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{SECT 0 {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "restart;" }}}{EXCHG 
{PARA 256 "" 0 "" {TEXT 256 29 "Exemplo de Predador vs. Presa" }}
{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 106 "Vamos ch
amar de x(t) a popula\347\343o de lebres e de y(t) a de linces, em um \+
sistema fechado de predador-presa." }}{PARA 0 "" 0 "" {TEXT -1 20 "As \+
equa\347\365es s\343o (a, " }{XPPEDIT 18 0 "alpha" "6#%&alphaG" }
{TEXT -1 5 ", b, " }{XPPEDIT 18 0 "beta" "6#%%betaG" }{TEXT -1 63 " >0
), seguindo o exemplo do livro texto (cf. equa\347\343o log\355stica)
" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 85 "edo1:=diff(x(t),t)=a*x(t)-alpha*x(t)*y(t);\nedo2:=dif
f(y(t),t)=-b*y(t)+beta*x(t)*y(t);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>
%%edo1G/-%%diffG6$-%\"xG6#%\"tGF,,&*&%\"aG\"\"\"F)F0F0*(%&alphaGF0F)F0
-%\"yGF+F0!\"\"" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%%edo2G/-%%diffG6$
-%\"yG6#%\"tGF,,&*&%\"bG\"\"\"F)F0!\"\"*(%%betaGF0-%\"xGF+F0F)F0F0" }}
}{EXCHG {PARA 0 "" 0 "" {TEXT -1 18 "os equil\355brios s\343o" }}}
{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 47 "solve(\{a*x-alpha*x*y=0,-b*y
+beta*x*y=0\},\{x,y\});" }}{PARA 11 "" 1 "" {XPPMATH 20 "6$<$/%\"xG\"
\"!/%\"yGF&<$/F%*&%\"bG\"\"\"%%betaG!\"\"/F(*&%\"aGF-%&alphaGF/" }}}
{EXCHG {PARA 0 "" 0 "" {TEXT -1 47 "na origem, nosso sistema lineariza
do tem matriz" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 20 "with(Linea
rAlgebra):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 18 "A:=<<a,0>|<0,
-b>>;" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"AG-%'RTABLEG6%\")k$zf)-%'
MATRIXG6#7$7$%\"aG\"\"!7$F/,$%\"bG!\"\"%'MatrixG" }}}{EXCHG {PARA 0 ">
 " 0 "" {MPLTEXT 1 0 16 "Eigenvectors(A);" }}{PARA 11 "" 1 "" 
{XPPMATH 20 "6$-%'RTABLEG6%\")#fEq)-%'MATRIXG6#7$7#%\"aG7#,$%\"bG!\"\"
&%'VectorG6#%'columnG-F$6%\")W7.()-F(6#7$7$\"\"\"\"\"!7$F=F<%'MatrixG
" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 15 "que \351 uma sela." }}{PARA 
0 "" 0 "" {TEXT -1 33 "No outro equil\355brio, temos matriz" }}}
{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 40 "B:=<<0,a*beta/alpha>|<-alpha
*b/beta,0>>;" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"BG-%'RTABLEG6%\")7
48()-%'MATRIXG6#7$7$\"\"!,$*(%&alphaG\"\"\"%\"bGF2%%betaG!\"\"F57$*(%
\"aGF2F4F2F1F5F.%'MatrixG" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 
33 "assume(a>0,b>0);\nEigenvectors(B);" }}{PARA 11 "" 1 "" {XPPMATH 
20 "6$-%'RTABLEG6%\")Oq3&)-%'MATRIXG6#7$7#*&*&%#a|irG\"\"\"%#b|irGF/#F
/\"\"#^#F/F/7#*&^#!\"\"F/F-F1&%'VectorG6#%'columnG-F$6%\")[?7&)-F(6#7$
7$*,%&alphaGF/F0F/%%betaGF7F-#F7F2F3F/*,F6F/FDF/F0F/FEF7F-FF7$F/F/%'Ma
trixG" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 77 "como autovalores s\343o \+
imagin\341rios puros, temos elipses em torno do equil\355brio." }}
{PARA 0 "" 0 "" {TEXT -1 94 "A partir da\355 j\341 podemos tra\347ar \+
\340 m\343o livre um esbo\347o do retrato de fase no primeiro quadrant
e." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 41 "Vam
os ver o que o comando DEplot nos diz." }}{PARA 0 "" 0 "" {TEXT -1 64 
"Para isso, antes temos que dizer ao Maple quem s\343o as constantes" 
}}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 45 "a:=1: alpha:=.5:\nb:=.75:
beta:=.25:\nedo1,edo2;" }}{PARA 11 "" 1 "" {XPPMATH 20 "6$/-%%diffG6$-
%\"xG6#%\"tGF*,&F'\"\"\"*($\"\"&!\"\"F,F'F,-%\"yGF)F,F0/-F%6$F1F*,&*&$
\"#v!\"#F,F1F,F0*($\"#DF:F,F'F,F1F,F," }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 14 "with(DETools):" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 
