{VERSION 6 0 "IBM INTEL NT" "6.0" } {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 Comment" 2 18 "" 0 1 0 0 0 0 0 0 0 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 } {CSTYLE "Blue Emphasis" -1 256 "Times" 0 0 0 0 255 1 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "Green Emphasis" -1 257 "Times" 1 12 0 128 0 1 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "Maroon Emphasis" -1 258 "Times" 1 12 128 0 128 1 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "Purple Emphasis" -1 259 "Times" 1 12 102 0 230 1 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 260 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 261 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "Dark Red Emphasis" -1 262 "Times" 1 12 128 0 0 1 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "Red Emphasis" -1 263 "Times" 1 12 255 0 0 1 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 264 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 } {CSTYLE "" -1 265 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 266 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 267 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 268 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 269 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 } {CSTYLE "" -1 270 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 271 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 272 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 273 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 274 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 } {CSTYLE "" -1 275 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 276 "" 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 }{CSTYLE "Grey Emphasis" -1 277 "Times" 1 12 96 52 84 1 0 1 0 0 0 0 0 0 0 0 }{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 "Ti mes" 1 18 0 0 128 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 8 4 3 0 3 0 2 2 0 1 } {PSTYLE "Heading 2" -1 4 1 {CSTYLE "" -1 -1 "Times" 1 14 128 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 8 2 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 Output" -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 "Norma l" -1 256 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 }} {SECT 0 {PARA 3 "" 0 "" {TEXT -1 42 "The logistic family of functions \+ and chaos" }}{PARA 0 "" 0 "" {TEXT -1 37 "by Peter