4.5 Article

GENERALIZED EXTREME VALUE DISTRIBUTION PARAMETERS AS DYNAMICAL INDICATORS OF STABILITY

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出版社

WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S0218127412502768

关键词

Extreme value theory; generalized extreme value distribution; indicators of stability; standard map; mixing conditions; chaos; dynamical systems

资金

  1. CNRS-PEPS Project Mathematical Methods of Climate Models
  2. EU FP7-ERC project NAMASTE Thermodynamics of the Climate System

向作者/读者索取更多资源

We introduce a new dynamical indicator of stability based on the Extreme Value statistics showing that it provides an insight into the local stability properties of dynamical systems. The indicator performs faster than others based on the iteration of the tangent map since it requires only the evolution of the original systems and, in the chaotic regions, gives further information about the local information dimension of the attractor. A numerical validation of the method is presented through the analysis of the motions in the Standard map.

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