Thomas¶
Systems / ODEs / Chaotic attractors
Cyclically symmetric flow whose 27 equilibria and labyrinthine trajectories arise from pure sinusoidal feedback.
Definition¶
\[
\begin{aligned}
\dot{y_{0}} &= - a y_{0} + b \sin{\left(y_{1} \right)} \\
\dot{y_{1}} &= - a y_{1} + b \sin{\left(y_{2} \right)} \\
\dot{y_{2}} &= - a y_{2} + b \sin{\left(y_{0} \right)}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
1.85 |
dissipation (friction) coefficient (smaller = more chaotic) |
b |
10 |
amplitude of the sinusoidal forcing |
Properties¶
Lyapunov spectrum
$+0.633,\; -0.01291,\; -6.17$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 2.1$
Divergence ∇·f
$\nabla\!\cdot f = - 3 a$
constant
constant
Equilibria
18 equilibria
0 stable · 18 unstable
0 stable · 18 unstable
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.Thomas()
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