118 "As curvas fechadas t\352m per\355odos distintos, que podemos ver \+
tanto variando o dom\355nio de t ou usando animatecurves=true." }}}
{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 179 "DEplot( [edo1,edo2], [x(t),
y(t)], t=0..8, x=0..15, y=0..15, \n[[x(0)=1,y(0)=2],[x(0)=10,y(0)=1],[
x(0)=.1,y(0)=0],[x(0)=0,y(0)=10]],\nlinecolor=blue,\narrows=medium,num
points=3000); #" }}{PARA 13 "" 0 "" {TEXT -1 0 "" }}{PARA 13 "" 1 "" 
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*QDF]jbu7$F\\_gn$\"3&H<6E_,R`#F]jbu7$F\\_gn$\"3&3<Ps4P)GDF]jbu7$F\\_gn
$\"38u]@\"z#yBDF]jbu7$F\\_gn$\"3M@U$ReQ(=DF]jbu7$F\\_gn$\"3Dd'3aX/P^#F
]jbu7$F\\_gn$\"3A$o'o&Q!o3DF]jbu7$F\\_gn$\"3&Q'3&[NmO]#F]jbu7$F\\_gn$
\"3]C!=IMi')\\#F]jbu7$F\\_gn$\"3Of#R.LoO\\#F]jbu7$F\\_gn$\"3/D***pH%o)
[#F]jbu7$F\\_gn$\"3qQ'>KA5P[#F]jbu7$F\\_gn$\"3QL`<UouyCF]jbuFh^gnF`_gn
Fd_gn-%+AXESLABELSG6%Q\"xF)Q\"yF)-%%FONTG6#%(DEFAULTG-%%VIEWG6$;$!+@%o
t%R!#5$\"+%ot%R:F__gnFe][vFb][v-Fj\\[v6$F\\][vF]][v" 1 2 0 1 10 0 2 9 
1 4 2 1.000000 45.000000 45.000000 0 0 "Curve 1" "Curve 2" "Curve 3" "
Curve 4" "Curve 5" }}}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 66 "Curvas mais
 distantes do equil\355brio n\343o nulo t\352m per\355odos maiores." }
}{PARA 0 "" 0 "" {TEXT -1 55 "Note que n\343o sabemos resolver o siste
ma n\343o linear bem:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "# \+
tenta resolver na marra\ndsolve([edo1,edo2]);" }}{PARA 12 "" 1 "" 
{XPPMATH 20 "6$7$<#/-%\"xG6#%\"tG\"\"!<#/-%\"yGF(*&%$_C1G\"\"\"-%$expG
6#,$*(\"\"$F1\"\"%!\"\"F)F1F9F17$<#/F&-%'RootOfG6#,(-%$IntG6$*&F1F1*&%
#_aGF1,&-%)LambertWG6#**-F36#,$*&F8F9FFF1F1F1FF#!\"$F8F0F1-F36#F9F1F1F
1F1F1F9/FF;%!G%#_ZGF9F)F1%$_C2GF1<#/F-*&,&*&\"\"#F1-%%diffG6$F&F)F1F9*
&FhnF1F&F1F1F1F&F9" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 151 "a solu\347
\343o acima n\343o \351 em forma fechada, no sentido em que usualmente
 usamos o termo, pois envolve uma fun\347\343o especial e inverter uma
 fun\347\343o n\343o linear." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 
0 "" 0 "" {TEXT -1 88 "Podemos plotar outros gr\341ficos com DEplot, p
or exemplo com o tempo no eixo das abcissas." }}}{EXCHG {PARA 0 "> " 
0 "" {MPLTEXT 1 0 12 "with(plots):" }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 302 "grx:=DEplot( [edo1,edo2], [x(t),y(t)], t=0..100, x=0
..15, y=0..15, \n[[x(0)=1,y(0)=2]],\nlinecolor=blue,scene=[t,x],thickn
ess=1,numpoints=3000):\ngry:=DEplot( [edo1,edo2], [x(t),y(t)], t=0..10
0, x=0..15, y=0..15, \n[[x(0)=1,y(0)=2]],\nlinecolor=red,scene=[t,y],t
hickness=1,numpoints=3000):\ndisplay(grx,gry);" }}{PARA 13 "" 1 "" 
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{EXCHG {PARA 0 "" 0 "" {TEXT -1 66 "Vamos ver se conseguimos encontrar
 o m\341ximo de y na solu\347\343o acima." }}}{EXCHG {PARA 0 "> " 0 "
" {MPLTEXT 1 0 119 "# resolve numericamente (cf. help dsolve/numeric)
\nsol:=dsolve([edo1,edo2,x(0)=1,y(0)=2],numeric, output=listprocedure)
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d]l6#-Fg]l6#&Fj]lFfelOF^^lZ%C$F[flFeelF5YF5F5F5F5" }}}{EXCHG {PARA 0 "
> " 0 "" {MPLTEXT 1 0 83 "# colando do help, aprendemos a estrair\nxso
l:=eval(x(t),sol);\nysol:=eval(y(t),sol);" }}{PARA 11 "" 1 "" 
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1.000000 45.000000 45.000000 0 0 "Curve 1" "Curve 2" }}}}{EXCHG {PARA 
0 "" 0 "" {TEXT -1 95 "queremos o ponto de m\341ximo da curva vermelha
 acima, em torno de t=5.6, com valor em torno de 4." }}{PARA 0 "" 0 "
" {TEXT -1 40 "O Maple tem rotinas maximize e minimize:" }}}{EXCHG 
