KawczynskiStrizhak¶
Systems / ODEs / Population dynamics
A three-variable polynomial reduction of the Belousov-Zhabotinsky reaction reproducing its mixed-mode and period-doubling routes to chaos.
Definition¶
\[
\begin{aligned}
\dot{x} &= 3 \gamma \mu x - \gamma x^{3} + \gamma y \\
\dot{y} &= \beta - 2 \mu x - y - z \\
\dot{z} &= \kappa x - \kappa z
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
beta |
-0.4 |
constant drive (offset) of the slow recovery variable |
gamma |
0.49 |
timescale / gain of the fast cubic nullcline |
kappa |
0.2 |
relaxation rate of the slowest variable |
mu |
2.1 |
bifurcation parameter shaping the cubic nullcline |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = 3 \gamma \mu - 3 \gamma x^{2} - \kappa - 1$
state-dependent
state-dependent
Equilibria
2 equilibria
0 stable · 2 unstable
0 stable · 2 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.KawczynskiStrizhak()
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¶
Strizhak & Kawczynski (1995), J. Phys. Chem. 99, 10830-10833
doi:10.1021/j100027a024