LYAPUNOV EXPONENTS
To be called chaotic a system should also show sensitive dependence on initial conditions in the sense that neighboring orbits separate exponentially fast, on average. This sensitive dependence could be quantified by defining the Lyapunov exponent for a chaotic differential equation.
Let us consider two neighboring trajectories. Assume that nearby to the initial point lies a point
where the initial separation is extremely small. Let
be the separation after
iterations. If
then is called the Lyapunov exponent. A positive Lyapunov exponent is a signature of chaos.
A computationally useful formula for is
Note that depends on the initial state
However, it is the same for all
in the basin of attraction of a given attractor.
For stable fixed points and cycle, is negative; for chaotic attractors
is positive.