Math 2.0

Ordinary differential equations Linear equations and systems Concept

Lyapunov exponent

Summary

A Lyapunov exponent measures the exponential rate at which a solution of a differential equation grows or decays as time goes to infinity. For a linear system it is the upper limit of 1tln⁡∥x(t)∥\frac{1}{t} \ln \norm{x(t)} along a nonzero solution xx. For a nonlinear system one applies it to the linearised equation along a trajectory, and it then measures how fast nearby trajectories separate. A negative exponent signals contraction, related to Lyapunov stability, and a positive one signals sensitive dependence on initial conditions, a mark of chaos. See the definition.

Further reading

  1. Web https://en.wikipedia.org/wiki/Lyapunov_exponent
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