Stone, Nanaimo, B.C ., Canada" }}{PARA 0 "" 0 "" {TEXT -1 19 "Version: 24.3.2007" }} {PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "restart;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 1 ";" }}}{SECT 1 {PARA 4 "" 0 "" {TEXT -1 32 "The logistic family of functions" }} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 1 ";" }}}{PARA 0 "" 0 "" {TEXT -1 67 "For each value of the parameter a we define the quadratic funct ion " }{XPPEDIT 18 0 "proc (x) options operator, arrow; a*x*(1-x) end; " "6#f*6#%\"xG7\"6$%)operatorG%&arrowG6\"*(%\"aG\"\"\"F%F-,&F-F-F%!\" \"F-F*F*F*" }{TEXT -1 1 "." }}{PARA 0 "" 0 "" {TEXT -1 37 "We call thi s family of functions the " }{TEXT 259 15 "logistic family" }{TEXT -1 2 ". " }}{PARA 0 "" 0 "" {TEXT -1 99 "It has applications in modelling population growth and can be used to illustrate the phonomenon of " } {TEXT 259 5 "chaos" }{TEXT -1 1 "." }}{PARA 0 "" 0 "" {TEXT -1 90 "It \+ is convenient to set up the following \"double function\" to investiga te these functions." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 34 "logistic := a -> (x -> a*x*(1-x));" }} {PARA 11 "" 1 "" {XPPMATH 20 "6#>%)logisticGf*6#%\"aG6\"6$%)operatorG% &arrowGF(f*6#%\"xGF(F)F(*(T$\"\"\"9$F1,&F1F1F2!\"\"F1F(F(6$F'F2F(F(F( " }}}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 32 "For \+ each value of the parameter " }{TEXT 266 1 "a" }{TEXT -1 2 ", " } {XPPEDIT 18 0 "logistic(a)" "6#-%)logisticG6#%\"aG" }{TEXT -1 17 " is \+ the function " }{XPPEDIT 18 0 "proc (x) options operator, arrow; a*x*( 1-x) end;" "6#f*6#%\"xG7\"6$%)operatorG%&arrowG6\"*(%\"aG\"\"\"F%F-,&F -F-F%!\"\"F-F*F*F*" }{TEXT -1 1 "." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }} {PARA 0 "" 0 "" {TEXT -1 86 "The following picture shows some graphs o f the logistic function, where the parameter " }{TEXT 267 1 "a" } {TEXT -1 22 " is between 0.5 and 1." }}{PARA 0 "" 0 "" {TEXT -1 0 "" } }{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "plot([seq(logistic(i*0.5)(x ),i=1..8)],x=0..1);" }}{PARA 13 "" 1 "" {GLPLOT2D 305 228 228 {PLOTDATA 2 "6,-%'CURVESG6$7S7$$\"\"!F)F(7$$\"3emmm;arz@!#>$\"3kh]%=\" >5m5F-7$$\"3[LL$e9ui2%F-$\"3I?nN=q0b>F-7$$\"3nmmm\"z_\"4iF-$\"3PB?)Q]3 =\"HF-7$$\"3[mmmT&phN)F-$\"3yWzyBp&*GQF-7$$\"3CLLe*=)H\\5!#=$\"3oN_e-w (fp%F-7$$\"3gmm\"z/3uC\"FB$\"35)pz0#o-faF-7$$\"3%)***\\7LRDX\"FB$\"3]+ f$=Shx?'F-7$$\"3]mm\"zR'ok;FB$\"3$)\\*yyeTy$pF-7$$\"3w***\\i5`h(=FB$\" 3rOU?