ForcedVanDerPol¶
Systems / ODEs / Chemical & biological systems
Van der Pol under periodic forcing — frequency entrainment and the route to chaos.
Definition¶
\[
\begin{aligned}
\dot{x} &= y \\
\dot{y} &= a \sin{\left(z \right)} + \mu y \left(1 - x^{2}\right) - x \\
\dot{z} &= w
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
1.2 |
amplitude of the periodic forcing |
mu |
8.53 |
nonlinear damping strength |
w |
0.63 |
angular frequency of the forcing |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - \mu x^{2} + \mu$
state-dependent
state-dependent
Equilibria
none found (no equilibria)
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.ForcedVanDerPol()
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¶
van der Pol (1926), London Edinburgh Dublin Philos. Mag. J. Sci. 2, 978-992
doi:10.1080/14786442608564127