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Answers for “负李雅普诺夫指数和正李雅普诺夫指数的几何意义是什么?”

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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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Local Lyapunov exponents are defined like global Lyapunov exponents but without taking the long-time limit t→∞t\to\infty, so they retain more spatial/local information about stretching.

Conditions: Comparison is with global Lyapunov exponents; The limit t→∞t\to\infty is omitted

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For an nn-dimensional system, the lecture states there are nn Lyapunov exponents λi\lambda_i, matching the number of state-space dimensions.

Conditions: Stated for an nn-dimensional dynamical system.; The clip does not discuss degeneracies or zero exponents separately.