/ F[y7$F@$\"+'GN5!\\F/F^y7$FF$\"+0()*y>#F/Fay7$FL$\"+W#GT.#FXFN7#-F(6.7$ F+$\"+16(f1%FX7$F1$\"+&[JNN$F/F]z7$F7$\"+N&fX>'F/F`z7$F=$\"+\"4p)zbF/F cz7$FC$\"+PL:zKF/Ffz7$FI$\"+?[f\"z)!#77$FL$\"+2Vxw?FXFN7#-F(6.7$F+$\"+ &*H=nUFXFb[l7$F4$\"+:$[\"e]F/Fe[l7$F:$\"+p_uDeF/Fh[l7$F@$\"+Q'R%*>%F/F [\\l7$FF$\"+Cq:R=F/F^\\l7$FL$\"+'oS>6#FXFN7#-F(6.7$F+$\"+%)[RoWFX7$F1$ \"+*)*))[.$F/F[]l7$F7$\"+([1(=bF/F^]l7$F=$\"+\"*='*\\[F/Fa]l7$FC$\"+p+ F$y#F/Fd]l7$FI$\"+'4GmN(Fa\\l7$FL$\"+lq5Z@FXFN7#-F(6.7$F+$\"+B#)[]YFXF `^l7$F4$\"+)[z^_%F/Fc^l7$F:$\"+I(fu6&F/Ff^l7$F@$\"+(zY*4OF/Fi^l7$FF$\" +9dqa:F/F\\_l7$FL$\"+xN`w@FXFN7#-F(6.7$F+$\"+i:eK[FX7$F1$\"+$p2^r#F/Fh _l7$F7$\"+Lwa!)[F/F[`l7$F=$\"+q>&H@%F/F^`l7$FC$\"+Z@!oP#F/Fa`l7$FI$\"+ cG#)=iFa\\l7$FL$\"+*3gf?#FXFN7#-F(6.7$F+$\"+C!)[&*\\FXF]al7$F4$\"+d;P9 SF/F`al7$F:$\"+N-**zWF/Fcal7$F@$\"+w?E6JF/Ffal7$FF$\"+I-&QK\"F/Fial7$F L$\"+!QN3B#FXFN7#-F(6.7$F+$\"+'[%Re^FX7$F1$\"+%*Hi3CF/Febl7$F7$\"+/Gu$ H%F/Fhbl7$F=$\"+SLveOF/F[cl7$FC$\"+o\\\")Q?F/F^cl7$FI$\"+?4S&H&Fa\\l7$ FL$\"+r1rbAFXFN7#-F(6.7$F+$\"+m=\"HI&FXFjcl7$F4$\"+!)[pRNF/F]dl7$F:$\" +E\"\\F\"RF/F`dl7$F@$\"+<.z'o#F/Fcdl7$FF$\"+U+DL6F/Ffdl7$FL$\"+vA*oF#F XFN7#-F(6.7$F+$\"+Y#HuW&FX7$F1$\"+Gp\"Q7#F/Fbel7$F7$\"+Gu_jPF/Feel7$F= $\"+SQFF/Fgil7$F:$\"+qrOrHF/Fjil7$F@$\"+-/#=,#F/F]j l7$FF$\"+AQL#R)Fa\\lF`jl7$FL$\"+D%>*\\BFXFN7#-F(6.7$F+$\"+!fPg#fFX7$F1 $\"+\\<$>j\"F/F\\[m7$F7$\"+-[xqGF/F_[m7$F=$\"+4\"RcR#F/Fb[m7$FC$\"+!>o #38F/Fe[m7$FI$\"+HN$pN$Fa\\l7$FL$\"+p4]lBFXFN7#-F(6.7$F+$\"+&\\`R-'FXF a\\m7$F4$\"+\"eP_P#F/Fd\\m7$F:$\"+'Q$p&e#F/Fg\\m7$F@$\"+el@VyDC\"F/Ff` m7$F7$\"+UFix@F/Fi`m7$F=$\"+$o/j!=F/F\\am7$FC$\"+d?61)*Fa\\lF_am7$FI$ \"+5t72DFa\\l7$FL$\"+$eZbT#FXFN7#-F(6.7$F+$\"+)>TuO'FXF[bm7$F4$\"+B\\g .=F/F^bm7$F:$\"+2>$[&>F/Fabm7$F@$\"+(f))3J\"F/Fdbm7$FF$\"+47sEaFa\\lFg bm7$FL$\"+#4wbU#FXFN7#-F(6.7$F+$\"+!*e*>W'FX7$F1$\"+aH;#3\"F/Fccm7$F7$ \"+86M%*=F/Ffcm7$F=$\"+@fYo:F/Ficm7$FC$\"+8re*\\)Fa\\lF\\dm7$FI$\"+%[) oq@Fa\\l7$FL$\"+,YgNCFXFN7#-F(6.7$F+$\"+nc#p]'FXFhdm7$F4$\"+])p%p:F/F[ em7$F:$\"+)*f\"))p\"F/F^em7$F@$\"+&fht8\"F/Faem7$FF$\"+NzC-ZFa\\lFdem7 $FL$\"+btGWCFXFN7#-F(6.7$F+$\"+Wa&=d'FX7$F1$\"++\">oT*Fa\\lF`fm7$F7$\" +Rv2Z;F/Fcfm7$F=$\"+cL%>O\"F/Fffm7$FC$\"+T^zqtFa\\lFifm7$FI$\"+u\"**3) =Fa\\l7$FL$\"+4,(HX#FXFN7#-F(6.7$F+$\"+fjNGmFXFegm7$F4$\"+(G>\\O\"F/Fh gm7$F:$\"+Hq*fZ\"F/F[hm7$F@$\"+40Dq)*Fa\\lF^hm7$FF$\"+gv&o2%Fa\\lFahm7 $FL$\"+1P\\gCFXFN7#-F(6.7$F+$\"+us&[o'FX7$F1$\"+Ad^*=)Fa\\lF]im7$F7$\" +KfcJ9F/F`im7$F=$\"+UQh#=\"F/Fcim7$FC$\"+SZ@%R'Fa\\lFfim7$FI$\"+CIuI;F a\\l7$FL$\"+.t,oCFXFN7#-F(6.7$F+$\"+oV*Rt'FXFbjm7$F4$\"+)=?l=\"F/Fejm7 $F:$\"+yY>#G\"F/Fhjm7$F@$\"+7U)pc)Fa\\lF[[n7$FF$\"+5<8ONFa\\lF^[n7$FL$ \"+v-auCFXFN7#-F(6.7$F+$\"+i98$y'FX7$F1$\"+G67>rFa\\lFj[n7$F7$\"+#)[#R C\"F/F]\\n7$F=$\"+Cp*o-\"F/F`\\n7$FC$\"+6FZ[bFa\\lFc\\n7$FI$\"+%o_WT\" Fa\\l7$FL$\"+ZK1\"[#FXFN7#-F(6.7$F+$\"+*=Ye#oFXF_]n7$F4$\"+u(>6.\"F/Fb ]n7$F:$\"+2\"3P6\"F/Fe]n7$F@$\"+B8nOuFa\\lFh]n7$FF$\"+%pg!oIFa\\lF[^n7 $FL$\"+e5s'[#FXFN7#-F(6.7$F+$\"+;4cooFX7$F1$\"+W'=n='Fa\\lFg^n7$F7$\"+ uFn!3\"F/Fj^n7$F=$\"+A_$o\"*)Fa\\lF]_n7$FC$\"+X\\]:[Fa\\lF`_n7$FI$\"+y UAF7Fa\\l7$FL$\"+p)yB\\#FXFN7#-F(6.7$F+$\"+G7o0pFXF\\`n7$F4$\"+-Tse*)F a\\lF_`n7$F:$\"+HAzs'*Fa\\lFb`n7$F@$\"+cq.ckFa\\lFe`n7$FF$\"+Xl`iEFa\\ lFh`n7$FL$\"+mxG(\\#FXFN7#-F(6.7$F+$\"+S:!G%pFX7$F1$\"+hWBv`Fa\\lFdan7 $F7$\"+y\\;(Q*Fa\\lFgan7$F=$\"+E\"RFu(Fa\\lFjan7$FC$\"+\\n$*zTFa\\lF]b n7$FI$\"+=Y,l5Fa\\l7$FL$\"+jm>-DFXFN7#-F(6.7$F+$\"+ZH0vpFXFibn7$F4$\"+ rFR#y(Fa\\lF\\cn7$F:$\"+n%40S)Fa\\lF_cn7$F@$\"+*pd]g&Fa\\lFbcn7$FF$\"+ rM)4J#Fa\\lFecn7$FL$\"+@nX1DFXFN7#-F(6.7$F+$\"+aVI2qFX7$F1$\"+jcVpYFa \\lFadn7$F7$\"+)yiK:)Fa\\lFddn7$F=$\"+1%QKs'Fa\\lFgdn7$FC$\"+jJhGOFa\\ lFjdn7$FI$\"+%)Q$RC*!#87$FL$\"+znr5DFXFN7#-F(6.7$F+$\"+o4KNqFXFfen7$F4 $\"+Q>tfnFa\\lFien7$F:$\"+f\"[_H(Fa\\lF\\fn7$F@$\"+gKYm[Fa\\lF_fn7$FF$ \"+)H\"31?Fa\\lFbfn7$FL$\"+`VT9DFXFN7#-F(6.7$F+$\"+#ePL1(FX7$F1$\"+j\" Re0%Fa\\lF_gn7$F7$\"+q;/\"3(Fa\\lFbgn7$F=$\"+?s(z$eFa\\lFegn7$FC$\"+$3 M-:$Fa\\lFhgn7$FI$\"+#>DV-)Fefn7$FL$\"+F>6=DFXFN7#-F(6.7$F+$\"+^\"Fa\\lF]\\o7$FL$\"+syJFDFXFN7#-F(6.7$F+$\"+o&yU:(FX7$F 1$\"+?0CfIFa\\lFi\\o7$F7$\"+PfJS`Fa\\lF\\]o7$F=$\"+k&)z,WFa\\lF_]o7$FC $\"+w$*puBFa\\lFb]o7$FI$\"+#4%*z/'Fefn7$FL$\"+dV5IDFXFN7#-F(6.7$F+$\"+ 6SjsrFXF^^o7$F4$\"+qd)yU%Fa\\lFa^o7$F:$\"+8b?xZFa\\lFd^o7$F@$\"+_!Rb=$ Fa\\lFg^o7$FF$\"+'RfFJ\"Fa\\lFj^o7$FL$\"+bN_KDFXFN7#-F(6.7$F+$\"+a%*)4 >(FX7$F1$\"+i9tcEFa\\lFf_o7$F7$\"+;wZPYFa\\lFi_o7$F=$\"+Oc?AQFa\\lF\\` o7$FC$\"+f7(=1#Fa\\lF_`o7$FI$\"+%eP5D&Fefn7$FL$\"+`F%\\`#FXFN7#-F(6.7$ F+$\"+V)Hp?(FXF[ao7$F4$\"+b\"z^%QFa\\lF^ao7$F:$\"+GWJ[TFa\\lFaao7$F@$ \"+4]+mFFa\\lFdao7$FF$\"+f2\")R6Fa\\lFgao7$FL$\"+oJ/PDFXFN7#-F(6.7$F+$ \"+K-(GA(FX7$F1$\"+$\\2rI#Fa\\lFcbo7$F7$\"+>.1FSFa\\lFfbo7$F=$\"+w(G*= LFa\\lFibo7$FC$\"+f%)G!z\"Fa\\lF\\co7$FI$\"+OICfXFefn7$FL$\"+$eV\"RDFX FN7#-F(6.7$F+$\"+xGrOsFXFhco7$F4$\"+)=z!RLFa\\lF[do7$F:$\"+%R\"=-OFa\\ lF^do7$F@$\"+&eW>)GFa\\lFfeo7$FC$\"+9)*\\a:Fa\\lFieo7$FI$\"+j)z'eRFefn7$FL$\" +x4zUDFXFN7#-F(6.7$F+$\"+2idisFXFefo7$F4$\"+7La**GFa\\lFhfo7$F:$\"+*yF z7$Fa\\lF[go7$F@$\"+7wY&3#Fa\\lF^go7$FF$\"+ur?$f)FefnFago7$FL$\"+\\WPW DFXFN7#-F(6.7$F+$\"+#*ofusFX7$F1$\"+()fsRFa\\lFg`p7$F=$\"+X-RQ;Fa\\lFj`p7$FC$\"+ws!o$))FefnF]ap7$F I$\"+2tF]AFefn7$FL$\"+h'oJb#FXFN7#-F(6.7$F+$\"+3%yhL(FXFiap7$F4$\"+Fma [;Fa\\lF\\bp7$F:$\"+`TIytwFefnFjc p7$FI$\"+=d&R&>Fefn7$FL$\"+$))o\\b#FXFN7#-F(6.7$F+$\"++y%*[tFXFfdp7$F4 $\"+w=\\J9Fa\\lFidp7$F:$\"+'ocTa\"Fa\\lF\\ep7$F@$\"+ccXH5Fa\\lF_ep7$FF $\"+<,lTUFefnFbep7$FL$\"+l/vbDFXFN7#-F(6.7$F+$\"+oD)[N(FX7$F1$\"+c7&*) e)FefnF^fp7$F7$\"+i24*\\\"Fa\\lFafp7$F=$\"+ogLN7Fa\\lFdfp7$FC$\"+%p7Gm 'FefnFgfp7$FI$\"+Z+m'p\"Fefn7$FL$\"+Z?`cDFXFN7#-F(6.7$F+$\"+Rf.gtFXFcg p7$F4$\"+2D,V7Fa\\lFfgp7$F:$\"+Yz$3M\"Fa\\lFigp7$F@$\"+))=.R*)FefnF\\h p7$FF$\"+167$o$FefnF_hp7$FL$\"+62@dDFXFN7#-F(6.7$F+$\"+5$*=ltFX7$F1$\" +U]2euFefnF[ip7$F7$\"+qxq,8Fa\\lF^ip7$F=$\"+#4xE2\"Fa\\lFaip7$FC$\"+>a [&y&FefnFdip7$FI$\"+U%[KZ\"Fefn7$FL$\"+v$*)yb#FXFN7#-F(6.7$F+$\"+bTmpt FXF`jp7$F4$\"+kwMz5Fa\\lFcjp7$F:$\"+j$*Gk6Fa\\lFfjp7$F@$\"+>'**>w(Fefn Fijp7$FF$\"+LK9)>$FefnF\\[q7$FL$\"+u'y%eDFXFN7#-F(6.7$F+$\"++!RTP(FX7$ F1$\"+%)f3wkFefnFh[q7$F7$\"+$o7.8\"Fa\\lF[\\q7$F=$\"+BsN9$*FefnF^\\q7$ FC$\"+)y&oB]FefnFa\\q7$FI$\"+$Hd#z7Fefn7$FL$\"+tz1fDFXFN7#-F(6.7$F+$\" +_Y-ytFXF]]q7$F4$\"+#\\5BP*FefnF`]q7$F:$\"+2l)4,\"Fa\\lFc]q7$F@$\"+iV& *RnFefnFf]q7$FF$\"+\"pGqx#FefnFi]q7$FL$\"+w'z&fDFXFN7#-F(6.7$F+$\"+/. \">Q(FX7$F1$\"+&H'QBcFefnFe^q7$F7$\"+RK%[\")*FefnFh^q7$F=$\"+X'=z3)Fef nF[_q7$FC$\"+g*)>iVFefnF^_q7$FI$\"+w9\"36\"Fefn7$FL$\"+z84gDFXFN7#-F(6 .7$F+$\"+OVG&Q(FXFj_q7$F4$\"+h/EQ\")FefnF]`q7$F:$\"+$[)oy()FefnF``q7$F @$\"+Mo[_eFefnFc`q7$FF$\"+qkO6CFefnFf`q7$FL$\"+/d`gDFXFN7#-F(6.7$F+$\" +o$e')Q(FX7$F1$\"+xi&H)[FefnFbaq7$F7$\"+us^A&)FefnFeaq7$F=$\"+$\\nH-(F efnFhaq7$FC$\"+;Y\"yy$FefnF[bq7$FI$\"+!)eYX'*!#97$FL$\"+H+)4c#FXFN7#-F (6.7$F+$\"+U\")e\"R(FXFgbq7$F4$\"+vGpmqFefnFjbq7$F:$\"+1uyAwFefnF]cq7$ F@$\"+nd(=3&FefnF`cq7$FF$\"+*z`Q4#FefnFccq7$FL$\"+[eOhDFXFN7#-F(6.7$F+ $\"+;z^%R(FX7$F1$\"+Dd,SUFefnF`dq7$F7$\"+%f\\.S(FefnFcdq7$F=$\"+A/C)4' FefnFfdq7$FC$\"+'ei!*G$FefnFidq7$FI$\"+'>:aP)Ffcq7$FL$\"+n;vhDFXFN7#-F (6.7$F+$\"+D>1(R(FXFeeq7$F4$\"+Yg@OhFefnFheq7$F:$\"+\"4%3>mFefnF[fq7$F @$\"+@Pt7WFefnF^fq7$FF$\"+Y*\\\"==FefnFafq7$FL$\"+%o'3iDFXFN7#-F(6.7$F +$\"+Mfg*R(FX7$F1$\"+G'H$FefnFjiq7$F7$\"+K]#)zbFefnF]jq7$F=$\"+,a.)f% FefnF`jq7$FC$\"+q%H*zCFefnFcjq7$FI$\"+wu*\\J'Ffcq7$FL$\"+4N+jDFXFN7#-F (6.7$F+$\"+\"=UfS(FXF_[r7$F4$\"+tfnEYFefnFb[r7$F:$\"+a7v!*\\FefnFe[r7$ F@$\"+U=\\Z\"FefnFh^r7$FL$\"+[!GPc#FXFN7#-F(6.7$ F+$\"+e:>6uFX7$F1$\"+^\\[5CFefnFd_r7$F7$\"+Sj:2UFefnFg_r7$F=$\"+K,*oY$ FefnFj_r7$FC$\"+=,&)p=FefnF]`r7$FI$\"+?NYhZFfcq7$FL$\"+(QZRc#FXFN7#-F( 6.7$F+$\"+\\yj7uFXFi`r7$F4$\"+%y([)[$FefnF\\ar7$F:$\"+:m*Hw$FefnF_ar7$ F@$\"+Chm3DFefnFbar7$FF$\"+eyiL5FefnFear7$FL$\"+Yy8kDFXFN7#-F(6.7$F+$ \"+ST39uFX7$F1$\"+qE4$4#FefnFabr7$F7$\"+$3$>`OFefnFdbr7$F=$\"+?$)R5IFe fnFgbr7$FC$\"+lJkB;FefnFjbr7$FI$\"+K9^MTFfcq7$FL$\"+0$GVc#FXFN7#-F(6.7 $F+$\"+'**R`T(FXFfcr7$F4$\"+=H:HIFefnFicr7$F:$\"+Di^nKFefnF\\dr7$F@$\" +F_My@FefnF_dr7$FF$\"+>&z_(*)FfcqFbdr7$FL$\"+&o$\\kDFXFN7#-F(6.7$F+$\" +_ef;uFX7$F1$\"+^<\\<=FefnF^er7$F7$\"+-4uFXF`ir7$F4$\"+*=jRG#FefnFcir7$F:$\"+GsojCFefnFfir7$F@$\"+x&eCk \"FefnFiir7$FF$\"+CHInnFfcqF\\jr7$FL$\"+p42lDFXFN7#-F(6.7$F+$\"+e1n?uF X7$F1$\"+8zPq8FefnFhjr7$F7$\"+8wz\"R#FefnF[[s7$F=$\"+P+&4(>FefnF^[s7$F C$\"+1;-j5FefnFa[s7$FI$\"+q6#pq#Ffcq7$FL$\"+lc>lDFXFN7#-F(6.7$F+$\"+&) G\\@uFXF]\\s7$F4$\"+L(HK)>FefnF`\\s7$F:$\"+n!*GR@FefnFc\\s7$F@$\"+yH>E 9FefnFf\\s7$FF$\"+E\"Ri(eFfcqFi\\s7$FL$\"+URIlDFXFN7#-F(6.7$F+$\"+7^JA uFX7$F1$\"+Sy$**=\"FefnFe]s7$F7$\"+L`'o2#FefnFh]s7$F=$\"+99V6ATlDFXFN7#-F(6.7$F+$ \"+v!HIU(FXFj^s7$F4$\"+OV4A`!fc#FXFN7#-F(6.7$ F+$\"+Nq_EuFXFags7$F4$\"+g%zu7\"FefnFdgs7$F:$\"+4,?;7FefnFggs7$F@$\"+S 6+3\")FfcqFjgs7$FF$\"+F.oSLFfcqF]hs7$FL$\"+vo'fc#FXFN-%'COLOURG6&%$RGB G$\"*++++\"!\")F+F+-%*AXESSTYLEG6#%$BOXG-%&TITLEG6#%'probs~G-%%VIEWG6$ ;$!\"&!