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Answers for “为什么最大的正李雅普诺夫指数主导长期行为?”

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A negative Lyapunov exponent corresponds to compression of state space along stable manifolds, while a positive Lyapunov exponent corresponds to stretching of state space along unstable manifolds. The lecture uses these signs to distinguish contraction toward a fixed point from expansion away to infinity.

Conditions: Applies to the manifold directions discussed in the clip.; The clip does not treat mixed-sign spectra in detail before ending.

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Lyapunov exponents are ordered by value from largest to smallest, not by absolute value. Thus λ1\lambda_1 is the exponent closest to positive infinity and λn\lambda_n is the exponent closest to negative infinity.

Conditions: n is the dimension of the dynamical system; Ordering is by real value, not magnitude