Torus¶
Systems / ODEs / Oscillatory systems
Quasiperiodic motion on a 2-torus — two incommensurate frequencies, no chaos.
Definition¶
\[
\begin{aligned}
\dot{x} &= - a n \sin{\left(n t \right)} \cos{\left(t \right)} - \left(a \cos{\left(n t \right)} + r\right) \sin{\left(t \right)} \\
\dot{y} &= - a n \sin{\left(t \right)} \sin{\left(n t \right)} + \left(a \cos{\left(n t \right)} + r\right) \cos{\left(t \right)} \\
\dot{z} &= a n \cos{\left(n t \right)}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
0.5 |
minor radius (tube radius) |
n |
15.3 |
tube windings per revolution (irrational = quasiperiodic) |
r |
1 |
major radius (centre to tube centre) |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = 0$
constant
constant
Equilibria
none found (no equilibria)
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.Torus()
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¶
Strogatz (1994), Nonlinear Dynamics and Chaos