\"\"$\"$0\"F][t;F+F1" 1 2 0 1 10 0 2 6 1 2 2 1.000000 45.000000 45.000000 0 0 "Curve 1" }}}}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 25 "diagonalization functions" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2064 "# functions\neigplot := proc(A)\n local eigs,eigpoints,unitc ircle,m,t;\n eigs := eigenvalues(A);\n eigpoints := [seq([evalc(Re(e)) ,evalc(Im(e))],e=eigs)];\n m := max(seq(abs(e), e=eigs),1.1);\n unitci rcle := [cos(t),sin(t),t=0..2*Pi];\n display(\{plot(unitcircle,color=r ed,style=point,symbol=point, numpoints=200), \n plot(\{[t,0,t= -m..m],[0,t,t=-m..m]\},color=red,\n style=point,symbol=p oint, numpoints=100),\n plot(eigpoints,style=point,symbol=circ le,color=black)\},\n axes=boxed,scaling=constrained);\n end:\n \nrealEVsortfunction := proc(ev1,ev2)\n if Re(ev1[1]) < Re(ev2[1]) \+ \n then RETURN(true);\n fi:\n if Re(ev1[1]) > Re(ev2[1] )\n then RETURN(false);\n fi:\n if Im(ev1[1]) < Im(ev2[ 1])\n then RETURN(true);\n fi;\n RETURN(false); \n \+ end:\n\nabsEVsortfunction := proc(ev1,ev2)\n if evalf(abs(ev1[1])) < evalf(abs(ev2[2])) \n then RETURN(true);\n fi:\n if \+ (evalf(abs(ev1[1])) > evalf(abs(ev2[2]))) \n or (evalf(abs(ev2[2 ]))=0)\n then RETURN(false);\n fi:\n if evalf(argument(e v1[1])) < evalf(argument(ev2[2])) \n then RETURN(true);\n \+ fi:\n RETURN(false); \n end:\n\n\nrealsortedeigenvectors := pr oc(A)\n local EV;\n EV := [eigenvectors(A)];\n EV := sort(EV,rea lEVsortfunction);\n RETURN(EV);\n end: \n \ndiagonalizer := pr oc(A)\n local EV,Q,L,k,j,m;\n EV := [eigenvectors(A)];\n L := [];\n Q := matrix(rowdim(A),0);\n for j from 1 to nops(EV) do\n m := E V[j,2];\n L := [op(L),seq(EV[j,1],k=1..m)];\n for k from 1 to m \+ \n do Q := augment(Q,EV[j,3,k]);\n od;\n od:\n RETUR N(copy(Q),L);\n end:\n\nrealsorteddiagonalizer := proc(A)\n local EV ,Q,L,k,j,m;\n EV := realsortedeigenvectors(A);\n L := [];\n Q := ma trix(rowdim(A),0);\n for j from 1 to nops(EV) do\n m := EV[j,2];\n L := [op(L),seq(EV[j,1],k=1..m)];\n for k from 1 to m \n \+ do Q := augment(Q,EV[j,3,k]);\n od;\n od:\n RETURN(copy(Q) ,L);\n end:\n\nE := proc(n,L)\n local Q,j;\n Q := matrix(n,n,0);\n \+ for j in L do Q[j,j] := 1; od;\n RETURN(copy(Q));\n end: \n" }}}} {SECT 0 {PARA 3 "" 0 "" {TEXT -1 63 "speed of convergence, diagonaliza tion and limiting distribution" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 28 "eigenvalues(P);\neigplot(P);\n" }}{PARA 12 "" 1 "" {XPPMATH 20 " 6-$\"\"\"\"\"!F#$\"+EFT=$*!#5$!+EFT=$*F($\"+KetFIF($!+KetFIF($!+=`rEzF ($\"+=`rEzF($!+'y&4fdF($\"+'y&4fdF($F%F%" }}{PARA 13 "" 1 "" {GLPLOT2D 400 300 300 {PLOTDATA 2 "6*-%'CURVESG6&7dw7$$\"\"\"\"\"!$F*F *7$$\"39hz..Ta%***!#=$\"3ntS%o')\\GI$!#>7$$\"3u]nOvO#4)**F/$\"3S\\4BBm $Q<'F27$$\"3C:z+@kvb**F/$\"3!=e01\"3N'R*F27$$\"3hC9'[0<*>**F/$\"3qTe-M ..j7F/7$$\"3O?og&f?Q()*F/$\"3k7gjV9c$e\"F/7$$\"3WN#H'p@$=#)*F/$\"3].Ei &ee#z=F/7$$\"3%e78@Bs'e(*F/$\"3'=+&Qouk$=#F/7$$\"3E(**==lKMo*F/$\"3AAA CjNA'\\#F/7$$\"3/q1P6JZ)f*F/$\"3^noVY(H_!GF/7$$\"3g],8Ivz+&*F/$\"3`J' \\-_r+7$F/7$$\"3O^uQT&4iS*F/$\"3q)o$Hrre%R$F/7$$\"3;0:j)\\T-H*F/$\"3)y 6:r#4>+PF/7$$\"3g)R)[S.\"Q;*F/$\"3qsSJE82.SF/7$$\"3piv?l'GE.*F/$\"3A8m .(Hw3H%F/7$$\"3QMXz^2n0*)F/$\"3]x,:q$>&[XF/7$$\"3E@*3h<_^u)F/$\"3'R$)p Xw!)*\\[F/7$$\"3R'f\">qJ=,')F/$\"3[a8z,e%45&F/7$$\"3SF%eLbiYU)F/$\"3_Y =GZ6\\(Q&F/7$$\"3])G:YcV/E)F/$\"3l!*H6560OcF/7$$\"3y-$G=(H&egnoF/7$$\"3JQk3O$\\`.(F/$\"3KiV[lng1rF/7$$\"3'pm\"o,SpDoF/$\"3pN j35y?3tF/7$$\"3'H`F=%)zFf'F/$\"3nB@%=)G**=vF/7$$\"3O)=J.=F`M'F/$\"3Bm9 &*=+'*GxF/7$$\"3?va'[Bun4'F/$\"31z@9@j\\EzF/7$$\"3G2hCRUV]eF/$\"3e@*R, o>+6)F/7$$\"3'=(4`,zXqbF/$\"3IJ,e/y\"[I)F/7$$\"3xqzN5(\\LJ&F/$\"3[C=;Z)F/7$$\"34#\\Q3$*GL.&F/$\"3@I\\-pe#4k)F/7$$\"3%f??;tD\\x%F/$\"3g=& )Q\\yN'y)F/7$$\"3I!p:p9Fw[%F/$\"3d6meI&4l$*)F/7$$\"37!HY4))*)H@%F/$\"3 waCQi!=#p!*F/7$$\"3$p+?l.H<#RF/$\"3#GDvvA:*)>*F/7$$\"32'o10.7Jj$F/$\"3 *)R\"4.VymJ*F/7$$\"35PVh@!zrK$F/$\"38^/QMSEI%*F/7$$\"3MqqEJcfKT#F/$\"3 \\],3`7W/(*F/7$$\"31nW/WL+G@F/$\"39W1&[0d4x*F/7$$\"3[\"=q%>t$))z\"F/$ \"3&4r?%)yyo$)*F/7$$\"3\"[!*Q#[()p-:F/$\"3Ca\\7X,X'))*F/7$$\"3)\\6([+v Y&=\"F/$\"3ar*G+s%[H**F/7$$\"3MnEY=T%p!))F2$\"3')o[yvL9h**F/7$$\"3z0Zo 6iE8aF2$\"3!f8_]_P`)**F/7$$\"3q([ye:'QpCF2$\"3_%)[1,1&p***F/7$$!3M]IN? i,W()!#?$\"3ejTf.xh****F/7$$!3YQ/Abd9@RF2$\"3k4)y1N4B***F/7$$!39^%*p#3 L&\\sF2$\"3Y'>0x^(ot**F/7$$!3qDmgoH]65F/$\"3'p`J?c6([**F/7$$!3ay&3H(p \"oL\"F/$\"3n_T$\\?V-\"**F/7$$!3I6\"Q;!fp\\;F/$\"3Y%*e:Pl)H')*F/7$$!3! ye#))Q.sg>F/$\"3#=F&4\\\\*e!)*F/7$$!39%[/=7^'oAF/$\"3qdn<')=ER(*F/7$$! 3'QqU^6fBc#F/$\"3s]*e_vUhm*F/7$$!3-hd$Rq;s(GF/$\"3-5Cm-29x&*F/7$$!31`o nnoVuJF/$\"3O=rk\\7x#[*F/7$$!3%H'))*[b2R[$F/$\"3])>LO\"R\\t$*F/7$$!3EF G:bf#3w$F/$\"3w\\58N9'eE*F/7$$!3wJh/%)4+jSF/$\"3m)\\-!\\pRP\"*F/7$$!3Q !)RgL!H$[VF/$\"3,JWi#e6^+*F/7$$!3%Ga0Y]x'GYF/$\"3i11)H\\tU'))F/7$$!33< !p8cLm\"\\F/$\"3q\\B)fg`yq)F/7$$!3kQ?!)F/7$$!3l*y&)Qs=MA'F/$\"3)>&)>h[bu#yF/7$$!37!>W\\ jN]$yX*pF/7$$!3Ig)=&o1`w tF/$\"3))z?u6%*z^nF/7$$!39;nQHPZsvF/$\"3(4:([uQ)Rn+)piF/7$$!3)[$yxMBBzzF/$\"3(Hj$4T3fFgF/7$$!3oG@WG-re\")F/$\"3 oh@$yERBy&F/7$$!3K%eWj%RHV$)F/$\"37O#QXMiE^&F/7$$!34)oigdf'>&)F/$\"3$ \\X\"o,=(fB&F/7$$!333m%)G:;s')F/$\"330$=+n=$z\\F/7$$!3^ZB@MkkD))F/$\"3 3\"fUPy5>q%F/7$$!3+$))G;-\")o'*)F/$\"3q>Vt\\!HmU%F/7$$!3#*=^n+5G5\"*F/ $\"3LA`6ZFWBTF/7$$!3:\\oxOY#3c%*F/$\"3eyKP]h2`KF/7$$!3a!4b8DiCb*F/$\"33!H2 \"z%=\"eHF/7$$!3*4k%RH(4(R'*F/$\"3k%oVw\\u+m#F/7$$!3IG]Wv%>\">(*F/$\"3 #*)Rqe\"yW`BF/7$$!3!GQc_CXEz*F/$\"3yl%)*4ide-#F/7$$!3uC9/gBO])*F/$\"3+ 7*[ljtMs\"F/7$$!3Ob!3%*H\"=)*)*F/$\"3jqQ?9(yLU\"F/7$$!3^M`V9,>R**F/$\" 35(eVyrN65\"F/7$$!3AWC]Xelp**F/$\"357uuw\"eVy(F27$$!39!ejVW\"3))**F/$ \"37t.PY9(3)[F27$$!3aS;D@%o*)***F/$\"3$px$o5DLO9F27$$!3cF]q!\\_*)***F/ $!3cO(*H***ztW\"F27$$!3eH'35D%Q))**F/$!3?2)o\\b1&=[F27$$!3eRmZh/qn**F/ $!3!**)Hs3C'3.)F27$$!3I*Rfm>.0%**F/$!3%[w#oe\"=#*3\"F/7$$!3\"3YDn\"y5+ **F/$!3/KQBTn\"*49F/7$$!3A=d>R\")**[)*F/$!3'*HktDEDJC\\?F/7$$!36Q;9\\\"\\=s*F/$!3<4W'QEY@M#F/7$$!3)RH?MN\\Vk*F/ $!3]C?h_O?VEF/7$$!3eRz\"G&eRa&*F/$!3;Ael'=n=&HF/7$$!3'QLC9I-\\X*F/$!3g Jv-SY]cKF/7$$!327n_$pICM*F/$!3o?d7D\"pjc$F/7$$!3mOsAvB&\\B*F/$!3VSEK\" )))4OQF/7$$!3dO_pshk/\"*F/$!3:4OE(ope8%F/7$$!31Jy**=v,k*)F/$!3\"zcK^$[ UKWF/7$$!3vz6#3Rd$>))F/$!3M;q.blp8ZF/7$$!3#))y-GCW.o)F/$!3GL\"GO;S]'\\ F/7$$!3#\\p()RdLd])F/$!3u2#yv4k&e_F/7$$!3ei(GjcW+N)F/$!3dzOU-=V-bF/7$$ !3a-X%*pf:g\")F/$!3_$))\\%G))H!y&F/7$$!3Gf>M\\NN%)zF/$!38[>*4Y03-'F/7$ $!3%o%3#*eTK$y(F/$!3[k5(H6C&yiF/7$$!3)[+z]bkTe(F/$!3atB'Gm-x^'F/7$$!35 ][omM`otF/$!3CSs(pF/7$$!3A]Rz%H`b$p F/$!3NB6tEO./sF/7$$!37=!fl_75p'F/$!3#)Qc?YDrJuF/7$$!3#Gl[S)y/skF/$!3it \\XB=;BwF/7$$!3&p`(3(p:%HiF/$!3U,]Q(o$oAyF/7$$!3U>]4M+IsfF/$!3'[y\"oP- q?!)F/7$$!32X%)yLQn9dF/$!3aN;7,yC1#)F/7$$!3'>nkl^@*faF/$!3)ygd=!H!zP)F /7$$!3cGQ$GzO5<&F/$!3-f/`!oF#f&)F/7$$!3%*)GB)p+K1\\F/$!3YW)4lwoOr)F/7$ $!3j(*zI[xf=YF/$!3aWbgs&H&p))F/7$$!3oW\\#Q6*f`VF/$!3,$GW()*[c-!*F/7$$! 3kgBt\\S^fSF/$!3DK<_Rm%*Q\"*F/7$$!37@4*z\">!*yPF/$!3;$pJZ@/&e#*F/7$$!3 /[[/:u#=[$F/$!3G%3$4!zmUP*F/7$$!3EkWUv(ez=$F/$!3GL,'=&RBy%*F/7$$!3#z_6 &H8*p(GF/$!3e1<)zS3sd*F/7$$!3uKZ%zN#fuDF/$!3!yHdgg\"*Gm*F/7$$!3#[G;Go< FE#F/$!3T.?g3@kS(*F/7$$!3Kkw#R#f6^>F/$!38_[A#\\5y!)*F/7$$!3/D9(3(3.j;F /$!3'**QaS%oug)*F/7$$!3v)p13,86L\"F/$!3)Gg<^&4,6**F/7$$!3;S4(ekfH.\"F/ $!3c*3I:k1l%**F/7$$!3(e\"H+msYSrF2$!3Y]l]&GuW(**F/7$$!3[:`Pqc;\"3%F2$! 3Mv9vs&o;***F/7$$!3U3ZT\")))Q)z'F`[l$!3W$)G(o!*o(****F/7$$\"3WIPw[\"Qi E#F2$!3;!zJDvJu***F/7$$\"3cRvg&F2$!35=[:t`E%)**F/7$$\"3yLpN)*pSZ' )F2$!3!=ELt,TD'**F/7$$\"3_['yXgCj>\"F/$!3=IbC%[#=G**F/7$$\"3'>K\\!=0P \"[\"F/$!3S(z'\\;%o'*))*F/7$$\"3PvR3Q&)\\/=F/$!3`^()\\c=%e$)*F/7$$\"3[ 'G)=h$*y9@F/$!3'[]')QbDQx*F/7$$\"3adtsd@wACF/$!3K#eRh:t?q*F/7$$\"3)3\" 3$p/$>FFF/$!3cbSJXk$4i*F/7$$\"3c.R#[-5r,$F/$!3:P*f()G%*R`*F/7$$\"3lM@& z$4SFLF/$!34u/3Nd=I%*F/7$$\"3c2%GU4?)>OF/$!3gqh$z!3&=K*F/7$$\"3$fn8ODq P#RF/$!3gQoqPZ/)>*F/7$$\"3%4@X'*\\#G&>%F/$!3w\\j?.GUx!*F/7$$\"3qU'=V!o .\"\\%F/$!3;4,&e\\'zM*)F/7$$\"3'[*HTG@ypZF/$!3#G\")3!z6:*y)F/7$$\"3d_r 4Y&[J/&F/$!3u.)ysZ)>N')F/7$$\"3T+Q@IjPB`F/$!3sX$HVG@`Y)F/7$$\"3kxL*f(f UwbF/$!3Os9'pg63I)F/7$$\"3UV/;WhJIeF/$!3&[8-5n%\\C\")F/7$$\"3^M!=_ZgT5 'F/$!3Nq;%4h43#zF/7$$\"3kvG]#\\zfM'F/$!30>(\\rVC%GxF/7$$\"3Gk;I/b,(e'F /$!3X]`cWK/CvF/7$$\"3sfUv_YRDoF/$!3#RBdMQ([3tF/7$$\"38'o/(4))HQqF/$!3` c.h`co.rF/7$$\"3!o'*[trz%esF/$!3E(QSdg^&yoF/7$$\"3Y9%)3O#p)puF/$!3c#z] GH(Q[mF/7$$\"3;Wh0!o4zo(F/$!3Md9S1$>tyF/$!3w!*HxWYX lhF/7$$\"3O#*Rz/([%y!)F/$!3ork***o^R*eF/7$$\"3MO^pK$\\cD)F/$!3yC`KN82V cF/7$$\"3.y'zM.:LU)F/$!3))*4HWu(f*Q&F/7$$\"3EU))=kW#\\f)F/$!31XQ&oY%[6 ^F/7$$\"3')>%)*f(H*zv)F/$!3THO,.XvE[F/7$$\"3iU?P+K<)*))F/$!3qpX3g#pJc% F/7$$\"3@Un)Ho_$Q!*F/$!3WD95**f!)yUF/7$$\"3MS&QCC'Rm\"*F/$!3[K!**HZYr* RF/7$$\"3K8bsz;G&H*F/$!3?\"y(y^6^(o$F/7$$\"3e`$)Q%eq$)R*F/$!3-I!>6VIiT $F/7$$\"3%3qL#*p+q]*F/$!3$*osv#y=65$F/7$$\"33eeMN'*[*f*F/$!3z(Ql(G#\\< !GF/7$$\"3S[uRtrz\"o*F/$!3i!pW&)QfD]#F/7$$\"3mO$*yEl$[v*F/$!3.5#y'\\!> 2?#F/7$$\"3Zec+11k>)*F/$!3](4Bgpw1*=F/7$$\"3moOLJ[dx)*F/$!3OMb&3!H(*f: F/7$$\"371]Ql9\"4#**F/$!3MBq=\"[&>b7F/7$$\"3+vn'RRpW&**F/$!3R&oH5mJ<`* F27$$\"3UH6Syil0\"F^[oF+7$$!3**)))))o.pP.\"F^[oF+7$$!3)*)))))[_n3,\"F^ [oF+7$$!3qyxx(f[2))*F/F+7$$!33cbb:9Vp'*F/F+7$$!3KMLL8Zi]%*F/F+7$$!3^*) ))))3XLC#*F/F+7$$!3#4+++-q()**)F/F+7$$!3Qyxx<#\\nw)F/F+7$$!3o*)))))o^Q i&)F/F+7$$!3CLLL`'>BL)F/F+7$$!3Snmmm%485)F/F+7$$!3%ommmM)oyyF/F+7$$!39 BAAUq_wwF/F+7$$!3Ayxx(pPhV(F/F+7$$!3w666\"R'\\KsF/F+7$$!3+,++SJh&*pF/F +7$$!3CXWWC8$fy'F/F+7$$!3W+++Sr(eb'F/F+7$$!3yLLL`6\"oL'F/F+7$$!3-yxxx( Q#3hF/F+7$$!3+XWW%)zL)*eF/F+7$$!3oAAAA;$>n&F/F+7$$!3RBAAU!fnV&F/F+7$$! 3O,++?1/K_F/F+7$$!3/cbb:\"R4,&F/F+7$$!33ommE'>Dy%F/F+7$$!3[,++?d0fXF/F +7$$!3<++++H%GM%F/F+7$$!3KF/F+7$$!33YWW%Q!>0IF/F+7$$!3s++ +!e!y!y#F/F+7$$!3Yyxxx*y8c#F/F+7$$!3dMLLLeoJBF/F+7$$!3&fbbb.k/6#F/F+7$ $!3+cbb&zKU)=F/F+7$$!3)QWWW'[()f;F/F+7$$!3OmmmEKr`9F/F+7$$!3$[WWWsGu@ \"F/F+7$$!3t*)))))[I415F/F+7$$!3.$******R^w!yF2F+7$$!37-+++e(4l&F2F+7$ $!3/7666ZEcKF2F+7$$!3msmmm3i#=\"F2F+7$$\"3/SWWWM)4<\"F2F+7$$\"3Ylmmm#Q gJ$F2F+7$$\"3ALLLL6RicF2F+7$$\"3ANWWWo*oo(F2F+7$$\"3sVLLLDd#***F2F+7$$ \"3*=AAA9u>A\"F/F+7$$\"3wabbNbaW9F/F+7$$\"3%y)))))G\")Hm;F/F+7$$\"3o() ))))[HLz=F/F+7$$\"3y466J#H'4@F/F+7$$\"34nmm'G=\"HBF/F+7$$\"3/BAA#=?,c# F/F+7$$\"3!\\WWW_K#pFF/F+7$$\"3K))))))33M+IF/F+7$$\"3OLLLtAq@KF/F+7$$ \"3zxxxP\\_UMF/F+7$$\"3Qnmmm]5'F/F+7$$\"3b()))) )['R:M'F/F+7$$\"3/VWW%)esdlF/F+7$$\"3]WWWk3jrnF/F+7$$\"3e`bbNuk,qF/F+7 $$\"3?666rWfKsF/F+7$$\"3&pxxx2AFW(F/F+7$$\"31CAAi#oem(F/F+7$$\"3c*)))) )Grj$)yF/F+7$$\"3%zxxx(3q>\")F/F+7$$\"3#QLLLlhRK)F/F+7$$\"3!)******zDc e&)F/F+7$$\"3/WWW%y*4z()F/F+7$$\"3A+++So](**)F/F+7$$\"3O,++Sw3;#*F/F+7 $$\"3p******>i-R%*F/F+7$$\"3a(*****ztLv'*F/F+7$$\"3qMLLt:,#*)*F/F+7$$ \"3ZWWW#o*e55F^[oF+7$$\"3\"yxxPm`M.