Communications in Mathematical Sciences

Study of noise-induced transitions in the Lorenz system using the minimum action method

Xiang Zhou and Weinan E

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We investigate noise-induced transitions in non-gradient systems when complex invariant sets emerge. Our example is the Lorenz system in three representative Rayleigh number regimes. It is found that before the homoclinic explosion bifurcation, the only transition state is the saddle point, and the transition is similar to that in gradient systems. However, when the chaotic invariant set emerges, an unstable limit cycle continues from the homoclinic trajectory. This orbit, which is embedded in a local tube-like manifold around the initial stable stationary point as a relative attractor, plays the role of the most probable exit set in the transition process. This example demonstrates how limit cycles, the next simplest invariant set beyond fixed points, can be involved in the transition process in smooth dynamical systems.

Article information

Commun. Math. Sci., Volume 8, Number 2 (2010), 341-355.

First available in Project Euclid: 25 May 2010

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Mathematical Reviews number (MathSciNet)

Zentralblatt MATH identifier

Primary: 34D10: Perturbations 82C35: Irreversible thermodynamics, including Onsager-Machlup theory 82C26: Dynamic and nonequilibrium phase transitions (general)

Noise-induced transitions Lorenz system limit cycle transition set minimum action path


Zhou, Xiang; E, Weinan. Study of noise-induced transitions in the Lorenz system using the minimum action method. Commun. Math. Sci. 8 (2010), no. 2, 341--355.

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