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{SECT 0 {EXCHG {PARA 0 "" 0 "" {TEXT -1 92 "MATH 2280 - 2             \+
                                            FIFTH MAPLE ASSIGNMENT" }}
{PARA 0 "" 0 "" {TEXT -1 115 "Treibergs                               \+
                                                        Due April 16, \+
2002." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 56 "
This assignment may be downloaded from our class website" }}{PARA 0 "
" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 46 "http://www.math.ut
ah.edu/~treiberg/M2280T5.mws" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 
0 "" 0 "" {TEXT -1 150 "This lab deals with how systems of differentia
l equations can have chaotic behavior. We illustrate the phenomenon of
 period doubling in a simple three" }}{PARA 0 "" 0 "" {TEXT -1 787 "di
mensional autonomous system, first invented by Otto Roessler. We also \+
consider the Lorenz system, whose unexpected strange behavior initiate
d modern work in chaos theory. We discuss the Poincare First-Return Ma
p in the Roessler system, which lets one view the dynamics of the ODE \+
as a simpler process of  iterating maps. Further this behavior can be \+
modelled by a discrete dynamical system on the unit interval. Simplify
ing further, we illustrate period doubling for the iteration of a quad
ratic self map of the interval by plotting the spider-web diagrams for
 the iteration. The period doublings continue to a point where the sys
tem exhibits chaotic behavior. We end by plotting the pitchfork diagra
m, which shows how the period doublng bifurcations continue until the \+
onset of chaos." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" 
{TEXT -1 41 "1. Period Doubling in the Roessler System" }}{PARA 0 "" 
0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 159 "The Roessler system
 is one of the simplest that exhibits period doubling and chaos. We be
gin by plotting one integral curve for the system (it takes a minute.)
" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "restart:with(DEtools):" }}}
{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 24 "a:=0.2:b:=0.2:c:=5.9876:" }}
}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 70 "Roessler:=\{D(y)(t)=x(t)+z(
t),D(x)(t)=-y(t)+a*x(t),D(z)(t)=b-y(t)*z(t)-" }}{PARA 0 "> " 0 "" 
{MPLTEXT 1 0 8 "c*z(t)\};" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%)Roessl
erG<%/--%\"DG6#%\"xG6#%\"tG,&-%\"yGF,!\"\"*&$\"\"#F1\"\"\"-F+F,F5F5/--
F)6#%\"zGF,,(F3F5*&F/F5-F;F,F5F1*&$\"&w)f!\"%F5F>F5F1/--F)6#F0F,,&F6F5
F>F5" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 45 "DEplot3d(Roessler,
\{x(t),y(t),z(t)\},t=0..200.," }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 48 "[[
x(0)=0,y(0)=5,z(0)=0]],scene=[x(t),y(t),z(t)]," }}{PARA 0 "> " 0 "" 
{MPLTEXT 1 0 62 "stepsize=.03871,orientation=[139,54],title=`Roessler \+
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\"\"" 1 6 0 1 10 0 2 6 1 2 2 1.000000 54.000000 139.000000 1 0 "Curve \+
1" }}}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 638 "Spin the plot with your mo
use to see the 3-d geometry of the trajectory. It looks chaotic: the t
rajectory seems randomly careen in and out. Perhaps the confusion is t
hat it takes a while for the trajectory to converge to a limiting traj
ectory. So we replot the solution curve from the same starting point, \+
but this time, we wait until t=190 before we plot the trajectory, to s
ee if it has settled on a periodic orbit. And we do it for three diffe
rent values of the parameter  c.  What one might expect is that the pe
