Circle¶
Systems / Maps / Geometric maps
The circle map — mode-locking, Arnold tongues, and the devil's staircase.
Definition¶
@staticmethod
def _step(X, omega, k):
theta = X
thetap = theta + omega + (k / (2 * np.pi)) * np.sin(2 * np.pi * theta)
return thetap % 1
Parameters¶
| Symbol | Default | Role |
|---|---|---|
omega |
0.333 |
bare winding number (rotation without coupling) |
k |
5.7 |
nonlinearity / coupling strength (critical at k=1) |
Properties¶
Lyapunov spectrum
$+1.087$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 1$
Divergence ∇·f
n/a — discrete map — flow divergence undefined (per-step contraction is |det J|)
Equilibria
4 fixed points
0 stable · 4 unstable
0 stable · 4 unstable
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.Circle()
traj = sys.iterate(steps=10_000)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Arnold (1965), Amer. Math. Soc. Transl. 46, 213-284