{PARA 0 "> " 0 "" {MPLTEXT 1 0 42 "# ingenuamente\nmaximize(ysol(t),t=
0..100);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#-%)maximizeG6$-%%ysolG6#%
\"tG/F);\"\"!\"$+\"" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 106 "N\343o fu
ncionou. Como em um m\341ximo a derivada de y em rela\347\343o a t \+
\351 zero, aprendemos que no tempo de m\341ximo," }}{PARA 0 "" 0 "" 
{XPPEDIT 18 0 "x=b/beta" "6#/%\"xG*&%\"bG\"\"\"%%betaG!\"\"" }{TEXT 
-1 80 " (s\363 substituir na edo2). Com isso podemos usar fsolve para \+
achar o tempo \363timo:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 37 "
tmax:=fsolve(xsol(t)=b/beta,t=5..6);\n" }}{PARA 11 "" 1 "" {XPPMATH 
20 "6#>%%tmaxG$\"+lc%))y&!\"*" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 
0 17 "ymax:=ysol(tmax);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%%ymaxG$\"
3YyUzSb&y1%!#<" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 42 "Nesse caso, h
\341 um truque que podemos usar." }}{PARA 0 "" 0 "" {TEXT -1 37 "De fa
to, definamos a fun\347\343o h(t) como" }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 42 "h:=ln(y(t)^a*x(t)^b)-alpha*y(t)-beta*x(t);" }}{PARA 
11 "" 1 "" {XPPMATH 20 "6#>%\"hG,(-%#lnG6#*&-%\"yG6#%\"tG\"\"\")-%\"xG
F,$\"#v!\"#F.F.*&$\"\"&!\"\"F.F*F.F8*&$\"#DF4F.F0F.F8" }}}{EXCHG 
{PARA 0 "" 0 "" {TEXT -1 54 "O curioso \351 notar que a derivada de h \+
em rela\347\343o a t \351" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 
16 "dhdt:=diff(h,t);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%%dhdtG,(*(,&
*&-%%diffG6$-%\"yG6#%\"tGF/\"\"\")-%\"xGF.$\"#v!\"#F0F0**F4F0F,F0F2$!#
DF6-F*6$F2F/F0F0F0F,!\"\"F2$!#vF6F0*&$\"\"&F<F0F)F0F<*&$\"#DF6F0F:F0F<
" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 75 "# usando as edos\nsubs(
diff(x(t),t)=rhs(edo1),diff(y(t),t)=rhs(edo2),dhdt);\n" }}{PARA 11 "" 
1 "" {XPPMATH 20 "6#,(*(,&*&,&*&$\"#v!\"#\"\"\"-%\"yG6#%\"tGF,!\"\"*($
\"#DF+F,-%\"xGF/F,F-F,F,F,)F5$F*F+F,F,**F8F,F-F,F5$!#DF+,&F5F,*($\"\"&
F1F,F5F,F-F,F1F,F,F,F-F1F5$!#vF+F,*&$\"$v$!\"$F,F-F,F,*&$F4F+F,F5F,F1
" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 12 "simplify(%);" }}{PARA 
11 "" 1 "" {XPPMATH 20 "6#$\"\"!F$" }}}{EXCHG {PARA 0 "" 0 "" {TEXT 
-1 18 "Ou seja, a fun\347\343o " }{TEXT 257 2 "h " }{TEXT -1 8 "acima \+
\351 " }{TEXT 258 31 "constante ao longo de solu\347\365es " }{TEXT 
-1 79 "do nosso sistema (afinal substituimos as derivadas pelo lado di
reito das edos)." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" 
{TEXT -1 53 "Voc\352 pode argumentar que \351 dif\355cil adivinhar uma
 tal " }{TEXT 259 18 "lei de conserva\347\343o" }{TEXT -1 129 " (esse \+
\351 o nome dado a fun\347\365es como h), mas ao menos n\343o \351 dif
\355cil verificar se uma dada fun\347\343o \351 constante ao longo de \+
solu\347\365es." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" 
{TEXT -1 34 "O que podemos fazer com tais leis?" }}{PARA 0 "" 0 "" 
{TEXT -1 125 "Primeiro note que podemos usar implicitplot para desenha
r os n\355veis de h. Por exemplo, quero a curva que cont\351m o ponto \+
(1,2)" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 74 "# detalhe t\351cni
co:\nH:=subs(x(t)=x,y(t)=y,h);\nH12:=evalf(subs(x=1,y=2,H));\n" }}
{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"HG,(-%#lnG6#*&%\"yG\"\"\")%\"xG$\"
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{XPPMATH 20 "6#>%$H12G$!+%>G&ob!#5" }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 63 "implicitplot(H=H12,x=0..15, y=0..15,color=blue,numpoi
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