\"F^[oF+7$$\"33AAAsyEc5F^[oF+7$$\"3 W666z\\uw5F^[oF+7$$\"33+++++++6F^[oF+F[jnFbjnFfjn-F$6&7`q7$F+F\\[o7$F+ F`[o7$F+Fc[o7$F+Ff[o7$F+Fi[o7$F+F\\\\o7$F+F_\\o7$F+Fb\\o7$F+Fe\\o7$F+F h\\o7$F+F[]o7$F+F^]o7$F+Fa]o7$F+Fd]o7$F+Fg]o7$F+Fj]o7$F+F]^o7$F+F`^o7$ F+Fc^o7$F+Ff^o7$F+Fi^o7$F+F\\_o7$F+F__o7$F+Fb_o7$F+Fe_o7$F+Fh_o7$F+F[` o7$F+F^`o7$F+Fa`o7$F+Fd`o7$F+Fg`o7$F+Fj`o7$F+F]ao7$F+F`ao7$F+Fcao7$F+F fao7$F+Fiao7$F+F\\bo7$F+F_bo7$F+Fbbo7$F+Febo7$F+Fhbo7$F+F[co7$F+F^co7$ F+Faco7$F+Fdco7$F+Fgco7$F+Fjco7$F+F]do7$F+F`do7$F+Fcdo7$F+Ffdo7$F+Fido 7$F+F\\eo7$F+F_eo7$F+Fbeo7$F+Feeo7$F+Fheo7$F+F[fo7$F+F^fo7$F+Fafo7$F+F dfo7$F+Fgfo7$F+Fjfo7$F+F]go7$F+F`go7$F+Fcgo7$F+Ffgo7$F+Figo7$F+F\\ho7$ F+F_ho7$F+Fbho7$F+Feho7$F+Fhho7$F+F[io7$F+F^io7$F+Faio7$F+Fdio7$F+Fgio 7$F+Fjio7$F+F]jo7$F+F`jo7$F+Fcjo7$F+Ffjo7$F+Fijo7$F+F\\[p7$F+F_[p7$F+F b[p7$F+Fe[p7$F+Fh[p7$F+F[\\p7$F+F^\\p7$F+Fa\\p7$F+Fd\\p7$F+Fg\\p7$F+Fj \\p7$F+F]]p7$F+F`]p7$F+Fc]p7$F+Ff]pF[jnFbjnFfjn-F$6&7-F'F'7$$\"3[+++EF T=$*F/F+7$$!3[+++EFT=$*F/F+7$$\"3u*****>$etFIF/F+7$$!3u*****>$etFIF/F+ 7$$!3^+++=`rEzF/F+7$$\"3^+++=`rEzF/F+7$$!3G+++'y&4fdF/F+7$$\"3G+++'y&4 fdF/F+7$F+F+-F\\jn6&F^jnF*F*F*Fbjn-Fgjn6#%'CIRCLEG-%+AXESLABELSG6%Q!6 \"Fcfp%(DEFAULTG-%*AXESSTYLEG6#%$BOXG-%(SCALINGG6#%,CONSTRAINEDG-%%VIE WG6$FefpFefp" 1 2 0 1 10 0 2 9 1 2 1 1.000000 45.000000 45.000000 0 0 "Curve 1" "Curve 2" "Curve 3" "Curve 4" }}}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 89 "# get eigenvalues and diagonalizer\nQ := realsorteddi agonalizer(P):\nL := Q[2];\nQ := Q[1]:\n" }}{PARA 12 "" 1 "" {XPPMATH 20 "6#>%\"LG7-$!+`FT=$*!#5$!+=`rEzF($!+'z&4fdF($!+)yNx-$F($\"\"!F0$\"+ xdtFIF($\"+&y&4fdF($\"+W_rEzF($\"+^FT=$*F($\"\"\"F0F9" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 312 "# various components of the transi tion matrix \nEinf := E(N+1,[N,N+1]):\nPinf := evalm(Q&*Einf&*inverse( Q)): # limit matrix P_infinity\nPtr := evalm(P-Pinf): #transient matr ix\nEsd1 := E(N+1,[1]):\nEsd2 := E(N+1,[N-1]):\nPsd := evalm(Q&*(L[1]* Esd1+L[N-1]*Esd2)&*inverse(Q)): # projection to subdominent eigenvalue s\n \n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 454 "# compute actual probabilities, steady state and transient probabilities \n\n# actual \+ probability animation\nR0 := P0:\nS0 := [seq([j-1,R0[j]],j=1..N+1)]:\n for t from 1 to count do\n R||t := evalm(P&*R||(t-1));\n S||t := [seq([j-1,R||t[j]],j=1..N+1)];\n od:\nprobs := display([seq(pointp lot(S||t,symbol=circle,color=black),t=0..count),\n p lot([[N,0],[N,1]])],\n insequence=true, axes=boxed, titl e= `actual probabilities`):\n\n" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 352 "# steady state\nR0 := P0:\nS0 := [seq([j-1,R0[j]],j=1..N+1)]:\nfor t \+ from 1 to count do\n R||t := evalm(Pinf&*R||(t-1));\n S||t := [s eq([j-1,R||t[j]],j=1..N+1)];\n od:\nSS := display([seq(pointplot(S| |t,symbol=circle,color=black),t=0..count),\n plot([[ N,0],[N,1]])],\n insequence=true, axes=boxed, title= ste adystate):\n\n" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 176 "# transient anim ation\nR0 := P0:\nS0 := [seq([j-1,R0[j]],j=1..N+1)]:\nfor t from 1 to \+ count do\n R||t := evalm(Ptr&*R||(t-1));\n S||t := [seq([j-1,R|| t[j]],j=1..N+1)];\n od:" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 193 "Dtra ns := display([seq(pointplot(S||t,symbol=circle,color=black),t=0..coun t),\n plot([[N,-0.5],[N,0.5]])],\n \+ insequence=true, axes=boxed,title=transient):\n" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 178 "# subdominant animation\nR0 := P0:\nS0 := [seq( [j-1,R0[j]],j=1..N+1)]:\nfor t from 1 to count do\n R||t := evalm(P sd&*R||(t-1));\n S||t := [seq([j-1,R||t[j]],j=1..N+1)];\n od:" } }{PARA 0 "> " 0 "" {MPLTEXT 1 0 186 "Dsd := display([seq(pointplot(S|| t,symbol=circle,color=black),t=0..count),\n plot([[ N,-0.5],[N,0.5]])],\n insequence=true, axes=boxed,title= subdominant):\n\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 118 "show \+ := array(1..2,1..2):\nshow[1,1] := probs:\nshow[1,2] := SS:\nshow[2,1] := Dtrans:\nshow[2,2] := Dsd:\ndisplay(show);\n\n" }}{PARA 13 "" 1 " " {GLPLOT2D 790 544 544 {PLOTDATA 2 "6$-%(ANIMATEG6bq7hn-%'POINTSG6/7$ $\"+++++?!\")$!+(zz?n#F-7$$\"+++++AF-F.7$$\"+++++CF-F.7$$\"+++++EF-F.7 $$\"+++++GF-F.7$$\"+++++IF-F.7$$\"+++++KF-F.7$$\"+++++MF-F.7$$\"+++++O F-F.7$$\"+++++QF-F.7$$\"+++++SF-F.-%'COLOURG6&%$RGBG\"\"!FRFR-%'SYMBOL G6#%'CIRCLEG-F(6/7$F+$!+#====)!\"*7$F1FZ7$F4FZ7$F7FZ7$F:FZ7$F=FZ7$F@FZ 7$FCFZ7$FFFZ7$FIFZ7$FLFZFNFS-F(6/7$$!+++++5F-$!+C0DXFF-7$$!+++++!)FfnF fo7$$!+++++gFfnFfo7$$!+++++SFfnFfo7$$!+++++?FfnFfo7$$FRFRFfo7$$\"*++++ #F-Ffo7$$\"*++++%F-Ffo7$$\"*++++'F-Ffo7$$\"*++++)F-Ffo7$$\"+++++5F-Ffo FNFS-F(6/7$FdoFZ7$FioFZ7$F\\pFZ7$F_pFZ7$FbpFZ7$FepFZ7$FgpFZ7$FjpFZ7$F] qFZ7$F`qFZ7$FcqFZFNFS-%%TEXTG6$7$\"#I!#<%,subdominantG-Fcr6$7$Ffr\"#8% ,steadystateG-%'CURVESG6/7$7$$!#5FR$!$v*!\"#7$Fcs$!%D5Fgs7$7$F\\pFes7$ F\\pFis7$7$FbpFes7$FbpFis7$7$FgpFes7$FgpFis7$7$F]qFes7$F]qFis7$7$FcqFe s7$FcqFis7$7$FesFcs7$FisFcs7$7$FesF\\p7$FisF\\p7$7$FesFbp7$FisFbp7$7$F esFgp7$FisFgp7$7$FesF]q7$FisF]q7$7$FesFcq7$FisFcq-%'LEGENDG6#QB__never _display_this_legend_entry6\"-Fcr6%7$FisFis%#0.G%+ALIGNBELOWG-Fcr6%7$$ !++++]iFfnFis%#2.GFev-Fcr6%7$$!++++]AFfnFis%#4.GFev-Fcr6%7$$\"*+++v\"F -Fis%#6.GFev-Fcr6%7$$\"*+++v&F-Fis%#8.GFev-Fcr6%7$$\"*+++v*F-Fis%$10.G Fev-Fcr6%FcvFdv%*ALIGNLEFTG-Fcr6%7$FisFiv%$.20GFfx-Fcr6%7$FisF_w%$.40G Ffx-Fcr6%7$FisFew%$.60GFfx-Fcr6%7$FisF[x%$.80GFfx-Fcr6%7$FisFax%%1.00G Ffx-F_s6/7$7$$\"#?FRFes7$F_zFis7$7$F4Fes7$F4Fis7$7$F:Fes7$F:Fis7$7$F@F es7$F@Fis7$7$FFFes7$FFFis7$7$FLFes7$FLFis7$7$$\"%D?FgsFcs7$$\"%v>FgsFc s7$7$Fc[lF\\p7$Ff[lF\\p7$7$Fc[lFbp7$Ff[lFbp7$7$Fc[lFgp7$Ff[lFgp7$7$Fc[ lF]q7$Ff[lF]q7$7$Fc[lFcq7$Ff[lFcqF\\v-Fcr6%7$Ff[lFisFdvFev-Fcr6%7$$\"+ +++vBF-FisF[wFev-Fcr6%7$$\"++++vFF-FisFawFev-Fcr6%7$$\"++++vJF-FisFgwF ev-Fcr6%7$$\"++++vNF-FisF]xFev-Fcr6%7$$\"++++vRF-FisFcxFev-Fcr6%Fi\\lF dvFfx-Fcr6%7$Ff[lFivFjxFfx-Fcr6%7$Ff[lF_wF^yFfx-Fcr6%7$Ff[lFewFbyFfx-F cr6%7$Ff[lF[xFfyFfx-Fcr6%7$Ff[lFaxFjyFfx-F_s6.7$7$Fcs$!%vRFgs7$Fcs$!%D SFgs7$7$F\\pFh_l7$F\\pF[`l7$7$FbpFh_l7$FbpF[`l7$7$FgpFh_l7$FgpF[`l7$7$ F]qFh_l7$F]qF[`l7$7$FcqFh_l7$FcqF[`l7$7$Fes$!+^6bROF-7$FisF^al7$7$Fes$ !+^k?vKF-7$FisFcal7$7$Fes$!+^<'3\"HF-7$FisFhal7$7$Fes$!+^q^YDF-7$FisF] bl7$7$Fes$!+^B<#=#F-7$FisFbblF\\v-Fcr6%7$FisF[`lFdvFev-Fcr6%7$FivF[`lF [wFev-Fcr6%7$F_wF[`lFawFev-Fcr6%7$FewF[`lFgwFev-Fcr6%7$F[xF[`lF]xFev-F cr6%7$FaxF[`lFcxFev-Fcr6%7$Fis$!+^6bkOF-%%-.40GFfx-Fcr6%7$Fis$!+^k?+LF -%%-.20GFfx-Fcr6%7$Fis$!+^<'e$HF-FdvFfx-Fcr6%7$Fis$!+^q^rDF-FjxFfx-Fcr 6%7$Fis$!+^B<2AF-F^yFfx-F_s6/7$7$F_zFh_l7$F_zF[`l7$7$F4Fh_l7$F4F[`l7$7 $F:Fh_l7$F:F[`l7$7$F@Fh_l7$F@F[`l7$7$FFFh_l7$FFF[`l7$7$FLFh_l7$FLF[`l7 $7$Fc[l$!+**y92QF-7$Ff[lFhfl7$7$Fc[l$!+abdyMF-7$Ff[lF]gl7$7$Fc[l$!+4K+ ]JF-7$Ff[lFbgl7$7$Fc[l$!+j3V@GF-7$Ff[lFggl7$7$Fc[l$!+=&eG\\#F-7$Ff[lF \\hl7$7$Fc[l$!+thGk@F-7$Ff[lFahlF\\v-Fcr6%7$Ff[lF[`lFdvFev-Fcr6%7$F]]l F[`lF[wFev-Fcr6%7$Fb]lF[`lFawFev-Fcr6%7$Fg]lF[`lFgwFev-Fcr6%7$F\\^lF[` lF]xFev-Fcr6%7$Fa^lF[`lFcxFev-Fcr6%7$Ff[l$!+**y9KQF-%%-.60GFfx-Fcr6%7$ Ff[l$!+abd.NF-F\\dlFfx-Fcr6%7$Ff[l$!+4K+vJF-FbdlFfx-Fcr6%7$Ff[l$!+j3VY GF-FdvFfx-Fcr6%7$Ff[l$!+=&ey^#F-FjxFfx-Fcr6%7$Ff[l$!+thG*=#F-F^yFfx-F_ s637$7$Fds\"#57$FdsFds7$Fj[m7$Fi[mFds7$7$Fi[mFi[mF\\\\m7$Fh[mF^\\m7$7$ F`zFi[m7$F`zFds7$Fb\\m7$\"#SFds7$7$Fe\\mFi[mFd\\m7$Fa\\mFg\\m7$7$Fds!# ?7$Fds!#S7$F\\]m7$Fi[mF]]m7$7$Fi[mF[]mF_]m7$Fj\\mFa]m7$7$F`zF[]m7$F`zF ]]m7$Fe]m7$Fe\\mF]]m7$7$Fe\\mF[]mFg]m7$Fd]mFi]mF\\v-Fcr6$7$FRFgr%*tran sientG-Fcr6$7$FRF\\s%5actual~probabilitiesG7hn-F(6/7$F+$F`pF-7$F1$!+g0 6#p#F-7$F4$!+Bq*eg#F-7$F7$!+'*3s&f#F-7$F:$!+5o$*)e#F-7$F=$!+AcVNEF-7$F @$!+G[VmEF-7$FC$!+A`6@FF-7$FF$!+%)*ovv#F-7$FI$!+7h)ez#F-7$FL$!+%QLm(HF -FNFS-F(6/7$F+$\"*')>j'[F-7$F1Fdo7$F4Fdo7$F7Fdo7$F:Fdo7$F=Fdo7$F@Fdo7$ FCFdo7$FFFdo7$FIFdo7$FL$!+Q$>j'[FfnFNFS-F(6/7$FdoFg^m7$Fio$!+:]\\6GF-F [pF^pFapFdpFfpFipF\\q7$F`q$!+gshWGF-7$Fcq$!+oLhYJF-FNFS-F(6/7$Fdo$!+!4 444(Ffn7$Fio$!+4444*)FfnFiqFjqF[rF\\rF]rF^rF_r7$F`q$!+tsss#*Ffn7$Fcq$! +aaaauFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj \\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdc lFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[m F`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+=ySARF-7$F1$!+f06#p#F-7$F4$!+hnFMEF-7$F 7$!+&*3s&f#F-7$F:$!+I(\\&>EF-7$F=$!+@cVNEF-7$F@$!+UM%oo#F-Fj_m7$FF$!+' zxfw#F-F``m7$FL$!+$[:k'HF-FNFSFf`m-F(6/7$Fdo$!+b*z.%RF-Fjam7$F\\p$!+?$ [EF-7$F=$!+ef#*fEF-7$F@$!+TM%oo#F-7$FC $!+aSKMFF-7$FF$!+&zxfw#F-7$FI$!+O'\\#*z#F-7$FL$!+#e(>cHF-FNFSFf`m-F(6/ 7$Fdo$!+6*f2)QF-7$Fio$!+#p$RFGF-Fdem7$F_p$!+U'\\ev#F-FapFdpFfp7$Fjp$!+ \\D-\"y#F-Fgem7$F`q$!+x_YoGF-7$Fcq$!+vxh$4$F-FNFS-F(6/7$Fdo$!+#===y&Ff n7$Fio$!+kjj$3*FfnFbfm7$F_p$!+===)H)FfnF[rF\\rF]r7$Fjp$!+baau&)FfnFefm 7$F`q$!+baaM&*Ffn7$Fcq$!+usssoFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFg xF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_l FeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFc ilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+f,WxPF-7$F1$!+,% Q\"4FF-7$F4$!+'o>*eEF-7$F7$!+T0WDEF-7$F:$!+!zJhk#F-7$F=$!+df#*fEF-7$F@ $!+:[c/FF-7$FC$!+`SKMFF-7$FF$!+.%zKx#F-Fihm7$FL$!+#4Dt%HF-FNFSFf`m-F(6 /7$Fdo$!+u!z1$QF-Fdim7$F\\p$!+isY%y#F-Fgim7$Fbp$!+r,\\\\FF-Fdp7$Fgp$!+ RPrmFF-Fjim7$F]q$!+'=)[LGF-F]jm7$Fcq$!+'=fm2$F-FNFS-F(6/7$Fdo$!++++K_F fnFhjm7$F\\p$!+OOO7')FfnF[[n7$Fbp$!+OOOG#)FfnF\\r7$Fgp$!+YXX<%)FfnF^[n 7$F]q$!+baa]\"*FfnFa[n7$Fcq$!+caa'o'FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^ xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa _lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]il F`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+#ok+r$F-7$ F1$!+dT#Rs#F-7$F4$!+&o>*eEF-7$F7$!+[pC^EF-7$F:$!+*yJhk#F-7$F=$!+0;>\"o #F-7$F@$!+9[c/FF-7$FC$!+oNzXFF-Fb]n7$FI$!+z-<-GF-7$FL$!+,EXQHF-FNFSFf` m-F(6/7$Fdo$!+O#)f!y$F-7$Fio$!+e]-NGF-F]^n7$F_p$!+35[jFF-F`^n7$Fep$!+7 V#)fFF-Fc^n7$Fjp$!+2%yn!GF-Ff^n7$F`q$!+DB\"*zGF-7$Fcq$!+'f+(fIF-FNFS-F (6/7$Fdo$!+===#o%Ffn7$Fio$!+#==u;*FfnFa_n7$F_p$!+OO'>Q)FfnFd_n7$Fep$!+ #===M)FfnFg_n7$Fjp$!+\"44t&))FfnFj_n7$F`q$!+#==-m*Ffn7$Fcq$!+QOO+lFfnF NFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]l Fi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFc dlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^ mF_^m7hn-F(6/7$F+$!+e1c^OF-7$F1$!+cT#Rs#F-7$F4$!+JyJ!o#F-7$F7$!+ZpC^EF -7$F:$!+TP@pEF-7$F=$!+/;>\"o#F-7$F@$!+#y_*>FF-7$FC$!+nNzXFF-7$FF$!+%f> 'zFF-F[bn7$FL$!+n$[2$HF-FNFSFf`m-F(6/7$Fdo$!+=i4NPF-Ffbn7$F\\p$!+G')4# z#F-Fibn7$Fbp$!+!*pGhFF-F\\cn7$Fgp$!+pn*zy#F-F_cn7$F]q$!+e(e1&GF-Fbcn7 $Fcq$!+E3KZIF-FNFS-F(6/7$Fdo$!+GFj#=%FfnF]dn7$F\\p$!+ba9'p)FfnF`dn7$Fb p$!+jj(yN)FfnFcdn7$Fgp$!