Rucklidge¶
Systems / ODEs / Chaotic attractors
A model of convection in an imposed magnetic field — a compact chaotic flow.
Definition¶
\[
\begin{aligned}
\dot{x} &= - a x + b y - y z \\
\dot{y} &= x \\
\dot{z} &= y^{2} - z
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
2 |
dissipation parameter |
b |
6.7 |
forcing (Rayleigh-like) parameter |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - a - 1$
constant
constant
Equilibria
3 equilibria
0 stable · 3 unstable
0 stable · 3 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.Rucklidge()
traj = system.run(final_time=100.0, dt=0.01)
ts.plot(traj)
spectrum = ts.analysis.lyapunov_spectrum(system)
ts.analysis.kaplan_yorke_dimension(spectrum)
Reference¶
Rucklidge (1992), J. Fluid Mech. 237, 209-229
doi:10.1017/s0022112092003392