ForcedBrusselator¶
Systems / ODEs / Chemical & biological systems
The Brusselator under periodic forcing — entrainment and chaos in an autocatalytic reaction.
Definition¶
\[
\begin{aligned}
\dot{y_{0}} &= a + f \cos{\left(y_{2} \right)} + y_{0}^{2} y_{1} - y_{0} \left(b + 1\right) \\
\dot{y_{1}} &= b y_{0} - y_{0}^{2} y_{1} \\
\dot{y_{2}} &= w
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
0.4 |
constant feed of the activator x |
b |
1.2 |
control parameter (Hopf at b = 1 + a^2) |
f |
0.05 |
amplitude of the periodic forcing |
w |
0.81 |
angular frequency of the forcing |
Properties¶
Lyapunov spectrum
$+0.04712,\; -0.244,\; 0$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 2.193$
Divergence ∇·f
$\nabla\!\cdot f = - b - y_{0}^{2} + 2 y_{0} y_{1} - 1$
state-dependent
state-dependent
Equilibria
none found (no equilibria)
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.ForcedBrusselator()
traj = sys.integrate(final_time=100.0, dt=0.01)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Prigogine (1980), From Being to Becoming, W.H. Freeman