#H!z?wF-7$$\"3WLLL3En$4#FB$\"3u9SAY0jw#)F-7$$\"3qmm;/RE&G#FB$\"3a &z*)\\'R5:))F-7$$\"3\")*****\\K]4]#FB$\"3o'>T4OvtP*F-7$$\"3$******\\PA vr#FB$\"3#*zroXz9&*)*F-7$$\"3)******\\nHi#HFB$\"3fpu&>$Q(\\.\"FB7$$\"3 jmm\"z*ev:JFB$\"3g3#)=37[s5FB7$$\"3?LLL347TLFB$\"3')e:'z+1C6\"FB7$$\"3 ,LLLLY.KNFB$\"3!*fL6%)QDU6FB7$$\"3w***\\7o7Tv$FB$\"3'o*)[%R#)Qs6FB7$$ \"3'GLLLQ*o]RFB$\"35Jv[ht%\\>\"FB7$$\"3A++D\"=lj;%FB$\"3r#Q[%\\ED:7FB7 $$\"31++vV&R
LS#GJ9C\"FB7
$$\"3GLLeR\"3Gy%FB$\"3SP%)y%QTwC\"FB7$$\"3cmm;/T1&*\\FB$\"39;m%=y)**\\
7FB7$$\"3&em;zRQb@&FB$\"3)e<^*frnZ7FB7$$\"3\\***\\(=>Y2aFB$\"3]G%Q#R()
pT7FB7$$\"39mm;zXu9cFB$\"3()f#>^X/6B\"FB7$$\"3l******\\y))GeFB$\"3%)=h
gYsk:7FB7$$\"3'*)***\\i_QQgFB$\"3QS6L-y3'>\"FB7$$\"3@***\\7y%3TiFB$\"3
9#[(GGa)H<\"FB7$$\"35****\\P![hY'FB$\"35Xng'\\?D9\"FB7$$\"3kKLL$Qx$omF
B$\"35\"4R`%e#36\"FB7$$\"3!)*****\\P+V)oFB$\"31V(Q[gqC2\"FB7$$\"3?mm\"
zpe*zqFB$\"3KS![2f)oL5FB7$$\"3%)*****\\#\\'QH(FB$\"3Yst#H&=4p)*F-7$$\"
3GKLe9S8&\\(FB$\"3EJYjCJ:(Q*F-7$$\"3R***\\i?=bq(FB$\"3%H*[#yh&3S))F-7$
$\"3\"HLL$3s?6zFB$\"3c@S2&HOCE)F-7$$\"3a***\\7`Wl7)FB$\"3yf`0Z'fBh(F-7
$$\"3#pmmm'*RRL)FB$\"3^J8L\\@UUpF-7$$\"3Qmm;a<.Y&)FB$\"3@P3A*RHG@'F-7$
$\"3=LLe9tOc()FB$\"3J**\\'*)H_[W&F-7$$\"3u******\\Qk\\*)FB$\"3k*ey!Hn:
+ZF-7$$\"3CLL$3dg6<*FB$\"3dqE;Y(42!QF-7$$\"3ImmmmxGp$*FB$\"3s2&Gg?iY&H
F-7$$\"3A++D\"oK0e*FB$\"3'=M+!y,O4?F-7$$\"3A++v=5s#y*FB$\"37![.%G)*yi5
F-7$$\"\"\"F)F(-%'COLOURG6&%$RGBG$\"#5!\"\"F(F(-F$6$7SF'7$F+$\"3GB,pBQ
?K@F-7$F1$\"3dSMrOS65RF-7$F6$\"3tYSw2qhBeF-7$F;$\"3c*)edZQ\"zl(F-7$F@$
\"3Mr/<0_&>R*F-7$FF$\"3gRf6k`!=4\"FB7$FK$\"35!=n.G_:C\"FB7$FP$\"3)**yv
vJovQ\"FB7$FU$\"3MZ3We!eT_\"FB7$FZ$\"3%H![C4hKb;FB7$Fin$\"35fz*Hz?Iw\"
FB7$F^o$\"3MR#)=s]Zv=FB7$Fco$\"3)fVP\"*eH!z>FB7$Fho$\"3=R\\\"RmZ*p?FB7
$F]p$\"3@ fi9aF,7$Fb`hm$\"++yi^IF,7$$\"++![
F%RFco$\"+nucGQF,7$F`dhm$\"+eZ#eJ*F,7$F`dhm$\"+0A(H^#F,7$F`dhm$\"+o/N^
vF,7$F`dhm$\"+q=Q!H(F,7$F`dhm$\"+\"*Qc)y(F,7$F`dhm$\"+LU&4z'F,7$F`dhm$
\"+^oA#f)F,7$F`dhm$\"+>56pZF,7$F`dhm$\"+?8&e$)*F,7$F`dhm$\"+vAtljFedcm
7$F`dhm$\"+Fw2]BF,7$F`dhm$\"+NTd!)RF,7$F`dhm$\"+d\"GrW*F,7$F`dhm$\"+]u
Jf?F,7$F`dhm$\"+vPLZkF,7$F`dhm$\"+%)H&4.*F,7$F`dhm$\"+)fj/X$F,7$F`dhm$
\"+T8>5*)F,7$F`dhm$\"+?#f\"=uF,7$$\"+++&\\%RFco$\"+VmiRKF,7$F^hhm$\"+#
yo)R')F,7$F^hhm$\"+1\"[=@#F,7$F^hhm$\"+pBJ;bFedcm7$F^hhm$\"+%*R6c?F,7$
F^hhm$\"+jz\\VkF,7$F^hhm$\"+X6PS!*F,7$F^hhm$\"+?BSAMF,7$F^hhm$\"+[,b!)
