LuChen¶
Systems / ODEs / Coupled systems
The Lü attractor — a quadratic flow sitting at the transition between the Lorenz and Chen systems yet belonging to neither.
Definition¶
\[
\begin{aligned}
\dot{x} &= - a x + a y \\
\dot{y} &= c y - x z \\
\dot{z} &= - b z + x y
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
36 |
Prandtl-like x–y coupling gain |
b |
3 |
linear decay rate of the z channel |
c |
18 |
self-feedback gain of the y channel |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - a - b + c$
constant
constant
Equilibria
3 equilibria
0 stable · 3 unstable
0 stable · 3 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.LuChen()
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¶
Lü & Chen (2002), Int. J. Bifurcation Chaos 12, 659-661
doi:10.1142/s0218127402004620