ArnoldBeltramiChildress¶
Systems / ODEs / Climate & geophysics
An exact steady Beltrami solution of Euler's equations whose streamlines are generically chaotic — the classic example of Lagrangian chaos and fast-dynamo theory.
Definition¶
\[
\begin{aligned}
\dot{y_{0}} &= a \sin{\left(y_{2} \right)} + c \cos{\left(y_{1} \right)} \\
\dot{y_{1}} &= a \cos{\left(y_{2} \right)} + b \sin{\left(y_{0} \right)} \\
\dot{y_{2}} &= b \cos{\left(y_{0} \right)} + c \sin{\left(y_{1} \right)}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
1.73205 |
amplitude of the first Beltrami component |
b |
1.41421 |
amplitude of the second Beltrami component |
c |
1 |
amplitude of the third Beltrami component |
Properties¶
Lyapunov spectrum
$+0.007897,\; +0.001071,\; -0.008968$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 3$
Divergence ∇·f
$\nabla\!\cdot f = 0$
constant
constant
Equilibria
none found (no equilibria)
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.ArnoldBeltramiChildress()
traj = sys.integrate(final_time=100.0, dt=0.01)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Arnold (1966), J. Appl. Math. Mech. 30, 223-226