Numerical methods for first order systems of DEs
with(LinearAlgebra): with(plots):
Example 4.1.8 - the slope function is defined by a matrix
A :=Matrix([[0,-1],[1.01,-0.2]]);
f := (t,x) -> A . x;
LUknTWF0cml4RzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiNiMvSSQlaWRHRiciKS9eIlsi
Zio2JEkidEc2IkkieEdGJUYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUkiLkc2JCUqcHJvdGVjdGVkR0koX3N5c2xpYkdGJTYkSSJBR0YlOSVGJUYlRiU=
Initial condition
x0 := Vector([0,-1]);
LSZJJ1ZlY3Rvckc2JCUqcHJvdGVjdGVkR0koX3N5c2xpYkc2IjYjSSdjb2x1bW5HRig2Iy9JJCVpZEdGKCIpayYzTCI=
True solution
xtrue:= t-> exp(-t/10)*Vector([sin(t),(sin(t)-10*cos(t))/10]);
Zio2I0kidEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlKiYtSSRleHBHNiQlKnByb3RlY3RlZEdJKF9zeXNsaWJHRiU2IywkOSQjISIiIiM1IiIiLUknVmVjdG9yR0YsNiM3JC1JJHNpbkdGLDYjRjEsJkY6I0Y1RjQtSSRjb3NHRixGPEYzRjVGJUYlRiU=
Euler's method
n:=100: t0:=0: tn:=10: h:=(tn-t0)/n:
tvals:=Vector(n+1): xvals:=Vector(n+1): xvals[1]:=x0: tvals[1]:=t0:
for i from 1 to n do
x := xvals[i]: t := tvals[i]:
k := f(t,x):
xvals[i+1] := x + h*k:
tvals[i+1] := t:
end do:
p1:=plot([seq([xvals[j][1],xvals[j][2]],j=1..n+1)]):
unassign('x'): unassign('y'): unassign('t'):
p2:=fieldplot(f(t,Vector([x,y])),x=-1..1,y=-1..1):
p3:=plot([xtrue(t)[1],xtrue(t)[2],t=t0..tn],color=blue):
display({p1,p2,p3});
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Improved Euler's method
n:=100: t0:=0: tn:=20: h:=(tn-t0)/n:
tvals:=Vector(n+1): xvals:=Vector(n+1): xvals[1]:=x0: tvals[1]:=t0:
for i from 1 to n do
x := xvals[i]: t := tvals[i]:
k1:= f(t,x): # left hand slope
k2:= f(t+h,x+h*k1): # approximation to right hand slope
k:=(k1+k2)/2: # averaged slope
xvals[i+1]:= x + h*k: # improved Euler update
tvals[i+1]:= t+h: # increase x
end do:
p1:=plot([seq([xvals[j][1],xvals[j][2]],j=1..n+1)]):
unassign('x'): unassign('y'): unassign('t'):
p2:=fieldplot(f(t,Vector([x,y])),x=-1..1,y=-1..1):
p3:=plot([xtrue(t)[1],xtrue(t)[2],t=t0..tn],color=blue):
display({p1,p2,p3});
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Runge Kutta method
n:=100: t0:=0: tn:=10: h:=(tn-t0)/n:
tvals:=Vector(n+1): xvals:=Vector(n+1): xvals[1]:=x0: tvals[1]:=t0:
for i from 1 to n do
x := xvals[i]: t := tvals[i]:
k1:= f(t,x): # left hand slope
k2:= f(t+h/2,x+h*k1/2): # midpoint slope: first approx.
k3:= f(t+h/2,x+h*k2/2): # midpoint slope: second approx.
k4:= f(t+h,x+h*k3): # right hand slope approx.
k:=(k1+2*k2+2*k3+k4)/6: # Simpson's integration rule
xvals[i+1]:= x + h*k: # improved Euler update
tvals[i+1]:= t+h: # increase x
end do:
p1:=plot([seq([xvals[j][1],xvals[j][2]],j=1..n+1)]):
unassign('x'): unassign('y'): unassign('t'):
p2:=fieldplot(f(t,Vector([x,y])),x=-1..1,y=-1..1):
p3:=plot([xtrue(t)[1],xtrue(t)[2],t=t0..tn],color=blue):
display({p1,p2,p3});
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