ThomasLabyrinth¶
Systems / ODEs / Chaotic attractors
Thomas's cyclically symmetric flow at weak damping — a deterministic random walk (labyrinth chaos) across a 3-D lattice of unstable equilibria.
Definition¶
\[
\begin{aligned}
\dot{x} &= - a x + b \sin{\left(y \right)} \\
\dot{y} &= - a y + b \sin{\left(z \right)} \\
\dot{z} &= - a z + b \sin{\left(x \right)}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
0.5 |
dissipation (friction) coefficient |
b |
10 |
sinusoidal forcing amplitude |
State variables: x, y, z
Properties¶
Lyapunov spectrum
$+1.229,\; +0.02436,\; -2.753$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 2.455$
Divergence ∇·f
$\nabla\!\cdot f = - 3 a$
constant
constant
Equilibria
120 equilibria
0 stable · 120 unstable
0 stable · 120 unstable
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.ThomasLabyrinth()
traj = sys.integrate(final_time=100.0, dt=0.01)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Thomas (1999), Int. J. Bifurc. Chaos 9, 1889-1905