Questions tagged [lyapunov-exponent]

The Lyapunov characteristic exponent [LCE] gives the rate of exponential divergence from perturbed initial conditions.

The Lyapunov characteristic exponent [LCE] gives the rate of exponential divergence from perturbed initial conditions. To examine the behavior of an orbit around a point X^*(t), perturb the system and write

X(t)=X^(t)+U(t),
(1) where U(t) is the average deviation from the unperturbed trajectory at time t. In a chaotic region, the LCE sigma is independent of X^
(0). It is given by the Oseledec theorem, which states that

sigma_i=lim_(t->infty)1/tln|U(t)|.
(2) For an n-dimensional mapping, the Lyapunov characteristic exponents are given by

sigma_i=lim_(N->infty)ln|lambda_i(N)|
(3) for i=1, ..., n, where lambda_i is the Lyapunov characteristic number.

Wolfram Math World entry

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Are Lyapovov exponents related to statistical precision?

In my understanding, Lyapunov exponents measure the average rate of separation of near-identical chaotic trajectories, while statistical precision, in the context of a predictive model, is a measure of a spread of projections, taking into account…
naught101
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Calculate of Lyapunov Exponents of a sequence of random matrices

Let $(\Omega,\mathcal{F},\mathbb{P}):=(M^{\mathbb{N}_{0}},\mathcal{M}^{\mathbb{N}_{0}},\mathbb{P})$ be a probability space where $M=\left\{0,1,2,3,4\right\}$, $\mathcal{M}^{\mathbb{N}_{0}}$ is product $\sigma$-algebra. Note that if we consider the…
Diego Fonseca
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