+FF6^')FfnFfdn7$F]q$!+XX0R$*FfnFidn7$Fcq$!+54X kjFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_ ]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgcl F]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mF e[mF[^mF_^m7hn-F(6/7$F+$!+Mm0$f$F-7$F1$!+WIwOFF-7$F4$!+IyJ!o#F-7$F7$!+ x`ltEF-7$F:$!+SP@pEF-7$F=$!+mrl*p#F-Fdfn7$FC$!+pGvbFF-Fjfn7$FI$!+bjq/G F-7$FL$!+MT/BHF-FNFSFf`m-F(6/7$Fdo$!+,Uf*o$F-7$Fio$!+xQgRGF-Fegn7$F_p$ !+X;htFF-Fhgn7$Fep$!+dGJxFF-F[hn7$Fjp$!+iRfDGF-F^hn7$F`q$!+a0y')GF-7$F cq$!+b5%\\.$F-FNFS-F(6/7$Fdo$!+OO3$o$Ffn7$Fio$!+tso<#*FfnFihn7$F_p$!++ S=$\\)FfnF\\in7$Fep$!+#==Q`)FfnF_in7$Fjp$!+=y(Q1*FfnFbin7$F`q$!+==iN(* Ffn7$Fcq$!+#=Q&GiFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgy F[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF ^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFa jlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+UfDUNF-F^jn7$F4$!+V%)*))p#F-7 $F7$!+w`ltEF-7$F:$!+\\kD*o#F-7$F=$!+lrl*p#F-7$F@$!+)e9Lt#F-F][o7$FF$!+ h\\7&y#F-F`[o7$FL$!+IVN;HF-FNFSFf`m-F(6/7$Fdo$!+v%Rok$F-F[\\o7$F\\p$!+ Q&3+!GF-F^\\o7$Fbp$!+sB$ex#F-Fa\\o7$Fgp$!+?:G1GF-Fd\\o7$F]q$!+!*FfnFjfo7$F]q$!+f-U g&*FfnF]go7$Fcq$!+7NuJfFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_y FcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhb lF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF \\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+3>B.MF-7$F1$!+`=fdFF-Fi go7$F7$!+j!4+r#F-F_ho7$F=$!+^UhHFF-7$F@$!+>q\"\\u#F-7$FC$!+j+\">x#F-Fh ho7$FI$!+)o?)3GF-7$FL$!+Rm/)*GF-FNFSFf`m-F(6/7$Fdo$!+K/FCNF-7$Fio$!+!o p(\\GF-Fcio7$F_p$!+/S,)z#F-Ffio7$Fep$!+k>@4GF-Fiio7$Fjp$!+WY7^GF-F\\jo 7$F`q$!+'*e%[*GF-7$Fcq$!+I#Q,+$F-FNFS-F(6/7$Fdo$!+)yd!o=Ffn7$Fio$!+.PH H$*FfnFgjo7$F_p$!+$4)3h()FfnFjjo7$Fep$!+#=ES)))FfnF][p7$Fjp$!+L$pTM*Ff nF`[p7$F`q$!+/\"oT#)*Ffn7$Fcq$!+'Q^k%eFfnFNFSFbrFirF^sFavFfvF\\wFbwFhw F^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_l Fa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF] ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+,&G\\O$F -7$F1$!+_=fdFF-7$F4$!+z@/HFF-7$F7$!+i!4+r#F-7$F:$!+v@x@FF-7$F=$!+]UhHF F-7$F@$!+Q<*\\v#F-Fh\\p7$FF$!+Qk0%z#F-F[]p7$FL$!+pD+$*GF-FNFSFf`m-F(6/ 7$Fdo$!+)=:w[$F-Ff]p7$F\\p$!+uir=GF-Fi]p7$Fbp$!+!yKZ!GF-F\\^p7$Fgp$!+s &fV$GF-F_^p7$F]q$!+&Rdt(GF-Fb^p7$Fcq$!+))=t$*HF-FNFS-F(6/7$Fdo$!+5Sjl9 FfnF]_p7$F\\p$!+P.P))*)FfnF`_p7$Fbp$!+Y4&[$))FfnFc_p7$Fgp$!+s?6g\"*Ffn Ff_p7$F]q$!+&fo@j*FfnFi_p7$Fcq$!+G'=hx&FfnFNFSFbrFirF^sFavFfvF\\wFbwFh wF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_ lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF ]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+&4DmK$F -7$F1$!+`w*fw#F-7$F4$!+y@/HFF-7$F7$!+w,oCFF-7$F:$!+u@x@FF-7$F=$!+8RqTF F-Fdap7$FC$!+e0VyFF-Fgap7$FI$!+$4\"[5GF-7$FL$!+*\\ez)GF-FNFSFf`m-F(6/7 $Fdo$!+W*f4X$F-7$Fio$!+lWdbGF-Fbbp7$F_p$!+yhK5GF-Febp7$Fep$!+b)3D#GF-F hbp7$Fjp$!+m#e,'GF-F[cp7$F`q$!+4+Y(*GF-7$Fcq$!+YbK()HF-FNFS-F(6/7$Fdo$ !+K-@j5Ffn7$Fio$!+-A-$R*FfnFfcp7$F_p$!+.(ei*))FfnFicp7$Fep$!+Aw+I!*Ffn F\\dp7$Fjp$!+')fMV%*FfnF_dp7$F`q$!+Qu'G&)*Ffn7$Fcq$!+qey0dFfnFNFSFbrFi rF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^l Fc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF] elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn -F(6/7$F+$!+o^O$H$F-7$F1$!+_w*fw#F-7$F4$!+mr?TFF-Faep7$F:$!+=W*[t#F-7$ F=$!+7RqTFF-7$F@$!++*RPw#F-Fjep7$FF$!+z3m(z#F-F]fp7$FL$!+\"fyN)GF-FNFS Ff`m-F(6/7$Fdo$!+qvy)HF-FNFS-F(6/7$F do$!*aN-*pFfnF_hp7$F\\p$!+-T'\\4*FfnFbhp7$Fbp$!+a!3l(*)FfnFehp7$Fgp$!+ T1,y#*FfnFhhp7$F]q$!+d)e!*o*FfnF[ip7$Fcq$!+YG$pk&FfnFNFSFbrFirF^sFavFf vF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lF h^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdh lFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+ $!+U_5gKF-7$F1$!+XmHtFF-Fjip7$F7$!+<&>ut#F-7$F:$!+\"GF-7$FL$!+$o)>zGF-F NFSFf`m-F(6/7$Fdo$!+)>:YQ$F-7$Fio$!+'***RhGF-Fa[q7$F_p$!+o;&>#GF-Fd[q7 $Fep$!+:M6MGF-Fg[q7$Fjp$!+))HcnGF-Fj[q7$F`q$!+vF`**GF-7$Fcq$!+_TgwHF-F NFS-F(6/7$Fdo$!*wo$[LFfn7$Fio$!+h%ypX*FfnFe\\q7$F_p$!+t/*Q-*FfnFh\\q7$ Fep$!+1'4u:*FfnF[]q7$Fjp$!+r&RY_*FfnF^]q7$F`q$!+VNiv)*Ffn7$Fcq$!+A)z!) e&FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_ ]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgcl F]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mF e[mF[^mF_^m7hn-F(6/7$F+$!+6ZAJKF-Fj]q7$F4$!+o.x^FF-F]^q7$F:$!+I))GYFF- Fc^q7$F@$!+vhLrFF-Fi^q7$FF$!+;2z+GF-F\\_q7$FL$!+&[&RvGF-FNFSFf`m-F(6/7 $Fdo$!+W\"Q\\N$F-Fg_q7$F\\p$!+**4tPGF-Fj_q7$Fbp$!+;([#HGF-F]`q7$Fgp$!+ fJ=aGF-F``q7$F]q$!+g[u')GF-Fc`q7$Fcq$!+hD2sHF-FNFS-F(6/7$Fdo$!(_R-*Ffn F^aq7$F\\p$!+pc7(>*FfnFaaq7$Fbp$!+`>+/\"*FfnFdaq7$Fgp$!+&eZxP*FfnFgaq7 $F]q$!+a*H_t*FfnFjaq7$Fcq$!+S#H$QbFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xF dxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_l Fd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF` ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+!=WB?$F-7$F1 $!+mXjzFF-Ffbq7$F7$!+X9[[FF-Fibq7$F=$!+PsJhFF-7$F@$!+uhLrFF-7$FC$!++*3 !*y#F-F_cq7$FI$!+/[<8GF-7$FL$!+)G#frGF-FNFSFf`m-F(6/7$Fdo$!+*3h_K$F-7$ Fio$!++L)p'GF-Fjcq7$F_p$!+H;kKGF-F]dq7$Fep$!+#Q4U%GF-F`dq7$Fjp$!+!=?P( GF-Fcdq7$F`q$!+&*\\@,HF-7$Fcq$!+r4anHF-FNFS-F(6/7$Fdo$\")(*)y;$F-7$Fio $!+,aF=&*FfnF^eq7$F_p$!+R9DT\"*FfnFaeq7$Fep$!+K$\\#o#*FfnFdeq7$Fjp$!+1 qB#f*FfnFgeq7$F`q$!+#)>4%*)*Ffn7$Fcq$!+e'y&)[&FfnFNFSFbrFirF^sFavFfvF \\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^ lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlF ghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$! +-kExJF-Fcfq7$F4$!+$pU4w#F-Fffq7$F:$!+?H=cFF-Fifq7$F@$!+MA$zx#F-7$FC$! +**)3!*y#F-7$FF$!+U%3N!GF-Fbgq7$FL$!+k)*GoGF-FNFSFf`m-F(6/7$Fdo$!+=S$* )H$F-F]hq7$F\\p$!+)Hyj%GF-F`hq7$Fbp$!+\"G#eRGF-Fchq7$Fgp$!+ge\">'GF-Ff hq7$F]q$!+pq@!*GF-Fihq7$Fcq$!+oAojHF-FNFS-F(6/7$Fdo$\")tBegF-Fdiq7$F\\ p$!+C51#H*FfnFgiq7$Fbp$!+v,X<#*FfnFjiq7$Fgp$!+P>ki%*FfnF]jq7$F]q$!+#** \\Lx*FfnF`jq7$Fcq$!+]a@YaFfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF _yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblF hblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfi lF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+C')=_JF-7$F1$!+hz8&y# F-F\\[r7$F7$!+Ho3eFF-F_[r7$F=$!+4DBpFF-Fb[r7$FC$!+fzF$z#F-Fh[r7$FI$!+& *=E9GF-7$FL$!+Tu)\\'GF-FNFSFf`m-F(6/7$Fdo$!+YpgsKF-7$Fio$!+z;@'GF-FNFSFf`m-F(6/7$Fdo$!+-HR\\KF-Fc`r7$F\\p$!+% 3\\U&GF-Ff`r7$Fbp$!+K(4([GF-Fi`r7$Fgp$!+B4`oGF-F\\ar7$F]q$!+h47$*GF-F_ ar7$Fcq$!+;/_cHF-FNFS-F(6/7$Fdo$\"*_;(\\6F-Fjar7$F\\p$!+a8Zy$*FfnF]br7 $Fbp$!+Xpl<$*FfnF`br7$Fgp$!+bhEN&*FfnFcbr7$F]q$!+12B0)*FfnFfbr7$Fcq$!+ S#)en`FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj \\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdc lFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[m F`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+Urj3JF-7$F1$!+9n\"**y#F-Fbcr7$F7$!+buUm FF-7$F:$!+OUxkFF-7$F=$!+ib5wFF-F[dr7$FC$!+/\\)pz#F-F^dr7$FI$!+Ye?:GF-7 $FL$!+mADfGF-FNFSFf`m-F(6/7$Fdo$!+e)yhA$F-7$Fio$!+^T*o(GF-Fidr7$F_p$!+ ta#4&GF-F\\er7$Fep$!+YCggGF-F_er7$Fjp$!+Y\\G$)GF-Fber7$F`q$!+Naw.HF-7$ Fcq$!+ns@`HF-FNFS-F(6/7$Fdo$\"*cuXS\"F-7$Fio$!+8G3F'*FfnF]fr7$F_p$!+4F )>M*FfnF`fr7$Fep$!+rCA[%*FfnFcfr7$Fjp$!+&)[C(p*FfnFffr7$F`q$!+#G#4A**F fn7$Fcq$!+QUKJ`FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[ zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^c lFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajl FfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+_'G(*3$F-Fbgr7$F4$!+eJ#ex#F-7$F 7$!+auUmFF-7$F:$!+>VBsFF-F[hr7$F@$!+nJj)y#F-F^hr7$FF$!+pu\"z!GF-Fahr7$ FL$!+fAwcGF-FNFSFf`m-F(6/7$Fdo$!+(H)z0KF-F\\ir7$F\\p$!+WHJhGF-F_ir7$Fb p$!+d;tcGF-Fbir7$Fgp$!+Y>@uGF-Feir7$F]q$!+RKd&*GF-Fhir7$Fcq$!+S(y.&HF- FNFS-F(6/7$Fdo$\"*([KG;F-Fcjr7$F\\p$!+]F-c%*FfnFfjr7$Fbp$!+mls0%*FfnFi jr7$Fgp$!+?fj(f*FfnF\\[s7$F]q$!+CL:K)*FfnF_[s7$Fcq$!+]6;+`FfnFNFSFbrFi rF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^l Fc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF] elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn -F(6/7$F+$!+j,#32$F-7$F1$!+Si1%z#F-F[\\s7$F7$!+a)pOx#F-7$F:$!+=VBsFF-7 $F=$!+GO2#y#F-Fd\\s7$FC$!+[P?+GF-Fg\\s7$FI$!+0b-;GF-7$FL$!+_AFaGF-FNFS Ff`m-F(6/7$Fdo$!+OxT&=$F-7$Fio$!+nC8\")GF-Fb]s7$F_p$!+sTceGF-Fe]s7$Fep $!+I)>s'GF-Fh]s7$Fjp$!+A(Gq)GF-F[^s7$F`q$!+Yju/HF-7$Fcq$!+9-aZHF-FNFS- F(6/7$Fdo$\"*=v?&=F-7$Fio$!+]Oht'*FfnFf^s7$F_p$!+S]%eU*FfnFi^s7$Fep$!+ y@(3_*FfnF\\_s7$Fjp$!+ijMQ(*FfnF__s7$F`q$!+H8'G$**Ffn7$Fcq$!+i!)**o_Ff nFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd ]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dl FcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF [^mF_^m7hn-F(6/7$F+$!+*Q,W0$F-F[`s7$F4$!+4%G=y#F-F^`s7$F:$!+=@ryFF-7$F =$!+FO2#y#F-7$F@$!++<&Hz#F-Fg`s7$FF$!+-op4GF-Fj`s7$FL$!+4,6_GF-FNFSFf` m-F(6/7$Fdo$!+l,enJF-Feas7$F\\p$!+!\\\"fnGF-Fhas7$Fbp$!+nvvjGF-F[bs7$F gp$!+l^5zGF-F^bs7$F]q$!+(Hfw*GF-Fabs7$Fcq$!+_S4XHF-FNFS-F(6/7$Fdo$\"** p!z/#F-F\\cs7$F\\p$!+%[_\\_*FfnF_cs7$Fbp$!+B8'G[*FfnFbcs7$Fgp$!+)oc8l* FfnFecs7$F]q$!+U`0b)*FfnFhcs7$Fcq$!+%fU@C&FfnFNFSFbrFirF^sFavFfvF\\wFb wFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_l F^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFj hlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+;E)z .$F-7$F1$!+!Rpwz#F-7$F4$!+3%G=y#F-7$F7$!+M'e*zFF-Fgds7$F=$!+neD(y#F-F] es7$FC$!+h()*H!GF-F`es7$FI$!+Rst;GF-7$FL$!+mz%*\\GF-FNFSFf`m-F(6/7$Fdo $!+%fU(\\JF-7$Fio$!+%f**[)GF-F[fs7$F_p$!+O6HlGF-F^fs7$Fep$!+Eh'H(GF-Fa fs7$Fjp$!+WwB!*GF-Fdfs7$F`q$!+p2e0HF-7$Fcq$!+!*ykUHF-FNFS-F(6/7$Fdo$\" *!)QPC#F-7$Fio$!+!\\r\\r*FfnF_gs7$F_p$!+(y(p*\\*FfnFbgs7$Fep$!+U&eRe*F fnFegs7$Fjp$!+\")edt(*FfnFhgs7$F`q$!+P@-U**Ffn7$Fcq$!+ErG:_FfnFNFSFbrF irF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^ lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF ]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7h n-F(6/7$F+$!+KdsBIF-Fdhs7$F4$!+PH/(y#F-Fjhs7$F:$!+upL%y#F-F]is7$F@$!+/ ;q'z#F-F`is7$FF$!+[=C6GF-Fcis7$FL$!+<02[GF-FNFSFf`m-F(6/7$Fdo$!+*HlT8$ F-F^js7$F\\p$!+>X8tGF-Fajs7$Fbp$!