Large Deviations and Metastability (Hardcover, New)

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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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Product Description

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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Product Details

General

Imprint

Cambridge UniversityPress

Country of origin

United Kingdom

Series

Encyclopedia of Mathematics and its Applications

Release date

February 2005

Availability

Expected to ship within 12 - 17 working days

First published

February 2005

Authors

,

Dimensions

241 x 164 x 34mm (L x W x T)

Format

Hardcover

Pages

528

Edition

New

ISBN-13

978-0-521-59163-8

Barcode

9780521591638

Categories

LSN

0-521-59163-5



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