SprottJerk¶
Systems / ODEs / Chaotic attractors
The provably algebraically-simplest dissipative chaotic flow — a single-quadratic jerk system whose Möbius-strip attractor emerges by period doubling near mu ≈ 2.017.
Definition¶
\[
\begin{aligned}
\dot{x} &= y \\
\dot{y} &= z \\
\dot{z} &= - \mu z - x + y^{2}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
mu |
2.017 |
damping coefficient (chaos for 2.017 < mu < 2.082) |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - \mu$
constant
constant
Equilibria
1 equilibria
0 stable · 1 unstable
0 stable · 1 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.SprottJerk()
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¶
Sprott (1997), Phys. Lett. A 228, 271-274
doi:10.1016/s0375-9601(97)00088-1