+Ih*)pGF-Fdjs7$Fgp$!+P!HL)GF-Fgjs7$F] q$!+>NW**GF-Fjjs7$Fcq$!+(\\N0%HF-FNFS-F(6/7$Fdo$\"*\"fv9CF-Fe[t7$F\\p$ !+os!ee*FfnFh[t7$Fbp$!+SUD]&*FfnF[\\t7$Fgp$!+X*Gxp*FfnF^\\t7$F]q$!+MOk u)*FfnFa\\t7$Fcq$!+!)f4#>&FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[y F_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFebl FhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFf ilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+[)o%4IF-7$F1$!+2\")z +GF-7$F4$!+OH/(y#F-7$F7$!+f$>ay#F-F`]t7$F=$!+_dv\"z#F-7$F@$!+.;q'z#F-7 $FC$!+]dU0GF-Ff]t7$FI$!+d_NYGF-FNFSFf`m-F(6/7$Fdo$!+/!)e =JF-7$Fio$!+7aA))GF-Fa^t7$F_p$!+'[\">rGF-Fd^t7$Fep$!+ue&z(GF-Fg^t7$Fjp $!+Ex*H*GF-Fj^t7$F`q$!+eWH1HF-7$Fcq$!+/JUQHF-FNFS-F(6/7$Fdo$\"*,tde#F- 7$Fio$!+hV[^(*FfnFe_t7$F_p$!+_aZk&*FfnFh_t7$Fep$!+j!R(Q'*FfnF[`t7$Fjp$ !+fx(Q!)*FfnF^`t7$F`q$!+au&)\\**Ffn7$Fcq$!+M[!*o^FfnFNFSFbrFirF^sFavFf vF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lF h^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdh lFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+ $!+&>*3(*HF-Fj`t7$F4$!+e3d\"z#F-F`at7$F:$!+%>@#*y#F-Fcat7$F@$!+^x&**z# F-Fiat7$FF$!+aMe7GF-F\\bt7$FL$!+CGcWGF-FNFSFf`m-F(6/7$Fdo$!++i+0JF-Fgb t7$F\\p$!+c]+yGF-Fjbt7$Fbp$!+>,DvGF-F]ct7$Fgp$!+&)4)p)GF-F`ct7$F]q$!+l d(4!HF-Fcct7$Fcq$!+(='fOHF-FNFS-F(6/7$Fdo$\"*S#)[t#F-F^dt7$F\\p$!+:!z# R'*FfnFadt7$Fbp$!+>O.4'*FfnFddt7$Fgp$!+\"GAyt*FfnFgdt7$F]q$!+wbY\"*)*F fnFjdt7$Fcq$!+;y%)[^FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcy FgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[ clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\j lFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+T&4Z)HF-7$F1$!+g[^.GF-Ffet 7$F7$!+g5;!z#F-Fiet7$F=$!+GJm&z#F-7$F@$!+]x&**z#F-7$FC$!+tJ`2GF-F_ft7$ FI$!+**=*y\"GF-7$FL$!+#eKH%GF-FNFSFf`m-F(6/7$Fdo$!+'RC94$F-7$Fio$!+Mx9 \"*GF-Fjft7$F_p$!+%4_j(GF-F]gt7$Fep$!+R')G#)GF-F`gt7$Fjp$!+`yP&*GF-Fcg t7$F`q$!+dt!p!HF-7$Fcq$!+q#pZ$HF-FNFS-F(6/7$Fdo$\"*y\"*R)GF-7$Fio$!+4u c$y*FfnF^ht7$F_p$!+x<8@'*FfnFaht7$Fep$!+;oI'o*FfnFdht7$Fjp$!+e#3+$)*Ff nFght7$F`q$!+Iiec**Ffn7$Fcq$!+)z!zG^FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^ xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa _lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]il F`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+R*fR(HF-Fc it7$F4$!+!e-bz#F-Ffit7$F:$!+,BY$z#F-Fiit7$F@$!+b^y-GF-F_jt7$FF$!+4%[P \"GF-Fbjt7$FL$!+(*p^TGF-FNFSFf`m-F(6/7$Fdo$!+')ffzIF-F][u7$F\\p$!+].F# )GF-F`[u7$Fbp$!+@S\"*zGF-Fc[u7$Fgp$!+o@9!*GF-Ff[u7$F]q$!+bbH-HF-Fi[u7$ Fcq$!+7v=LHF-FNFS-F(6/7$Fdo$\"*L^Q,$F-Fd\\u7$F\\p$!+Ig5'o*FfnFg\\u7$Fb p$!++oBg'*FfnFj\\u7$Fgp$!+\"oFDx*FfnF]]u7$F]q$!+T]&f!**FfnF`]u7$Fcq$!+ !HD96&FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj \\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdc lFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[m F`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+Q.@jHF-7$F1$!+$*Q(e!GF-F\\^u7$F7$!+7%yU z#F-7$F:$!++BY$z#F-7$F=$!+8g0*z#F-Fb^u7$FC$!+2JO4GF-Fe^u7$FI$!+\")yN=G F-7$FL$!+695SGF-FNFSFf`m-F(6/7$Fdo$!+vvwnIF-7$Fio$!+5pq$*GF-F`_u7$F_p$ !+_l&3)GF-Fc_u7$Fep$!+440')GF-Ff_u7$Fjp$!++UV(*GF-Fi_u7$F`q$!+t_V2HF-7 $Fcq$!+adgJHF-FNFS-F(6/7$Fdo$\"**3rVJF-7$Fio$!+=Om6)*FfnFd`u7$F_p$!+# \\%eq'*FfnFg`u7$Fep$!+H8hF(*FfnFj`u7$Fjp$!+(4%e_)*FfnF]au7$F`q$!+aWHF-7$F1$!+3B#z!GF-Fbfu7$F7$!+DO&yz#F-7$F:$!+s\\9(z#F -7$F=$!+^@+-GF-Fhfu7$FC$!+\"4_4\"GF-F[gu7$FI$!+1Dw=GF-7$FL$!+EIkPGF-FN FSFf`m-F(6/7$Fdo$!+m<=ZIF-7$Fio$!+=F%f*GF-Ffgu7$F_p$!+yDy%)GF-Figu7$Fe p$!+(z<$*)GF-F\\hu7$Fjp$!+gK@**GF-F_hu7$F`q$!+))4*y!HF-7$Fcq$!+sX')GHF -FNFS-F(6/7$Fdo$\"*b9(pLF-7$Fio$!+'o4i$)*FfnFjhu7$F_p$!+9oo8(*FfnF]iu7 $Fep$!+KsZj(*FfnF`iu7$Fjp$!+0d6s)*FfnFciu7$F`q$!+S^Qn**Ffn7$Fcq$!+%RlR 1&FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_ ]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgcl F]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mF e[mF[^mF_^m7hn-F(6/7$F+$!+SoVOHF-F_ju7$F4$!+)4\")=!GF-Fbju7$F:$!+SFM+G F-Fhju7$F@$!+:@P2GF-F[[v7$FF$!+S$Qc\"GF-F^[v7$FL$!+$ovl$GF-FNFSFf`m-F( 6/7$Fdo$!+Y.BQIF-Fi[v7$F\\p$!+MmC*)GF-F\\\\v7$Fbp$!+4P]()GF-F_\\v7$Fgp $!+v]D&*GF-Fb\\v7$F]q$!+(*)>W!HF-Fe\\v7$Fcq$!+minFHF-FNFS-F(6/7$Fdo$\" *u))zY$F-F`]v7$F\\p$!+ifpi(*FfnFc]v7$Fbp$!+k5cV(*FfnFf]v7$Fgp$!+;.mG)* FfnFi]v7$F]q$!+mtFH**FfnF\\^v7$Fcq$!+]%>40&FfnFNFSFbrFirF^sFavFfvF\\wF bwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_ lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlF jhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+2GF-7$FL$!+S$3b$GF-FNFSFf`m-F(6/7$Fdo$!+D*y#HIF-7$Fio $!+\"o#*y*GF-F\\`v7$F_p$!+z3?))GF-F_`v7$Fep$!+GX:#*GF-Fb`v7$Fjp$!+oRv+ HF-Fe`v7$F`q$!+4]G3HF-7$Fcq$!+hz[EHF-FNFS-F(6/7$Fdo$\"*#HEmNF-7$Fio$!+ xvhd)*FfnF`av7$F_p$!+C]@^(*FfnFcav7$Fep$!+:1i%z*FfnFfav7$Fjp$!+Y0.*))* FfnFiav7$F`q$!+Y4rr**Ffn7$Fcq$!+1N(y.&FfnFNFSFbrFirF^sFavFfvF\\wFbwFhw F^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_l Fa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF] ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+#z$H@HF- Febv7$F4$!+__X/GF-Fhbv7$F:$!+_%>J!GF-F[cv7$F@$!+cKA4GF-F^cv7$FF$!+_5S; GF-Facv7$FL$!+P:eMGF-FNFSFf`m-F(6/7$Fdo$!+$[(\\@IF-F\\dv7$F\\p$!++w2#* GF-F_dv7$Fbp$!+pId!*GF-Fbdv7$Fgp$!+#>9t*GF-Fedv7$F]q$!+$fs_!HF-Fhdv7$F cq$!+ksXDHF-FNFS-F(6/7$Fdo$\"*Q#p^OF-Fcev7$F\\p$!+Xgx$z*FfnFfev7$Fbp$! +z$esx*FfnFiev7$Fgp$!+ulE^)*FfnF\\fv7$F]q$!+'yQ'Q**FfnF_fv7$Fcq$!+%)yb E]FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_ ]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgcl F]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mF e[mF[^mF_^m7hn-F(6/7$F+$!+xeD9HF-7$F1$!+'\\X7\"GF-F[gv7$F7$!+sPl.GF-F^ gv7$F=$!+MGF-7$FL$!+LZlLGF-F NFSFf`m-F(6/7$Fdo$!+Sgr8IF-7$Fio$!+g7f**GF-F_hv7$F_p$!+\")[<\"*GF-Fbhv 7$Fep$!+Vxh%*GF-Fehv7$Fjp$!+K#*3-HF-Fhhv7$F`q$!+)3E'3HF-7$Fcq$!+olUCHF -FNFS-F(6/7$Fdo$\"*$=7PPF-7$Fio$!+FcEw)*FfnFciv7$F_p$!+Xa'Qy*FfnFfiv7$ Fep$!+'Hj;#)*FfnFiiv7$Fjp$!+,**o.**FfnF\\jv7$F`q$!+9bXv**Ffn7$Fcq$!+iA C:]FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF _]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgc lF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[m Fe[mF[^mF_^m7hn-F(6/7$F+$!+dY93HF-Fhjv7$F4$!+i/p1GF-F[[w7$F:$!+\\0`0GF -F^[w7$F@$!+a1$3\"GF-Fa[w7$FF$!+PL1GF-7$FL$!+%>X?$GF-FNFSFf`m-F(6/7$Fdo$!+^9>+IF-7$Fio $!+g&p5!HF-Fb`w7$F_p$!+K4w$*GF-Fe`w7$Fep$!+@mv'*GF-Fh`w7$Fjp$!+iqC.HF- F[aw7$F`q$!+*e@*3HF-7$Fcq$!+P!QE#HF-FNFS-F(6/7$Fdo$\"*3.c)QF-7$Fio$!+6 `\\#*)*FfnFfaw7$F_p$!++nD7)*FfnFiaw7$Fep$!+=_9X)*FfnF\\bw7$Fjp$!+l7S;* *FfnF_bw7$F`q$!+3(*py**Ffn7$Fcq$!+umg&*\\FfnFNFSFbrFirF^sFavFfvF\\wFbw FhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF ^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjh lF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+#*os' *GF-F[cw7$F4$!+d8j3GF-F^cw7$F:$!+tTi2GF-Facw7$F@$!+.kA7GF-Fdcw7$FF$!+< %Qw\"GF-Fgcw7$FL$!+*QY8$GF-FNFSFf`m-F(6/7$Fdo$!+OhJ%*HF-Fbdw7$F\\p$!+$ Q%o'*GF-Fedw7$Fbp$!+X$eb*GF-Fhdw7$Fgp$!+')3l+HF-F[ew7$F]q$!+y'=#HF-FNFS-F(6/7$Fdo$\"**e5]RF-Fiew7$F\\p$!+X@NW)*FfnF\\fw7 $Fbp$!+6)*)>$)*FfnF_fw7$Fgp$!+Y))*y))*FfnFbfw7$F]q$!+J.y`**FfnFefw7$Fc q$!+el3()\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg \\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFa clFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfj lF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+[.U\"*GF-7$F1$!+g6v8GF-Fagw7$F7$!+ Zq-3GF-Fdgw7$F=$!+6bQ5GF-Fggw7$FC$!+6OZ:GF-Fjgw7$FI$!+&)Q\"*>GF-7$FL$! +&eZ1$GF-FNFSFf`m-F(6/7$Fdo$!+@3W))HF-7$Fio$!+I`N-HF-Fehw7$F_p$!+h(3g* GF-Fhhw7$Fep$!+qQh)*GF-F[iw7$Fjp$!+@9D/HF-F^iw7$F`q$!+ix<4HF-7$Fcq$!+2 f3@HF-FNFS-F(6/7$Fdo$\"*r3Y,%F-7$Fio$!+(G6m!**FfnFiiw7$F_p$!+WZ$p$)*Ff nF\\jw7$Fep$!+K_`l)*FfnF_jw7$Fjp$!+PxUF**FfnFbjw7$F`q$!+K@^\")**Ffn7$F cq$!+Ukcy\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg \\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFa clFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfj lF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+ED\"o)GF-F^[x7$F4$!+#p;.\"GF-Fa[x7 $F:$!+D@W4GF-Fd[x7$F@$!+r$QM\"GF-Fg[x7$FF$!+vx8=GF-Fj[x7$FL$!+%zS+$GF- FNFSFf`m-F(6/7$Fdo$!+ppL$)HF-Fe\\x7$F\\p$!+)QZ&)*GF-Fh\\x7$Fbp$!+E=d(* GF-F[]x7$Fgp$!+,k*>!HF-F^]x7$F]q$!+Es?2HF-Fa]x7$Fcq$!+7BT?HF-FNFS-F(6/ 7$Fdo$\"*%>kqSF-F\\^x7$F\\p$!+h`![')*FfnF_^x7$Fbp$!+P]4a)*FfnFb^x7$Fgp $!+N2n-**FfnFe^x7$F]q$!+u$y)f**FfnFh^x7$Fcq$!+%Hr6(\\FfnFNFSFbrFirF^sF avFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lF e^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbe lFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/ 7$F+$!+/Z?#)GF-7$F1$!+gBw9GF-Fd_x7$F7$!+_>z4GF-Fg_x7$F=$!+t)R=\"GF-Fj_ x7$FC$!+9!ei\"GF-F]`x7$FI$!+GO6?GF-7$FL$!+.SVHGF-FNFSFf`m-F(6/7$Fdo$!+ ;JByHF-7$Fio$!+LJZ.HF-Fh`x7$F_p$!+^?'z*GF-F[ax7$Fep$!+rlA+HF-F^ax7$Fjp $!+'*G70HF-Faax7$F`q$!+T**R4HF-7$Fcq$!+;(Q(>HF-FNFS-F(6/7$Fdo$\"*;vm7% F-7$Fio$!+HF-FNFS-F(6/7$Fdo$\"*BX`<%F-F_fx7$F\\p$!+(y!e #))*FfnFbfx7$Fbp$!+SfHt)*FfnFefx7$Fgp$!+tL\\:**FfnFhfx7$F]q$!+P*o^'**F fnF[gx7$Fcq$!+'oct&\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFc yFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF [clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\ jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!++D?uGF-7$F1$!+9/k:GF-Fggx 7$F7$!+pWK6GF-Fjgx7$F=$!+OF58GF-F]hx7$FC$!+K\"Rp\"GF-F`hx7$FI$!+rqG?GF -7$FL$!+9-QGGF-FNFSFf`m-F(6/7$Fdo$!+vnOpHF-7$Fio$!+\"fWW!HF-F[ix7$F_p$ !+^!f'**GF-F^ix7$Fep$!+Cpi,HF-Faix7$Fjp$!+?#ze!HF-Fdix7$F`q$!++Ff4HF-7 $Fcq$!+o#p&=HF-FNFS-F(6/7$Fdo$\"*I:SA%F-7$Fio$!+s%[&H**FfnF_jx7$F_p$!+ z)4q()*FfnFbjx7$Fep$!++Wh)*)*FfnFejx7$Fjp$!+7()HX**FfnFhjx7$F`q$!+vv1' )**Ffn7$Fcq$!+Es$4&\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFc yFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF [clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\ jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+J#G2(GF-Fd[y7$F4$!+Z308GF -Fg[y7$F:$!+H9R7GF-Fj[y7$F@$!+uXS:GF-F]\\y7$FF$!+&*y%*=GF-F`\\y7$FL$!+ (pAz#GF-FNFSFf`m-F(6/7$Fdo$!+yk^lHF-F[]y7$F\\p$!+nKd,HF-F^]y7$Fbp$!