riodic orbit may vary slightly with the different values of the costan
t  c  but that the qualitative behavior is the same." }}{PARA 0 "> " 
0 "" {MPLTEXT 1 0 21 "a:=0.2:b:=0.2:c:='c':" }}}{EXCHG {PARA 0 "> " 0 
"" {MPLTEXT 1 0 27 "for c in [2.65,2.8,3.9] do:" }}{PARA 0 "> " 0 "" 
{MPLTEXT 1 0 70 "Roessler:=\{D(y)(t)=x(t)+z(t),D(x)(t)=-y(t)+a*x(t),D(
z)(t)=b-y(t)*z(t)-" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "c*z(t)\};" }}
{PARA 0 "> " 0 "" {MPLTEXT 1 0 47 "DEplot3d(Roessler,\{x(t),y(t),z(t)
\},t=190..220.," }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 48 "[[x(0)=0,y(0)=5,
z(0)=0]],scene=[x(t),y(t),z(t)]," }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 66 
"stepsize=.03871,orientation=[139,54],title=`Periodic Orbits in the" }
}{PARA 0 "> " 0 "" {MPLTEXT 1 0 21 "Roessler System`);od;" }}{PARA 11 
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\"$-%&COLORG6&%$RGBG$\"\"*!\"\"Fg_`l$\"\"#Fi_`l-%&STYLEG6#%%LINEG-%*AX
ESSTYLEG6#%$BOXG-%%VIEWG6%;Fe`uFg\\s;Fg^vFc]t;Fj^tFjev-%+AXESLABELSG6%
Q%x(t)6\"Q%y(t)F^a`lQ%z(t)F^a`l-%&TITLEG6#%GPeriodic~Orbits~in~the|+Ro
essler~SystemG-%+PROJECTIONG6%$\"$R\"\"\"!$\"#aFja`l\"\"\"" 1 6 0 1 
10 0 2 6 1 2 2 1.000000 54.000000 139.000000 1 0 "Curve 1" }}}}{EXCHG 
{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 625 "This beh
avior is called the PERIOD DOUBLING cascade. The trajectories for diff
erent values of  c  do indeed settle into periodic orbits.  However, a
s the value of the constant  c  increases, it seeme like the periodic \+
trajectory for a lower value of  c  has split into two nearby trajecto
ries in such a way that you have to follow the path around twice to cl
ose the loop. Then for a larger value of  c  the path again bifurcates
 into two. This process continues as  c  increases, but it takes geome
trically smaller and smaller increases in  c  to bifurcate. At a finit
e limiting value of  c  the system has undergone infitely" }}{PARA 0 "
" 0 "" {TEXT -1 53 "many bifurcations. This is the onset point of chao
s. " }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 309 "T
o explain how this is happening in the Roessler system, let us take a \+
closer look at the dynamics. This time, consider trajectories that go \+
approximately once around, but start off at differing values [x(0)=0, \+
y(0)=1,1.5,2,2.5,...,10, z(0)=0]. We assign a different color number t
o each trajectory using  CL." }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}
}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 63 "CL:=[seq(COLOUR(HUE,k*0.049
),k=2..20)]:a:=0.2:b:=0.2:c:=4.9876:" }}}{EXCHG {PARA 0 "> " 0 "" 
{MPLTEXT 1 0 70 "Roessler:=\{D(y)(t)=x(t)+z(t),D(x)(t)=-y(t)+a*x(t),D(
z)(t)=b-y(t)*z(t)-" }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "c*z(t)\};" }}
{PARA 11 "" 1 "" {XPPMATH 20 "6#>%)RoesslerG<%/--%\"DG6#%\"xG6#%\"tG,&
-%\"yGF,!\"\"*&$\"\"#F1\"\"\"-F+F,F5F5/--F)6#%\"zGF,,(F3F5*&F/F5-F;F,F
5F1*&$\"&w)\\!\"%F5F>F5F1/--F)6#F0F,,&F6F5F>F5" }}}{EXCHG {PARA 0 "> \+
" 0 "" {MPLTEXT 1 0 70 "DEplot3d(Roessler,\{x(t),y(t),z(t)\},t=0..7.4,
x=-13..11,y=-13..11,z=-1.." }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 4 "27,[" 
}}{PARA 0 "> " 0 "" {MPLTEXT 1 0 64 "seq([x(0)=0,y(0)=0.5*k,z(0)=0],k=
2..20)],scene=[x(t),y(t),z(t)]," }}{PARA 0 "> " 0 "" {MPLTEXT 1 0 52 "
stepsize=.03871,orientation=[139,54],title=`Roessler" }}{PARA 0 "> " 
0 "" {MPLTEXT 1 0 39 "Attractor`,linecolor=CL,  axes=NORMAL);" }}
{PARA 13 "" 1 "" {GLPLOT3D 722 405 405 {PLOTDATA 3 "6<-%'CURVESG6_w7$7
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