))F,7$F^hhm$\"+'>0=#RF,7$F^hhm$\"+qHx.%*F,7$F^hhm$\"+'R&f]tFedcm7$F^hh
m$\"+SDi'o#F,7$F^hhm$\"+%3]6v(F,7$F^hhm$\"+x1^woF,7$F^hhm$\"+'yUKZ)F,7
$F^hhm$\"+@zT.^F,7$F^hhm$\"+rd:e)*F,7$F^hhm$\"+!*3&ej%F,7$F^hhm$\"+fJ1
5)*F,7$$\"++?:ZRFco$\"+Fw;&R#F,7$F\\\\im$\"+%\\x'*=(F,7$F\\\\im$\"+SNu
n)*F,7$F\\\\im$\"+M3K^^Fedcm7$F\\\\im$\"+)ei&G>F,7$F\\\\im$\"+aUCWhF,7
$F\\\\im$\"+'R\"3^$*F,7$F\\\\im$\"+R8W=&*F,7$F\\\\im$\"+t7D4=F,7$F\\\\
im$\"+DHL\\eF,7$F\\\\im$\"+5d9$e*F,7$F\\\\im$\"+r&)zw:F,7$F\\\\im$\"+/
d[U_F,7$F\\\\im$\"+;5nW)*F,7$F\\\\im$\"+$zPe.'Fedcm7$F\\\\im$\"+%*ojQA
F,7$F\\\\im$\"+&yE\"eoF,7$F\\\\im$\"+FC20&)F,7$F\\\\im$\"+(\\$f=]F,7$F
\\\\im$\"+aRMvzF,7$$\"++SN\\RFco$\"+Q4x9wF,7$Fj_im$\"+$)4?trF,7$Fj_im$
\"++J=3!)F,7$Fj_im$\"+y\"\\&*H'F,7$Fj_im$\"+8qS1#*F,7$Fj_im$\"+(Q?5T\"
F,7$Fj_im$\"+26J'y%F,7$Fj_im$\"+(3^`&)*F,7$Fj_im$\"+pS1IcFedcm7$Fj_im$
\"+xkK)4#F,7$Fj_im$\"+mP9[lF,7$Fj_im$\"+FR#o#*)F,7$Fj_im$\"+(R-Ny$F,7$
Fj_im$\"+lL$*)G*F,7$Fj_im$\"+)Ho&3EF,7$Fj_im$\"+#>J`K#F,7$Fj_im$\"+7^2
[qF,7$Fj_im$\"+lVy;#)F,7$Fj_im$\"+68r'y&F,7$Fj_im$\"+\"o`*G'*F,7$$\"++
gb^RFco$\"+3Afq)*F,7$Fhcim$\"+7rWZ]Fedcm7$Fhcim$\"+(HaQ*=F,7$Fhcim$\"+
/IPmgF,7$Fhcim$\"+!*)yI/)F,7$Fhcim$\"+(3>'>iF,7$Fhcim$\"+;w5\"H*F,7$Fh
cim$\"+P5l-EF,7$Fhcim$\"+8$>yg(F,7$Fhcim$\"+(yY:>(F,7$Fhcim$\"+Ih+\")z
F,7$Fhcim$\"+W-QnjF,7$Fhcim$\"+@i0S\"*F,7$Fhcim$\"+Hr*e5$F,7$Fhcim$\"+
>'>7Y)F,7$Fhcim$\"+7'4\\9&F,7$Fhcim$\"+N0M[hF,7$Fhcim$\"+\\Q!yN*F,7$Fh
cim$\"+.cquBF,7$Fhcim$\"+k,TbrF,7$$\"++!eP&RFco$\"+0&H*p$)F,7$Ffgim$\"
+L%RVR&F,7$Ffgim$\"+WE\"H#)*F,7$Ffgim$\"+1fhxoFedcm7$Ffgim$\"+4QAKDF,7
$Ffgim$\"+u#)ewuF,7$Ffgim$\"+!ph$fuF,7$Ffgim$\"+?.)H\\(F,7$Ffgim$\"+EQ
:FuF,7$Ffgim$\"+Mi?bvF,7$Ffgim$\"+3_&HI(F,7$Ffgim$\"+V)yuy(F,7$Ffgim$
\"+\"*)4B\"oF,7$Ffgim$\"+xhz&e)F,7$Ffgim$\"+_jBG)*F,7$Ffgim$\"+VAZumFe
dcm7$Ffgim$\"+*\\!ziCF,7$Ffgim$\"+`,>RtF,7$Ffgim$\"+Fgn$\"+W1;u[Fg_l7$$\"+++vj>Fgn$\"+,@q2\\Fg_l7$$\"+++gw>Fgn$\"+Zu
!3%\\Fg_l7$$\"+++X*)>Fgn$\"+M^[t\\Fg_l7$$\"+++I-?Fgn$\"+&RVd+&Fg_l7$$
