Large Deviations and Metastability (Encyclopedia of Mathematics and its Applications Book 100) (English Edition)

Large Deviations and Metastability (Encyclopedia of Mathematics and its Applications Book 100) (English Edition)

作者
Enzo Olivieri、Maria Eulália Vares
语言
英语
电子书格式
epub,pdf,mobi,azw3,txt,fb2,djvu
下载次数
5316
更新日期
2023-08-06
运行环境
PC/Windows/Linux/Mac/IOS/iPhone/iPad/iBooks/Kindle/Android/安卓/平板
内容简介

The book provides a general introduction to the theory of large deviations and a wide overview of the metastable behaviour of stochastic dynamics. With only minimal prerequisites, the book covers all the main results and brings the reader to the most recent developments. Particular emphasis is given to the fundamental Freidlin-Wentzell results on small random perturbations of dynamical systems. Metastability is first described on physical grounds, following which more rigorous approaches to its description are developed. Many relevant examples are considered from the point of view of the so-called pathwise approach. The first part of the book develops the relevant tools including the theory of large deviations which are then used to provide a physically relevant dynamical description of metastability. Written to be accessible to graduate students, this book provides an excellent route into contemporary research.

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