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Asymptotic Methods for the Fokker-Planck Equation and the Exit Problem in Applications

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Asymptotic Methods for the Fokker-Planck Equation and the Exit Problem in Applications Synopsis

Asymptotic methods are of great importance for practical applications, especially in dealing with boundary value problems for small stochastic perturbations. This book deals with nonlinear dynamical systems perturbed by noise. It addresses problems in which noise leads to qualitative changes, escape from the attraction domain, or extinction in population dynamics. The most likely exit point and expected escape time are determined with singular perturbation methods for the corresponding Fokker-Planck equation. The authors indicate how their techniques relate to the Itô calculus applied to the Langevin equation. The book will be useful to researchers and graduate students.

About This Edition

ISBN: 9783642084096
Publication date:
Author: Johan Grasman, Onno A, van Herwaarden
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K an imprint of Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Format: Paperback
Pagination: 220 pages
Series: Springer Series in Synergetics
Genres: Calculus and mathematical analysis
Mathematical theory of computation
Probability and statistics
Stochastics
Cybernetics and systems theory
Mathematical physics