\"+++::?Fgn$\"+a-fP]Fg_l7$$\"++++G?Fgn$\"+JN.p]Fg_l7$$\"+++&3/#Fgn$\"+
\\33+^Fg_l7$$\"+++q`?Fgn$\"+T'R28&Fg_l7$$\"+++bm?Fgn$\"+ar,h^Fg_l7$$\"
+++Sz?Fgn$\"+e/#4>&Fg_l7$$\"+++D#4#Fgn$\"+YkX?_Fg_l7$$\"+++50@Fgn$\"+Y
=j\\_Fg_l7$$\"+++&z6#Fgn$\"+@KXy_Fg_l7$$\"+++!38#Fgn$\"+wp#pI&Fg_l7$$
\"+++lV@Fgn$\"+h$f]L&Fg_l7$$\"+++]c@Fgn$\"+![cGO&Fg_l7$$\"+++Np@Fgn$\"
+\"HC.R&Fg_l7$$\"+++?#=#Fgn$\"+5'ouT&Fg_l7$$\"+++0&>#Fgn$\"+>^HWaFg_l7
$$\"+++!z?#Fgn$\"+m$43Z&Fg_l7$$\"+++v?AFgn$\"+un,(\\&Fg_l7$$\"+++gLAFg
n$\"+OE#H_&Fg_l7$$\"+++XYAFgn$\"+G@`[bFg_l7$$\"+++IfAFgn$\"+3.&Qd&Fg_l
7$$\"+++:sAFgn$\"+;@)))f&Fg_l7$$\"++++&G#Fgn$\"+&QKOi&Fg_l7$$\"+++&yH#
Fgn$\"+Qe5[cFg_l7$$\"+++q5BFgn$\"+$42Bn&Fg_l7$$\"+++bBBFgn$\"+m1C'p&Fg
_l7$$\"+++SOBFgn$\"+u4\"*>dFg_l7$$\"+++D\\BFgn$\"+PBKVdFg_l7$$\"+++5iB
Fgn$\"+\")*ykw&Fg_l7$$\"+++&\\P#Fgn$\"+S]Q*y&Fg_l7$$\"+++!yQ#Fgn$\"+gX
/7eFg_l7$$\"+++l+CFgn$\"++:YMeFg_l7$$\"+++]8CFgn$\"+N(Rm&eFg_l7$$\"+++
NECFgn$\"+dIeyeFg_l7$$\"+++?RCFgn$\"+z^H+fFg_l7$$\"+++0_CFgn$\"+N(z<#f
Fg_l7$$\"+++!\\Y#Fgn$\"+'GSI%fFg_l7$$\"+++vxCFgn$\"+:.3kfFg_l7$$\"+++g
!\\#Fgn$\"+OK!\\)fFg_l7$$\"+++X.DFgn$\"+$R7b+'Fg_l7$$\"+++I;DFgn$\"+g5
\"f-'Fg_l7$$\"+++:HDFgn$\"+XC5YgFg_l7$$\"++++UDFgn$\"+$p*3mgFg_l7$$\"+
++&[b#Fgn$\"+$)e(e3'Fg_l7$$\"+++qnDFgn$\"+MSY0hFg_l7$$\"+++b!e#Fgn$\"+
/r&[7'Fg_l7$$\"+++S$f#Fgn$\"+$*z0WhFg_l7$$\"+++D1EFgn$\"+W&pI;'Fg_l7$$
\"+++5>EFgn$\"+WX*=='Fg_l7$$\"+++&>j#Fgn$\"+Cd`+iFg_l7$$\"+++![k#Fgn$
\"+ld**=iFg_l7$$\"+++ldEFgn$\"+%HxsB'Fg_l7$$\"+++]qEFgn$\"+()GQbiFg_l7
$$\"+++N$o#Fgn$\"+t]JtiFg_l7$$\"+++?'p#Fgn$\"+Ij2\"H'Fg_l7$$\"+++04FFg
n$\"+\"4p'3jFg_l7$$\"+++!>s#Fgn$\"+Ud4EjFg_l7$$\"+++vMFFgn$\"+D'eLM'Fg
_l7$$\"+++gZFFgn$\"+Q+YgjFg_l7$$\"+++XgFFgn$\"+NASxjFg_l7$$\"+++ItFFgn
$\"+Iu=%R'Fg_l7$$\"+++:'y#Fgn$\"+&z<3T'Fg_l7$$\"++++*z#Fgn$\"+jaHFkFg_
l7$$\"+++&=\"GFgn$\"+EDiVkFg_l7$$\"+++qCGFgn$\"+T5!)fkFg_l7$$\"+++bPGF
gn$\"+DI$eZ'Fg_l7$$\"+++S]GFgn$\"+g/s\"\\'Fg_l7$$\"+++DjGFgn$\"+$Hlu]'
Fg_l7$$\"+++5wGFgn$\"+M%pI_'Fg_l7$$\"+++&*))GFgn$\"+iZ`QlFg_l7$$\"+++!
