LorenzStenflo¶
Systems / ODEs / Exotic systems
Stenflo's four-dimensional generalization of Lorenz for finite-amplitude acoustic-gravity waves in a rotating atmosphere — hyperchaotic for suitable parameters.
Interactive: drag to rotate
Definition¶
\[
\begin{aligned}
\dot{x} &= - a x + a y + d w \\
\dot{y} &= c x - x z - y \\
\dot{z} &= - b z + x y \\
\dot{w} &= - a w - x
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
2 |
Prandtl-like number coupling x and y (and damping w) |
b |
0.7 |
geometric damping of the z mode |
c |
26 |
Rayleigh-like forcing in the y equation |
d |
1.5 |
rotation parameter coupling the auxiliary state w into x |
State variables: x, y, z, w
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - 2 a - b - 1$
constant
constant
Equilibria
3 equilibria
0 stable · 3 unstable
0 stable · 3 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.LorenzStenflo()
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¶
Stenflo (1996), Phys. Scr. 53, 83-84
doi:10.1088/0031-8949/53/1/015