+v( R3!HF-Fa]y7$Fgp$!+-$yT!HF-Fd]y7$F]q$!+3t53HF-Fg]y7$Fcq$!+Z;1=HF-FNFS-F (6/7$Fdo$\"*A'GmUF-Fb^y7$F\\p$!+;`-)*)*FfnFe^y7$Fbp$!+\"fs**))*FfnFh^y 7$Fgp$!+()\\iE**FfnF[_y7$F]q$!+I+wp**FfnF^_y7$Fcq$!+cUOX\\FfnFNFSFbrFi rF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^l Fc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF] elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn -F(6/7$F+$!+iRDnGF-7$F1$!+`GS;GF-Fj_y7$F7$!+'>bE\"GF-F]`y7$F=$!+;$*>9G F-F``y7$FC$!+n0`:)Q**FfnFbby7$F_p$!+\"o$>$*)*FfnFeby7$Fep$!+HS'>\" **FfnFhby7$Fjp$!+7g]_**FfnF[cy7$F`q$!+7S!z)**Ffn7$Fcq$!+'G\"zR\\FfnFNF SFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi ]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdl FhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF _^m7hn-F(6/7$F+$!+crBkGF-Fgcy7$F4$!+fU:9GF-Fjcy7$F:$!+o;e8GF-F]dy7$F@$ !+m!)>;GF-F`dy7$FF$!+K[F>GF-Fcdy7$FL$!+1z1FGF-FNFSFf`m-F(6/7$Fdo$!+GBK eHF-F^ey7$F\\p$!+n`z-HF-Faey7$Fbp$!+.!f@!HF-Fdey7$Fgp$!+!ee]!HF-Fgey7$ F]q$!+m-Z3HF-Fjey7$Fcq$!+;L6#*GO**FfnF^gy7$F]q$!+7[u t**FfnFagy7$Fcq$!+!*G&\\$\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[ yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeb lFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilF filF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+].AhGF-7$F1$!+,\\1< GF-F]hy7$F7$!+/2\"Q\"GF-F`hy7$F=$!+2:::GF-Fchy7$FC$!+ET/=GF-Ffhy7$FI$! +^%o0#GF-7$FL$!+J1nEGF-FNFSFf`m-F(6/7$Fdo$!+t%y\\&HF-7$Fio$!+@>-1HF-Fa iy7$F_p$!+\\NT-HF-Fdiy7$Fep$!+\\()*Q!HF-Fgiy7$Fjp$!+#f0r!HF-Fjiy7$F`q$ !+d^!*4HF-7$Fcq$!+0En;HF-FNFS-F(6/7$Fdo$\"*\"*y>Q%F-7$Fio$!+r`'o%**Ffn Fejy7$F_p$!+[/D2**FfnFhjy7$Fep$!+()ebB**FfnF[[z7$Fjp$!+vDwe**FfnF^[z7$ F`q$!+Dz\\*)**Ffn7$Fcq$!+%\\9,$\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFd xFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lF d_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`i lFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+t2geGF-Fj[z7$ F4$!+$Q7^\"GF-F]\\z7$F:$!+'=:Y\"GF-F`\\z7$F@$!+yq)o\"GF-Fc\\z7$FF$!+@( e&>GF-Ff\\z7$FL$!+mcKEGF-FNFSFf`m-F(6/7$Fdo$!+vX2_HF-Fa]z7$F\\p$!+)*o& Q!HF-Fd]z7$Fbp$!+pYI.HF-Fg]z7$Fgp$!+bG#e!HF-Fj]z7$F]q$!+J`y3HF-F]^z7$F cq$!+n**G;HF-FNFS-F(6/7$Fdo$\"*pfQT%F-Fh^z7$F\\p$!+\")f&GF-7$F1$!+v(Rw\"GF-F``z7$F7$!+lS \"[\"GF-Fc`z7$F=$!+@$yf\"GF-Ff`z7$FC$!+k+\\=GF-Fi`z7$FI$!+1?o?GF-7$FL$ !+,2)f#GF-FNFSFf`m-F(6/7$Fdo$!+x1<\\HF-7$Fio$!+R)em!HF-Fdaz7$F_p$!+hb_ .HF-Fgaz7$Fep$!+!e:[!HF-Fjaz7$Fjp$!+S.g2HF-F]bz7$F`q$!+$=J+\"HF-7$Fcq$ !+It!f\"HF-FNFS-F(6/7$Fdo$\"*YSdW%F-7$Fio$!+]y&Q&**FfnFhbz7$F_p$!+%ze% >**FfnF[cz7$Fep$!+C9iL**FfnF^cz7$Fjp$!+JU>k**FfnFacz7$F`q$!+9:)3***Ffn 7$Fcq$!+MGr@\\FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[z Fg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^cl FaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlF fjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+Ulq`GF-F]dz7$F4$!+\\V%f\"GF-F`dz 7$F:$!+>E^:GF-Fcdz7$F@$!+n`[GF-Fidz7$FL$!+e6oDGF-F NFSFf`m-F(6/7$Fdo$!+I*[m%HF-Fdez7$F\\p$!+s)yZ!HF-Fgez7$Fbp$!+t&*H/HF-F jez7$Fgp$!+Ok[1HF-F]fz7$F]q$!+Y)e!4HF-F`fz7$Fcq$!+-^d:HF-FNFS-F(6/7$Fd o$\"*vDMZ%F-F[gz7$F\\p$!+;%=K$**FfnF^gz7$Fbp$!+sj&z#**FfnFagz7$Fgp$!+3 ^'>&**FfnFdgz7$F]q$!+,m?!)**FfnFggz7$Fcq$!+Sa1=\\FfnFNFSFbrFirF^sFavFf vF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lF h^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdh lFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+ $!+!*=V^GF-7$F1$!+a*Q\"=GF-Fchz7$F7$!+6`o:GF-Ffhz7$F=$!+nip;GF-Fihz7$F C$!+%Gx)=GF-F\\iz7$FI$!+41y?GF-7$FL$!+:;QDGF-FNFSFf`m-F(6/7$Fdo$!+$=FT %HF-7$Fio$!+C?@2HF-Fgiz7$F_p$!+#H\"\\/HF-Fjiz7$Fep$!+\"p6c!HF-F]jz7$Fj p$!+#))H!3HF-F`jz7$F`q$!+*eS,\"HF-7$Fcq$!+vGC:HF-FNFS-F(6/7$Fdo$\"*/66 ]%F-7$Fio$!+]5$*f**FfnF[[[l7$F_p$!+!>h+$**FfnF^[[l7$Fep$!+9;OU**FfnFa[ [l7$Fjp$!+/+\"*o**FfnFd[[l7$F`q$!+SE3#***Ffn7$Fcq$!+Y!=W\"\\FfnFNFSFbr FirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^ ^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdl F]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7 hn-F(6/7$F+$!+WnX\\GF-F`\\[l7$F4$!+onm;GF-Fc\\[l7$F:$!+&)=H;GF-Ff\\[l7 $F@$!+x[+=GF-Fi\\[l7$FF$!+z#>+#GF-F\\][l7$FL$!+9:7DGF-FNFSFf`m-F(6/7$F do$!+Yt$>%HF-Fg][l7$F\\p$!+&ezb!HF-Fj][l7$Fbp$!+JN;0HF-F]^[l7$Fgp$!+1E 12HF-F`^[l7$F]q$!+1jH4HF-Fc^[l7$Fcq$!+5W&\\\"HF-FNFS-F(6/7$Fdo$\"*T_^_ %F-F^_[l7$F\\p$!+M\"4?%**FfnFa_[l7$Fbp$!+W9WP**FfnFd_[l7$Fgp$!+[1He**F fnFg_[l7$F]q$!+'e8G)**FfnFj_[l7$Fcq$!+-6D6\\FfnFNFSFbrFirF^sFavFfvF\\w FbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[ _lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghl FjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+*f \"[ZGF-7$F1$!+1Cd=GF-Ff`[l7$F7$!+Q=W;GF-Fi`[l7$F=$!+!o>t\"GF-F\\a[l7$F C$!+>N@>GF-F_a[l7$FI$!+Ii'3#GF-7$FL$!+89'[#GF-FNFSFf`m-F(6/7$Fdo$!+4vu RHF-7$Fio$!+^Cp2HF-Fja[l7$F_p$!+`*H`!HF-F]b[l7$Fep$!+wHI1HF-F`b[l7$Fjp $!+EGS3HF-Fcb[l7$F`q$!+tbB5HF-7$Fcq$!+Yfm9HF-FNFS-F(6/7$Fdo$\"*y$>\\XF -7$Fio$!+![0_'**FfnF^c[l7$F_p$!+?&o#R**FfnFac[l7$Fep$!+m4&*\\**FfnFdc[ l7$Fjp$!+5W+t**FfnFgc[l7$F`q$!+Ma7$***Ffn7$Fcq$!+eT33\\FfnFNFSFbrFirF^ sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^ lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elF belFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F( 6/7$F+$!+DlwXGF-Fcd[l7$F4$!+lSH GF-Fbi[l7$FI$!+w0%4#GF-7$FL$!+1(4W#GF-FNFSFf`m-F(6/7$Fdo$!+]V%f$HF-7$F io$!+s'4\"3HF-F]j[l7$F_p$!+T#eg!HF-F`j[l7$Fep$!+QK!p!HF-Fcj[l7$Fjp$!+R ms3HF-Ffj[l7$F`q$!+S!=.\"HF-7$Fcq$!+.];9HF-FNFS-F(6/7$Fdo$\"*@Z4f%F-7$ Fio$!+#)fyp**FfnFa[\\l7$F_p$!+9TEZ**FfnFd[\\l7$Fep$!+:5ac**FfnFg[\\l7$ Fjp$!+G%fl(**FfnFj[\\l7$F`q$!+53.%***Ffn7$Fcq$!+1Xe-\\FfnFNFSFbrFirF^s FavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^l Fe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFb elFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6 /7$F+$!+/AcUGF-Ff\\\\l7$F4$!+l(Qy\"GF-Fi\\\\l7$F:$!+0hbv%R\"HF-FNFS-F(6/7$Fdo$ \"*iv!4YF-Fd_\\l7$F\\p$!+iGFc**FfnFg_\\l7$Fbp$!+b-$G&**FfnFj_\\l7$Fgp$ !+j?bo**FfnF]`\\l7$F]q$!+dA/()**FfnF``\\l7$Fcq$!+Io>+\\FfnFNFSFbrFirF^ sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^ lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elF belFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F( 6/7$F+$!+cH2TGF-7$F1$!+/cF>GF-F\\a\\l7$F7$!+p\"pw\"GF-F_a\\l7$F=$!+d5L =GF-Fba\\l7$FC$!+***e(>GF-Fea\\l7$FI$!+L^+@GF-7$FL$!+wu,CGF-FNFSFf`m-F (6/7$Fdo$!+a=kKHF-7$Fio$!+))>Z3HF-F`b\\l7$F_p$!+p1p1HF-Fcb\\l7$Fep$!+j WU2HF-Ffb\\l7$Fjp$!+*z2!4HF-Fib\\l7$F`q$!+V'*Q5HF-7$Fcq$!+N+t8HF-FNFS- F(6/7$Fdo$\"*./si%F-7$Fio$!+GF-Fbe\\l7$FF$!+zm]?GF-Fee\\l7$FL$!+%=ZQ#GF -FNFSFf`m-F(6/7$Fdo$!+(*z?JHF-F`f\\l7$F\\p$!+(>.u!HF-Fcf\\l7$Fbp$!+X48 2HF-Fff\\l7$Fgp$!+lWP3HF-Fif\\l7$F]q$!+0p$)4HF-F\\g\\l7$Fcq$!+\">TN\"H F-FNFS-F(6/7$Fdo$\"*!e%Hk%F-Fgg\\l7$F\\p$!+l)H?'**FfnFjg\\l7$Fbp$!+B4/ f**FfnF]h\\l7$Fgp$!+VIps**FfnF`h\\l7$F]q$!+8'[())**FfnFch\\l7$Fcq$!+;f t&*[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\l F_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFg clF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[ mFe[mF[^mF_^m7hn-F(6/7$F+$!+Ym[QGF-7$F1$!+\"Rf&>GF-F_i\\l7$F7$!+yW;=GF -Fbi\\l7$F=$!+9#R(=GF-Fei\\l7$FC$!+O\"z*>GF-Fhi\\l7$FI$!+!>h5#GF-7$FL$ !+#*onBGF-FNFSFf`m-F(6/7$Fdo$!+RTxHHF-7$Fio$!+=my3HF-Fcj\\l7$F_p$!+Y)R s!HF-Ffj\\l7$Fep$!+dq(y!HF-Fij\\l7$Fjp$!+H>D4HF-F\\[]l7$F`q$!+8=X5HF-7 $Fcq$!+[BN8HF-FNFS-F(6/7$Fdo$\"*d(oeYF-7$Fio$!+>z@x**FfnFg[]l7$F_p$!++ lBg**FfnFj[]l7$Fep$!+&>Ks'**FfnF]\\]l7$Fjp$!+&QEB)**FfnF`\\]l7$F`q$!+X %*\\&***Ffn7$Fcq$!+yEm$*[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF _yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblF hblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfi lF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+jPOPGF-F\\]]l7$F4$!+V Cs=GF-F_]]l7$F:$!+?$4&=GF-Fb]]l7$F@$!+nJ[>GF-Fe]]l7$FF$!+o$G1#GF-Fh]]l 7$FL$!+B!HN#GF-FNFSFf`m-F(6/7$Fdo$!+f!H&GHF-Fc^]l7$F\\p$!+b&ey!HF-Ff^] l7$Fbp$!+t@i2HF-Fi^]l7$Fgp$!+!)>q3HF-F\\_]l7$F]q$!+f=(*4HF-F__]l7$Fcq$ !+s$)=8HF-FNFS-F(6/7$Fdo$\"*#oNsYF-Fj_]l7$F\\p$!+n!Hq'**FfnF]`]l7$Fbp$ !+GF-Fba]l7$F7$!+pXf= GF-Fea]l7$F=$!+GO4>GF-Fha]l7$FC$!+)Gq,#GF-F[b]l7$FI$!+l)46#GF-7$FL$!+` 6QBGF-FNFSFf`m-F(6/7$Fdo$!+!)RGFHF-7$Fio$!+L)f!4HF-Ffb]l7$F_p$!+Dnr2HF -Fib]l7$Fep$!+d+F3HF-F\\c]l7$Fjp$!+3RY4HF-F_c]l7$F`q$!+%z00\"HF-7$Fcq$ !+(RCI\"HF-FNFS-F(6/7$Fdo$\"*1Ego%F-7$Fio$!+Su@!)**FfnFjc]l7$F_p$!+x>Z l**FfnF]d]l7$Fep$!+#zY:(**FfnF`d]l7$Fjp$!+G F-Fbe]l7$F:$!+0S*)=GF-Fee]l7$F@$!+C'R(>GF-Fhe]l7$FF$!+MSt?GF-F[f]l7$FL $!+aFDBGF-FNFSFf`m-F(6/7$Fdo$!+HG?EHF-Fff]l7$F\\p$!+pRD3HF-Fif]l7$Fbp$ !+C([!3HF-F\\g]l7$Fgp$!+nj)*3HF-F_g]l7$F]q$!+S!*35HF-Fbg]l7$Fcq$!+9?)G \"HF-FNFS-F(6/7$Fdo$\"*g&*yp%F-F]h]l7$F\\p$!+i,Pr**FfnF`h]l7$Fbp$!+mo6 p**FfnFch]l7$Fgp$!+()3Tz**FfnFfh]l7$F]q$!++n^\"***FfnFih]l7$Fcq$!+q!* \\))[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\ lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclF gclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF` [mFe[mF[^mF_^m7hn-F(6/7$F+$!+=3HMGF-7$F1$!+&y>+#GF-Fei]l7$F7$!+H!o*=GF -Fhi]l7$F=$!+w8S>GF-F[j]l7$FC$!+qiL?GF-F^j]l7$FI$!+K@:@GF-7$FL$!+bV7BG F-FNFSFf`m-F(6/7$Fdo$!+z;7DHF-7$Fio$!+#3(H4HF-Fij]l7$F_p$!+A383HF-F\\[ ^l7$Fep$!+58h3HF-F_[^l7$Fjp$!+rzk4HF-Fb[^l7$F`q$!+mEb5HF-7$Fcq$!+K'RF \"HF-FNFS-F(6/7$Fdo$\"*9l(4ZF-7$Fio$!+(4AG)**FfnF]\\^l7$F_p$!+&==+(**F fnF`\\^l7$Fep$!+zKHv**FfnFc\\^l7$Fjp$!+vVn')**FfnFf\\^l7$F`q$!+!o1m*** Ffn7$Fcq$!+1f$p)[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgy F[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF ^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFa jlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+rTWLGF-Fb]^l7$F4$!+J()Q>GF-Fe ]^l7$F:$!+P!G#>GF-Fh]^l7$F@$!+8B'*>GF-F[^^l7$FF$!+(yD3#GF-F^^^l7$FL$!+ iG,BGF-FNFSFf`m-F(6/7$Fdo$!+xG=CHF-Fi^^l7$F\\p$!+Etf3HF-F\\_^l7$Fbp$!+ :\">%3HF-F__^l7$Fgp$!+2LB4HF-Fb_^l7$F]q$!+)y!>5HF-Fe_^l7$Fcq$!+)*fh7HF -FNFS-F(6/7$Fdo$\"*)=2?ZF-F``^l7$F\\p$!+](R^(**FfnFc`^l7$Fbp$!+TK=t**F fnFf`^l7$Fgp$!+O>7#)**FfnFi`^l7$F]q$!+ePj#***FfnF\\a^l7$Fcq$!