=!HFgn$\"+>J'Qb'Fg_l7$$\"+++l9HFgn$\"+>j0plFg_l7$$\"+++]FHFgn$\"+Sh6%e
'Fg_l7$$\"+++NSHFgn$\"+HV/*f'Fg_l7$Fj[o$\"+MV/*f'Fg_l7$Fj[o$\"+IV/*f'F
g_l7$Fj[o$\"+LV/*f'Fg_l7$$\"+++?`HFgn$\"+xE%Qh'Fg_l7$Fh\\o$\"+\"pUQh'F
g_l7$Fh\\o$\"+ND%Qh'Fg_l7$Fh\\o$\"+%oUQh'Fg_l7$Fh\\o$\"+*pUQh'Fg_l7$Fh
\\o$\"+GD%Qh'Fg_l7$Fh\\o$\"+pD%Qh'Fg_l7$Fh\\o$\"+kD%Qh'Fg_l7$Fh\\o$\"+
cE%Qh'Fg_l7$Fh\\o$\"+fD%Qh'Fg_l7$Fh\\o$\"+hE%Qh'Fg_l7$Fh\\o$\"+mE%Qh'F
g_l7$Fh\\o$\"+aD%Qh'Fg_l7$Fh\\o$\"+rE%Qh'Fg_l7$Fh\\o$\"+\\D%Qh'Fg_l7$F
h\\o$\"+UD%Qh'Fg_l7$$\"+++0mHFgn$\"+r6^GmFg_l7$Fj_o$\"+6Z^GmFg_l7$Fj_o
$\"+&p5&GmFg_l7$Fj_o$\"+vX^GmFg_l7$Fj_o$\"+F3^GmFg_l7$Fj_o$\"+ZW^GmFg_
l7$Fj_o$\"+./^GmFg_l7$Fj_o$\"+d[^GmFg_l7$Fj_o$\"+a0^GmFg_l7$Fj_o$\"+\"
=:&GmFg_l7$Fj_o$\"+T-^GmFg_l7$Fj_o$\"+9]^GmFg_l7$Fj_o$\"+]4^GmFg_l7$Fj
_o$\"+HV^GmFg_l7$Fj_o$\"+k5^GmFg_l7$Fj_o$\"+=U^GmFg_l7$$\"+++!*yHFgn$
\"+Y[7VmFg_l7$F\\co$\"+D*))Hk'Fg_l7$F\\co$\"+y>7VmFg_l7$F\\co$\"+L<*Hk
'Fg_l7$F\\co$\"+I#>Jk'Fg_l7$F\\co$\"+BW*Hk'Fg_l7$F\\co$\"+'f;Jk'Fg_l7$
F\\co$\"+,q*Hk'Fg_l7$F\\co$\"+tS6VmFg_l7$F\\co$\"+r%**Hk'Fg_l7$F\\co$
\"+b;6VmFg_l7$F\\co$\"+Q=+VmFg_l7$F\\co$\"+Q$4Jk'Fg_l7$F\\co$\"+2T+VmF
g_l7$F\\co$\"+=r5VmFg_l7$F\\co$\"+!G1Ik'Fg_l7$$\"+++v\"*HFgn$\"+$fGel'
Fg_l7$F^fo$\"+gk5fmFg_l7$F^fo$\"+\\c&el'Fg_l7$F^fo$\"+`'z!fmFg_l7$F^fo
$\"+hA)el'Fg_l7$F^fo$\"+S#=#fmFg_l7$F^fo$\"+zYubmFg_l7$F^fo$\"+(f*=fmF
g_l7$F^fo$\"+:JxbmFg_l7$F^fo$\"+C9;fmFg_l7$F^fo$\"+%3,el'Fg_l7$F^fo$\"
