SprottE¶
Systems / ODEs / Chaotic attractors
Case E of Sprott's 1994 search for the algebraically simplest chaotic flows — five terms and two quadratic nonlinearities.
Definition¶
\[
\begin{aligned}
\dot{x} &= y z \\
\dot{y} &= x^{2} - y \\
\dot{z} &= 1 - 4 x
\end{aligned}
\]
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = -1$
constant
constant
Equilibria
1 equilibria
0 stable · 1 unstable
0 stable · 1 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.SprottE()
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 (1994), Phys. Rev. E 50, R647-R650
doi:10.1103/physreve.50.r647