+y&yb)[Ff nFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd ]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dl FcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF [^mF_^m7hn-F(6/7$F+$!+CvfKGF-7$F1$!+%e0-#GF-Fha^l7$F7$!+:BH>GF-F[b^l7$ F=$!+.'o'>GF-F^b^l7$FC$!+(R![?GF-Fab^l7$FI$!+L))=@GF-7$FL$!+q8!H#GF-FN FSFf`m-F(6/7$Fdo$!+vSCBHF-7$Fio$!+'4.&4HF-F\\c^l7$F_p$!+*R!\\3HF-F_c^l 7$Fep$!+Iw!*3HF-Fbc^l7$Fjp$!+'z2)4HF-Fec^l7$F`q$!+mLf5HF-7$Fcq$!+kB\\7 HF-FNFS-F(6/7$Fdo$\"*iy.t%F-7$Fio$!+]Q3&)**FfnF`d^l7$F_p$!+Xe'R(**FfnF cd^l7$Fep$!+ekay**FfnFfd^l7$Fjp$!+H!H%))**FfnFid^l7$F`q$!+.N0(***Ffn7$ Fcq$!+]7A%)[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg \\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFa clFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfj lF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+cB'=$GF-Fee^l7$F4$!+Bwl>GF-Fhe^l7$ F:$!+)3=&>GF-F[f^l7$F@$!+zc:?GF-F^f^l7$FF$!+ea!4#GF-Faf^l7$FL$!+eX!G#G F-FNFSFf`m-F(6/7$Fdo$!+#))GC#HF-F\\g^l7$F\\p$!+ya*)3HF-F_g^l7$Fbp$!+Q2 u3HF-Fbg^l7$Fgp$!+HxW4HF-Feg^l7$F]q$!+Q\"z-\"HF-Fhg^l7$Fcq$!+5]Q7HF-FN FS-F(6/7$Fdo$\"*JG$RZF-Fch^l7$F\\p$!+ZITy**FfnFfh^l7$Fbp$!+8Urw**FfnFi h^l7$Fgp$!+,gZ%)**FfnF\\i^l7$F]q$!+9Pg$***FfnF_i^l7$Fcq$!+_E/$)[FfnFNF SFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi ]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdl FhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF _^m7hn-F(6/7$F+$!+*=F6$GF-7$F1$!+>pO?GF-F[j^l7$F7$!+-Rd>GF-F^j^l7$F=$! +V1!*>GF-Faj^l7$FC$!+Zbg?GF-Fdj^l7$FI$!+,2A@GF-7$FL$!+XxqAGF-FNFSFf`m- F(6/7$Fdo$!+*o8;#HF-7$Fio$!+()>o4HF-F_[_l7$F_p$!+ME!)3HF-Fb[_l7$Fep$!+ L\\;4HF-Fe[_l7$Fjp$!+ul%*4HF-Fh[_l7$F`q$!+1(G1\"HF-7$Fcq$!+cwF7HF-FNFS -F(6/7$Fdo$\"*+y#[ZF-7$Fio$!+Gy/()**FfnFc\\_l7$F_p$!+YPRx**FfnFf\\_l7$ Fep$!+'Gr8)**FfnFi\\_l7$Fjp$!+GE&**)**FfnF\\]_l7$F`q$!+&[Tu***Ffn7$Fcq $!+aS'=)[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\l Fj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclF dclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[ [mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+A))[IGF-Fh]_l7$F4$!+36*)>GF-F[^_l7$F: $!+Y*p(>GF-F^^_l7$F@$!+&eB.#GF-Fa^_l7$FF$!+RY(4#GF-Fd^_l7$FL$!+\"oBE#G F-FNFSFf`m-F(6/7$Fdo$!+Je!4#HF-F___l7$F\\p$!+vV:4HF-Fb__l7$Fbp$!+8+-4H F-Fe__l7$Fgp$!+=Rj4HF-Fh__l7$F]q$!+`eN5HF-F[`_l7$Fcq$!+QW=7HF-FNFS-F(6 /7$Fdo$\"*I\\gv%F-Ff`_l7$F\\p$!+z`D\")**FfnFi`_l7$Fbp$!+q-yz**FfnF\\a_ l7$Fgp$!+\"4?l)**FfnF_a_l7$F]q$!+VfW%***FfnFba_l7$Fcq$!+[1%3)[FfnFNFSF brFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]l F^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFh dlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^ m7hn-F(6/7$F+$!+c/&)HGF-7$F1$!+5q]?GF-F^b_l7$F7$!+6%=)>GF-Fab_l7$F=$!+ I@5?GF-Fdb_l7$FC$!+=Ur?GF-Fgb_l7$FI$!+u$[7#GF-7$FL$!+;'RD#GF-FNFSFf`m- F(6/7$Fdo$!+sz>?HF-7$Fio$!+Et$)4HF-Fbc_l7$F_p$!+eP24HF-Fec_l7$Fep$!+c$ )Q4HF-Fhc_l7$Fjp$!+zq15HF-F[d_l7$F`q$!+#Rf1\"HF-7$Fcq$!+?747HF-FNFS-F( 6/7$Fdo$\"*h?Qw%F-7$Fio$!+FKv))**FfnFfd_l7$F_p$!+9.P!)**FfnFid_l7$Fep$ !+jT#Q)**FfnF\\e_l7$Fjp$!+-cF\"***FfnF_e_l7$F`q$!+x$yx***Ffn7$Fcq$!+Us \")z[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\ lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclF gclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF` [mFe[mF[^mF_^m7hn-F(6/7$F+$!+WhHHGF-F[f_l7$F4$!+^Q4?GF-F^f_l7$F:$!+U') )*>GF-Faf_l7$F@$!+#Qp/#GF-Fdf_l7$FF$!+6Z.@GF-Fgf_l7$FL$!+?mYAGF-FNFSFf `m-F(6/7$Fdo$!+HF-Fbg_l7$F\\p$!+&=z$4HF-Feg_l7$Fbp$!+\"HF-FNFS-F(6/7$Fd o$\"*u;tx%F-7$Fio$!+(3M-***FfnFi\\`l7$F_p$!+l\\&H)**FfnF\\]`l7$Fep$!+l S&f)**FfnF_]`l7$Fjp$!+rVU#***FfnFb]`l7$F`q$!+242)***Ffn7$Fcq$!+U*R!y[F fnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lF d]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]d lFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[m F[^mF_^m7hn-F(6/7$F+$!+30EGGF-F^^`l7$F4$!+)*)p-#GF-Fa^`l7$F:$!+U&y,#GF -Fd^`l7$F@$!+#)ff?GF-Fg^`l7$FF$!+to3@GF-Fj^`l7$FL$!+S-LAGF-FNFSFf`m-F( 6/7$Fdo$!+Q\\V=HF-Fe_`l7$F\\p$!+&Ru&4HF-Fh_`l7$Fbp$!+!4t%4HF-F[``l7$Fg p$!+uf$*4HF-F^``l7$F]q$!+4.[5HF-Fa``l7$Fcq$!+Z!f=\"HF-FNFS-F(6/7$Fdo$ \"*GwJy%F-F\\a`l7$F\\p$!+9m'e)**FfnF_a`l7$Fbp$!+DWv%)**FfnFba`l7$Fgp$! +[i$)*)**FfnFea`l7$F]q$!+#H7e***FfnFha`l7$Fcq$!+/$os([FfnFNFSFbrFirF^s FavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^l Fe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFb elFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6 /7$F+$!+%=zx#GF-7$F1$!+%GM2#GF-Fdb`l7$F7$!+%3:-#GF-Fgb`l7$F=$!+1!H/#GF -Fjb`l7$FC$!+<0*3#GF-F]c`l7$FI$!+nKH@GF-7$FL$!+coEAGF-FNFSFf`m-F(6/7$F do$!+97!z\"HF-7$Fio$!+P$*35HF-Fhc`l7$F_p$!+7O^4HF-F[d`l7$Fep$!+?3v4HF- F^d`l7$Fjp$!+vDE5HF-Fad`l7$F`q$!+u\"42\"HF-7$Fcq$!+h()y6HF-FNFS-F(6/7$ Fdo$\"*$e.*y%F-7$Fio$!+p*>:***FfnF\\e`l7$F_p$!+,$*>&)**FfnF_e`l7$Fep$! +>N!y)**FfnFbe`l7$Fjp$!+v=U$***FfnFee`l7$F`q$!+<\\K)***Ffn7$Fcq$!+mm\\ w[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_ ]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgcl F]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mF e[mF[^mF_^m7hn-F(6/7$F+$!+O7OFGF-Faf`l7$F4$!+kFU?GF-Fdf`l7$F:$!+PMM?GF -Fgf`l7$F@$!+8fq?GF-Fjf`l7$FF$!+n@8@GF-F]g`l7$FL$!+==@AGF-FNFSFf`m-F(6 /7$Fdo$!+mxV5HF-F[\\al7$F_p$!+B6p4HF-F^\\al7$Fep$!+*4(*)4HF-Fa\\a l7$Fjp$!+q9M5HF-Fd\\al7$F`q$!+k#H2\"HF-7$Fcq$!++nm6HF-FNFS-F(6/7$Fdo$ \"*(=@*z%F-7$Fio$!+Tlj#***FfnF_]al7$F_p$!+E\"[r)**FfnFb]al7$Fep$!+_%4% *)**FfnFe]al7$Fjp$!+L!)G%***FfnFh]al7$F`q$!+![X&)***Ffn7$Fcq$!+)fc^([F fnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lF d]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]d lFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[m F[^mF_^m7hn-F(6/7$F+$!+t.eEGF-Fd^al7$F4$!+-bb?GF-Fg^al7$F:$!+@m[?GF-Fj ^al7$F@$!+o8!3#GF-F]_al7$FF$!+(\\r6#GF-F`_al7$FL$!+))*3@#GF-FNFSFf`m-F (6/7$Fdo$!+#*=d;HF-F[`al7$F\\p$!+!4\"*)4HF-F^`al7$Fbp$!+3Z\")4HF-Fa`al 7$Fgp$!+@P;5HF-Fd`al7$F]q$!+ZTd5HF-Fg`al7$Fcq$!+0Ph6HF-FNFS-F(6/7$Fdo$ \"*%*HO![F-Fbaal7$F\\p$!+#\\V$*)**FfnFeaal7$Fbp$!+A\\]))**FfnFhaal7$Fg p$!+,mL#***FfnF[bal7$F]q$!+,D%o***FfnF^bal7$Fcq$!+!zuX([FfnFNFSFbrFirF ^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc ^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]el FbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F (6/7$F+$!+eu@EGF-7$F1$!+Zc!4#GF-Fjbal7$F7$!+tT^?GF-F]cal7$F=$!+pan?GF- F`cal7$FC$!+XM-@GF-Fccal7$FI$!+h?#GF-FNFSFf`m-F(6/7$Fd o$!+n%ph\"HF-7$Fio$!+b$z-\"HF-F^dal7$F_p$!+h_%)4HF-Fadal7$Fep$!+;T-5HF -Fddal7$Fjp$!+w*4/\"HF-Fgdal7$F`q$!+4nu5HF-7$Fcq$!+62c6HF-FNFS-F(6/7$F do$\"*-[!3[F-7$Fio$!+&41O***FfnFbeal7$F_p$!+].%)))**FfnFeeal7$Fep$!+HR !3***FfnFheal7$Fjp$!+T,/&***FfnF[fal7$F`q$!+,qt)***Ffn7$Fcq$!+#)H*R([F fnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lF d]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]d lFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[m F[^mF_^m7hn-F(6/7$F+$!+GB!f#GF-Fgfal7$F4$!+j2n?GF-Fjfal7$F:$!+^4h?GF-F ]gal7$F@$!+bU)3#GF-F`gal7$FF$!+[c?@GF-Fcgal7$FL$!+)p>?#GF-FNFSFf`m-F(6 /7$Fdo$!+H+#e\"HF-F^hal7$F\\p$!+**)=+\"HF-Fahal7$Fbp$!+uD&*4HF-Fdhal7$ Fgp$!+KcD5HF-Fghal7$F]q$!+;?h5HF-Fjhal7$Fcq$!+%p9:\"HF-FNFS-F(6/7$Fdo$ \"*O%)=\"[F-Feial7$F\\p$!+[mu!***FfnFhial7$Fbp$!+(\\=+***FfnF[jal7$Fgp $!+ccM$***FfnF^jal7$F]q$!+d#es***FfnFajal7$Fcq$!+#y([t[FfnFNFSFbrFirF^ sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^ lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elF belFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F( 6/7$F+$!+)>(eDGF-7$F1$!+.[(4#GF-F][bl7$F7$!+w[j?GF-F`[bl7$F=$!+L\\x?GF -Fc[bl7$FC$!+\"4x5#GF-Ff[bl7$FI$!+x2M@GF-7$FL$!+*>y>#GF-FNFSFf`m-F(6/7 $Fdo$!+\"fqa\"HF-7$Fio$!+SgN5HF-Fa\\bl7$F_p$!+/\"z*4HF-Fd\\bl7$Fep$!+4 W85HF-Fg\\bl7$Fjp$!+j%p/\"HF-Fj\\bl7$F`q$!+d=w5HF-7$Fcq$!+x'o9\"HF-FNF S-F(6/7$Fdo$\"*q?d\"[F-7$Fio$!+*)zW%***FfnFe]bl7$F_p$!+e(4.***FfnFh]bl 7$Fep$!+$z9?***FfnF[^bl7$Fjp$!+#GF-F NFSFf`m-F(6/7$Fdo$!+kr;:HF-Fa`bl7$F\\p$!+y)H,\"HF-Fd`bl7$Fbp$!+(Gs+\"H F-Fg`bl7$Fgp$!+TaL5HF-Fj`bl7$F]q$!+**[k5HF-F]abl7$Fcq$!+?(G9\"HF-FNFS- F(6/7$Fdo$\"*\">0>[F-Fhabl7$F\\p$!+]]'>***FfnF[bbl7$Fbp$!+zFL\"***FfnF ^bbl7$Fgp$!+Z=A%***FfnFabbl7$F]q$!+o#>w***FfnFdbbl7$Fcq$!+/Ras[FfnFNFS FbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi] lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlF hdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_ ^m7hn-F(6/7$F+$!+E*R]#GF-7$F1$!+`[.@GF-F`cbl7$F7$!+&oR2#GF-Fccbl7$F=$! +,8'3#GF-Ffcbl7$FC$!+tO7@GF-Ficbl7$FI$!+REN@GF-7$FL$!+Jh!>#GF-FNFSFf`m -F(6/7$Fdo$!+PP'[\"HF-7$Fio$!+FEU5HF-Fddbl7$F_p$!+B`45HF-Fgdbl7$Fep$!+ z,B5HF-Fjdbl7$Fjp$!+;6_5HF-F]ebl7$F`q$!+5]x5HF-7$Fcq$!+i()Q6HF-FNFS-F( 6/7$Fdo$\"*7$QA[F-7$Fio$!+I!z^***FfnFhebl7$F_p$!+(o&e\"***FfnF[fbl7$Fe p$!+?i1$***FfnF^fbl7$Fjp$!++.E'***FfnFafbl7$F`q$!+2x/****Ffn7$Fcq$!+E_ 5s[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF _]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgc lF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[m Fe[mF[^mF_^m7hn-F(6/7$F+$!+?B![#GF-F]gbl7$F4$!+_x&3#GF-F`gbl7$F:$!+aE \"3#GF-Fcgbl7$F@$!+C(=5#GF-Ffgbl7$FF$!+_5E@GF-Figbl7$FL$!+T[(=#GF-FNFS Ff`m-F(6/7$Fdo$!+j-g9HF-Fdhbl7$F\\p$!+XiA5HF-Fghbl7$Fbp$!+Pi<5HF-Fjhbl 7$Fgp$!+TZS5HF-F]ibl7$F]q$!+`Mn5HF-F`ibl7$Fcq$!+mSN6HF-FNFS-F(6/7$Fdo$ \"*qv_#[F-F[jbl7$F\\p$!+CI-$***FfnF^jbl7$Fbp$!+2SZ#***FfnFajbl7$Fgp$!+ oE)\\***FfnFdjbl7$F]q$!+WF$z***FfnFgjbl7$Fcq$!+3Vsr[FfnFNFSFbrFirF^sFa vFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe ^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbel FdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7 $F+$!+9ZcCGF-7$F1$!+'*p3@GF-Fc[cl7$F7$!+$pI3#GF-Ff[cl7$F=$!+'HO4#GF-Fi [cl7$FC$!+@T;@GF-F\\\\cl7$FI$!+RHO@GF-7$FL$!+^N%=#GF-FNFSFf`m-F(6/7$Fd o$!+*yOV\"HF-7$Fio$!+Z/[5HF-Fg\\cl7$F_p$!+Si>5HF-Fj\\cl7$Fep$!+SLJ5HF- F]]cl7$Fjp$!+ofc5HF-F`]cl7$F`q$!+Kky5HF-7$Fcq$!+p$>8\"HF-FNFS-F(6/7$Fd o$\"*Go\"G[F-7$Fio$!+:Q\"e***FfnF[^cl7$F_p$!+9Op#***FfnF^^cl7$Fep$!+.# zR***FfnFa^cl7$Fjp$!+9Fv'***FfnFd^cl7$F`q$!+)4t\"****Ffn7$Fcq$!+!RV8([ FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]l Fd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF] dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[ mF[^mF_^m7hn-F(6/7$F+$!