+:P8fmFg_l7$F^fo$\"+opFfmFg_l7$F^fo$\"+tjobmFg_l7$F^fo$\"+htCfmFg_l7$F
^fo$\"+odrbmFg_l7$$\"+++g/IFgn$\"+q%o)>mFg_l7$F`io$\"+935BnFg_l7$F`io$
\"++8T>mFg_l7$F`io$\"+mdaBnFg_l7$F`io$\"+=0&*=mFg_l7$F`io$\"+u8m@mFg_l
7$F`io$\"+:YN@nFg_l7$F`io$\"+y%=7i'Fg_l7$F`io$\"+`hy@nFg_l7$F`io$\"+T?
x?mFg_l7$F`io$\"+A5AAnFg_l7$F`io$\"+W?K?mFg_l7$F`io$\"+Q#fEs'Fg_l7$F`i
o$\"+u9]?nFg_l7$F`io$\"+Y25AmFg_l7$F`io$\"+%RE4s'Fg_l7$$\"+++XY(\\)F,7$F]ir$\"+*\\@;S%F,7$F]ir$\"+)p'=&\\)F,7$F]ir$\"+&H1rS%F,7
$F]ir$\"+A#Ru\\)F,7$F]ir$\"+'>w;S%F,7$F]ir$\"+k#4_\\)F,7$$\"+++I]MFgn$
\"+2bU5WF,7$F_\\s$\"+L#=e])F,7$F_\\s$\"+l&o]Q%F,7$F_\\s$\"+D,G&\\)F,7$
F_\\s$\"+/V_5WF,7$F_\\s$\"+D%ee])F,7$F_\\s$\"+K8(\\Q%F,7$F_\\s$\"+i)Q_
\\)F,7$F_\\s$\"+GQi5WF,7$F_\\s$\"+0*)*e])F,7$F_\\s$\"+Z4E&Q%F,7$F_\\s$
\"+Z]F,7$Fi[p$\"+br=
FNF,7$$\"++g>bNFco$\"+&3wz)))F,7$Fc]p$\"+Q%GQ^$F,7$Fc]p$\"+e %
F,7$F_a[l$\"+n_hKWF,7$F_a[l$\"+2Qb\"f)F,7$F_a[l$\"+;jBViF,7$F_a[l$\"+Y
=.EuF,7$F_a[l$\"+;Kx,qF,7$F_a[l$\"+m!)*)*o(F,7$F_a[l$\"+7RtDGF,7$F_a[l
$\"+>TW;]F,7$F_a[l$\"+Zfjd\"*F,7$$\"++gHlOFco$\"+J5aS%)F,7$F]e[l$\"+&G
\"*\\x(F,7$F]e[l$\"+Ru$Q0$F,7$F]e[l$\"+xD$)oaF,7$F]e[l$\"+!)*Q\"yxF,7$
F]e[l$\"+^RMMjF,7$F]e[l$\"+eOk5&)F,7$F]e[l$\"+oB!fk%F,7$F]e[l$\"+PEG<
\"*F,7$F]e[l$\"+TU#)\\HF,7$F]e[l$\"+1BmguF,7$F]e[l$\"+f\\&R%pF,7$F]e[l
$\"+()3^C[F,7$F]e[l$\"+(>_>:*F,7$F]e[l$\"+,OuWGF,7$F]e[l$\"+`X=/kF,7$F
]e[l$\"+L`n#3*F,7$F]e[l$\"+>_jAwF,7$F]e[l$\"+G/