Chen¶
Systems / ODEs / Coupled systems
A dual to Lorenz with the opposite sign convention — a generalized chaotic flow in the Lorenz family.
Definition¶
\[
\begin{aligned}
\dot{x} &= - a x + a y \\
\dot{y} &= c y - x z + x \left(- a + c\right) \\
\dot{z} &= - b z + x y
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
35 |
coupling gain of the x-y channel |
b |
3 |
linear decay rate of the z channel |
c |
28 |
self-feedback gain of the y channel |
State variables: x, y, z
Properties¶
Lyapunov spectrum
$+2.03,\; 0,\; -12.03$
Lü, Chen, Cheng & Čelikovský (2002), Int. J. Bifurcation Chaos 12, 2917-2926
Lü, Chen, Cheng & Čelikovský (2002), Int. J. Bifurcation Chaos 12, 2917-2926
Kaplan–Yorke dimension
$D_{KY} = 2.169$
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.Chen()
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¶
Chen & Ueta (1999), Int. J. Bifurcation Chaos 9, 1465-1466
doi:10.1142/s0218127499001024