+%ReV#GF-F`_cl7$F4$!+:K$4#GF-Fc_cl7$F:$!+bS*3#G F-Ff_cl7$F@$!+\"*H2@GF-Fi_cl7$FF$!+7MG@GF-F\\`cl7$FL$!+\"Q;=#GF-FNFSFf `m-F(6/7$Fdo$!+2!3T\"HF-Fg`cl7$F\\p$!+B*4.\"HF-Fj`cl7$Fbp$!++lE5HF-F]a cl7$Fgp$!+<\\Y5HF-F`acl7$F]q$!+Y#)p5HF-Fcacl7$Fcq$!+U#*G6HF-FNFS-F(6/7 $Fdo$\"***z1$[F-F^bcl7$F\\p$!+%pTR***FfnFabcl7$Fbp$!+o\\Y$***FfnFdbcl7 $Fgp$!+5Lk&***FfnFgbcl7$F]q$!+W\\?)***FfnFjbcl7$Fcq$!+IE,r[FfnFNFSFbrF irF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^ lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF ]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7h n-F(6/7$F+$!+u?:CGF-7$F1$!+uA8@GF-Ffccl7$F7$!+>(44#GF-Ficcl7$F=$!+<9+@ GF-F\\dcl7$FC$!+V#*>@GF-F_dcl7$FI$!+#)=P@GF-7$FL$!+7#*y@GF-FNFSFf`m-F( 6/7$Fdo$!+C#zQ\"HF-7$Fio$!+a1`5HF-Fjdcl7$F_p$!+pQG5HF-F]ecl7$Fep$!+]bQ 5HF-F`ecl7$Fjp$!+9\\g5HF-Fcecl7$F`q$!+\\jz5HF-7$Fcq$!+9\"f7\"HF-FNFS-F (6/7$Fdo$\"*q\">L[F-7$Fio$!+;]O'***FfnF^fcl7$F_p$!+ecl$***FfnFafcl7$Fe p$!+t>x%***FfnFdfcl7$Fjp$!+!H!=(***FfnFgfcl7$F`q$!+y>G****Ffn7$Fcq$!+q =oq[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\l F_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFg clF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[ mFe[mF[^mF_^m7hn-F(6/7$F+$!+?H(R#GF-Fcgcl7$F4$!+T()*4#GF-Ffgcl7$F:$!+Q Z'4#GF-Figcl7$F@$!+8,7@GF-F\\hcl7$FF$!+FGI@GF-F_hcl7$FL$!+?cw@GF-FNFSF f`m-F(6/7$Fdo$!+m0o8HF-Fjhcl7$F\\p$!+$e#Q5HF-F]icl7$Fbp$!+y[M5HF-F`icl 7$Fgp$!+pr^5HF-Fcicl7$F]q$!+v(>2\"HF-Fficl7$Fcq$!+`HB6HF-FNFS-F(6/7$Fd o$\"*ps`$[F-Fajcl7$F\\p$!+-%RZ***FfnFdjcl7$Fbp$!+ZaK%***FfnFgjcl7$Fgp$ !+jp@'***FfnFjjcl7$F]q$!+.8W)***FfnF][dl7$Fcq$!+iYRq[FfnFNFSFbrFirF^sF avFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lF e^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbe lFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/ 7$F+$!+nPzBGF-7$F1$!+!fr6#GF-Fi[dl7$F7$!+R$y4#GF-F\\\\dl7$F=$!+jz0@GF- F_\\dl7$FC$!+T(H7#GF-Fb\\dl7$FI$!+\\'z8#GF-7$FL$!+F?u@GF-FNFSFf`m-F(6/ 7$Fdo$!+3>[8HF-7$Fio$!+]Ud5HF-F]]dl7$F_p$!+g*f.\"HF-F`]dl7$Fep$!+_#[/ \"HF-Fc]dl7$Fjp$!+L(Q1\"HF-Ff]dl7$F`q$!+h\\!3\"HF-7$Fcq$!+#z17\"HF-FNF S-F(6/7$Fdo$\"*o`v$[F-7$Fio$!+TO%o***FfnFa^dl7$F_p$!+H5\\%***FfnFd^dl7 $Fep$!+d.Y&***FfnFg^dl7$Fjp$!+n:b(***FfnFj^dl7$F`q$!+@lP****Ffn7$Fcq$! +au5q[FfnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj \\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdc lFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[m F`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+.#QO#GF-Ff_dl7$F4$!+Rc0@GF-Fi_dl7$F:$!+ 8h-@GF-F\\`dl7$F@$!+I5;@GF-F_`dl7$FF$!+'o>8#GF-Fb`dl7$FL$!+U:s@GF-FNFS Ff`m-F(6/7$Fdo$!+3%4L\"HF-F]adl7$F\\p$!+wcW5HF-F`adl7$Fbp$!+NHT5HF-Fca dl7$Fgp$!+SDc5HF-Ffadl7$F]q$!+p%Q2\"HF-Fiadl7$Fcq$!+wS=6HF-FNFS-F(6/7$ Fdo$\"*]Z%R[F-Fdbdl7$F\\p$!+u?V&***FfnFgbdl7$Fbp$!+EE2&***FfnFjbdl7$Fg p$!+$3:n***FfnF]cdl7$F]q$!+Rlk)***FfnF`cdl7$Fcq$!+i!e)p[FfnFNFSFbrFirF ^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc ^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]el FbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F (6/7$F+$!+RE[BGF-7$F1$!+Hd?@GF-F\\ddl7$F7$!+Cz.@GF-F_ddl7$F=$!+jq5@GF- Fbddl7$FC$!+BiD@GF-Feddl7$FI$!+#R'Q@GF-7$FL$!+c5q@GF-FNFSFf`m-F(6/7$Fd o$!+2p88HF-7$Fio$!+1@h5HF-F`edl7$F_p$!+KgU5HF-Fcedl7$Fep$!+)p-0\"HF-Ff edl7$Fjp$!+)4o1\"HF-Fiedl7$F`q$!+QC\"3\"HF-7$Fcq$!+g8;6HF-FNFS-F(6/7$F do$\"*KT8%[F-7$Fio$!+W#fs***FfnFdfdl7$F_p$!+0k@&***FfnFgfdl7$Fep$!++\" eg***FfnFjfdl7$Fjp$!+dR(y***FfnF]gdl7$F`q$!+;'e%****Ffn7$Fcq$!+q'3'p[F fnFNFSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lF d]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]d lFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[m F[^mF_^m7hn-F(6/7$F+$!+fvMBGF-Figdl7$F4$!+Y]5@GF-F\\hdl7$F:$!+2%z5#GF- F_hdl7$F@$!+fl>@GF-Fbhdl7$FF$!+DVL@GF-Fehdl7$FL$!+nKo@GF-FNFSFf`m-F(6/ 7$Fdo$!+?r)H\"HF-F`idl7$F\\p$!+h/]5HF-Fcidl7$Fbp$!+K?Z5HF-Ffidl7$Fgp$! +Q>g5HF-Fiidl7$F]q$!+-Zv5HF-F\\jdl7$Fcq$!+N;96HF-FNFS-F(6/7$Fdo$\"*x&) H%[F-Fgjdl7$F\\p$!+TN.'***FfnFjjdl7$Fbp$!+A9s&***FfnF][el7$Fgp$!+9w9(* **FfnF`[el7$F]q$!+_Z#))***FfnFc[el7$Fcq$!+;@Rp[FfnFNFSFbrFirF^sFavFfvF \\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^ lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlF ghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$! +yC@BGF-7$F1$!+t`B@GF-F_\\el7$F7$!+j'*3@GF-Fb\\el7$F=$!+)p\\6#GF-Fe\\e l7$FC$!+=#z7#GF-Fh\\el7$FI$!+[AR@GF-7$FL$!+zam@GF-FNFSFf`m-F(6/7$Fdo$! +Lt$G\"HF-7$Fio$!+x\\k5HF-Fc]el7$F_p$!+/M[5HF-Ff]el7$Fep$!+w*\\0\"HF-F i]el7$Fjp$!+(f$p5HF-F\\^el7$F`q$!+J*=3\"HF-7$Fcq$!+5>76HF-FNFS-F(6/7$F do$\"*AIY%[F-7$Fio$!+C,i(***FfnFg^el7$F_p$!+pi%e***FfnFj^el7$Fep$!+Prd '***FfnF]_el7$Fjp$!+(*Q:)***FfnF`_el7$F`q$!+,*H&****Ffn7$Fcq$!+ibBv***FfnFccel7$F]q$!+*\\z*)***FfnFfcel7$Fcq$!+Av)*o[FfnFNFSFbrFirF^sF avFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lF e^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbe lFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/ 7$F+$!+*)y(H#GF-7$F1$!+86E@GF-Fbdel7$F7$!+*eM6#GF-Fedel7$F=$!+?n=@GF-F hdel7$FC$!+'=*H@GF-F[eel7$FI$!+KtR@GF-7$FL$!+(eM;#GF-FNFSFf`m-F(6/7$Fd o$!+0sd7HF-7$Fio$!+?Nn5HF-Ffeel7$F_p$!+@K`5HF-Fieel7$Fep$!+G5f5HF-F\\f el7$Fjp$!+Qdr5HF-F_fel7$F`q$!+qX#3\"HF-7$Fcq$!+aw36HF-FNFS-F(6/7$Fdo$ \"*3'[Z[F-7$Fio$!+([Lz***FfnFjfel7$F_p$!+*>$R'***FfnF]gel7$Fep$!+Ky-(* **FfnF`gel7$Fjp$!+xpR)***FfnFcgel7$F`q$!++=f****Ffn7$Fcq$!+#[*zo[FfnFN FSFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lF i]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcd lFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^m F_^m7hn-F(6/7$F+$!+Sg(G#GF-F_hel7$F4$!+*>&=@GF-Fbhel7$F:$!+oe;@GF-Fehe l7$F@$!+*>a7#GF-Fhhel7$FF$!+u!e8#GF-F[iel7$FL$!+u6i@GF-FNFSFf`m-F(6/7$ Fdo$!+mUY7HF-Ffiel7$F\\p$!+T$*e5HF-Fiiel7$Fbp$!+0zc5HF-F\\jel7$Fgp$!+a em5HF-F_jel7$F]q$!+P5y5HF-Fbjel7$Fcq$!+#ys5\"HF-FNFS-F(6/7$Fdo$\"*)fs[ [F-F][fl7$F\\p$!+9$4q***FfnF`[fl7$Fbp$!+zRx'***FfnFc[fl7$Fgp$!+>$\\y** *FfnFf[fl7$F]q$!+rQ6****FfnFi[fl7$Fcq$!+-ijo[FfnFNFSFbrFirF^sFavFfvF\\ wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF [_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFgh lFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+! >uF#GF-7$F1$!+kMG@GF-Fe\\fl7$F7$!++O<@GF-Fh\\fl7$F=$!+n)=7#GF-F[]fl7$F C$!+ClJ@GF-F^]fl7$FI$!+Zu***Ff nFc_fl7$Fjp$!+]!3')***FfnFf_fl7$F`q$!+[bk****Ffn7$Fcq$!+AHZo[FfnFNFSFb rFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF ^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhd lF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m 7hn-F(6/7$F+$!+]doAGF-Fb`fl7$F4$!+Yv@@GF-Fe`fl7$F:$!+g2?@GF-Fh`fl7$F@$ !+huF@GF-F[afl7$FF$!+ewO@GF-F^afl7$FL$!+;hf@GF-FNFSFf`m-F(6/7$Fdo$!+gK D7HF-Fiafl7$F\\p$!+5_i5HF-F\\bfl7$Fbp$!+'f11\"HF-F_bfl7$Fgp$!+[;p5HF-F bbfl7$F]q$!+l;z5HF-Febfl7$Fcq$!+&*\\/6HF-FNFS-F(6/7$Fdo$\"*aU5&[F-F`cf l7$F\\p$!+.JS(***FfnFccfl7$Fbp$!+b()>(***FfnFfcfl7$Fgp$!+.D8)***FfnFic fl7$F]q$!+\\0B****FfnF\\dfl7$Fcq$!+U6Lo[FfnFNFSFbrFirF^sFavFfvF\\wFbwF hwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^ _lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhl F]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn-F(6/7$F+$!+6tfAGF -7$F1$!+tGI@GF-Fhdfl7$F7$!+uu?@GF-F[efl7$F=$!+\"yY7#GF-F^efl7$FC$!+z:L @GF-Faefl7$FI$!+\"e09#GF-7$FL$!+pWe@GF-FNFSFf`m-F(6/7$Fdo$!+$>b@\"HF-7 $Fio$!+E)>2\"HF-F\\ffl7$F_p$!+USh5HF-F_ffl7$Fep$!+Fwl5HF-Fbffl7$Fjp$!+ e;v5HF-Feffl7$F`q$!+;P$3\"HF-7$Fcq$!+\"3K5\"HF-FNFS-F(6/7$Fdo$\"*>>@&[ F-7$Fio$!+i=W)***FfnF`gfl7$F_p$!+%\\!G(***FfnFcgfl7$Fep$!+/!fx***FfnFf gfl7$Fjp$!+J8z)***FfnFigfl7$F`q$!+?Ap****Ffn7$Fcq$!+i$*=o[FfnFNFSFbrFi rF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^l Fc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF] elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7hn -F(6/7$F+$!+<0_AGF-Fehfl7$F4$!+McC@GF-Fhhfl7$F:$!+e5B@GF-F[ifl7$F@$!+g wH@GF-F^ifl7$FF$!+!)fP@GF-Faifl7$FL$!+dVd@GF-FNFSFf`m-F(6/7$Fdo$!+Q+27 HF-F\\jfl7$F\\p$!+bjl5HF-F_jfl7$Fbp$!+$>S1\"HF-Fbjfl7$Fgp$!+YSr5HF-Fej fl7$F]q$!+$*3!3\"HF-Fhjfl7$Fcq$!+n3-6HF-FNFS-F(6/7$Fdo$\"*2aI&[F-Fc[gl 7$F\\p$!+T]u(***FfnFf[gl7$Fbp$!++wc(***FfnFi[gl7$Fgp$!++%y$)***FfnF\\ \\gl7$F]q$!+k=L****FfnF_\\gl7$Fcq$!+]i1o[FfnFNFSFbrFirF^sFavFfvF\\wFbw FhwF^xFdxFgxF[yF_yFcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF ^_lFa_lFd_lFeblFhblF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjh lF]ilF`ilFcilFfilF\\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m7`o-F_s6$7$7$FL$!+E< 'Gk$F-7$FL$FcpF--FO6&FQ$Fi[m!\"\"FepFep-Fcr6$7$\"#N!#J%!G-Fcr6$7$\"#G! #DFdagl-F_s6$7$7$FLFdo7$FLFcqF[agl-Fcr6$7$FbaglF^aglFdagl-Fcr6$7$Fhagl \"\"&Fdagl-F_s6$7$7$Fcq$!+,Ns@QF-7$Fcq$!+,+++?F-F[agl-Fcr6$7$FebglFcag lFdagl-Fcr6$7$FgsFiaglFdagl-F_s6$7$7$FcqFdo7$FcqFcqF[agl-Fcr6$7$FebglF ^aglFdagl-Fcr6$7$FgsFebglFdaglFbrFirF^sFavFfvF\\wFbwFhwF^xFdxFgxF[yF_y FcyFgyF[zFg\\lFj\\lF_]lFd]lFi]lF^^lFc^lFe^lFh^lF[_lF^_lFa_lFd_lFeblFhb lF[clF^clFaclFdclFgclF]dlFcdlFhdlF]elFbelFdhlFghlFjhlF]ilF`ilFcilFfilF \\jlFajlFfjlF[[mF`[mFe[mF[^mF_^m-%*AXESSTYLEG6#%%NONEG" 1 2 0 1 10 0 2 9 1 1 2 1.000000 45.000000 45.000000 0 0 "Curve 1" "Curve 2" "Curve \+ 3" "Curve 4" "Curve 5" "Curve 6" "__never_display_this_legend_entry" " Curve 8" "Curve 9" "Curve 10" "Curve 11" "Curve 12" "Curve 13" "Curve \+ 14" "Curve 15" "Curve 16" "Curve 17" "Curve 18" "Curve 19" "__never_di splay_this_legend_entry" "Curve 21" "Curve 22" "Curve 23" "Curve 24" " Curve 25" "Curve 26" "Curve 27" "Curve 28" "Curve 29" "Curve 30" "Curv e 31" "Curve 32" "__never_display_this_legend_entry" "Curve 34" "Curve 35" "Curve 36" "Curve 37" "Curve 38" "Curve 39" "Curve 40" "Curve 41 " "Curve 42" "Curve 43" "Curve 44" "__never_display_this_legend_entry " "Curve 46" "Curve 47" "Curve 48" "Curve 49" "Curve 50" "Curve 51" "C urve 52" "Curve 53" "Curve 54" "Curve 55" "Curve 56" "Curve 57" "__nev er_display_this_legend_entry" "Curve 59" "Curve 60" }}}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}}}{MARK "4 4 0 0" 106 }{VIEWOPTS 1 1 0 1 1 1803 1 1 1 1 } {PAGENUMBERS 0 1 2 33 1 1 }