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Stochastic Processes and Applications

Diffusion Processes, the Fokker-Planck and Langevin Equations

Lingua IngleseInglese
Libro Rigido
Libro Stochastic Processes and Applications Grigorios Pavliotis
Codice Libristo: 02723218
Casa editrice Springer-Verlag New York Inc., novembre 2014
The purpose of this book is to present various results and techniques from the theory of stochastic... Descrizione completa
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The purpose of this book is to present various results and techniques from the theory of stochastic processes that are useful in the study of stochastic problems in the natural sciences. The focus is mostly on analytical techniques, although numerical and statistical techniques for studying diffusion processes are also presented. The goal is the development of techniques that are applicable to a wide variety of stochastic models that appear in physics, chemistry and other natural sciences. Some specific applications, such as stochastic resonance and Brownian motors are also discussed. The book is intended for beginning graduate students in these disciplines. Prerequisites include ordinary and partial differential equations, linear algebra, elementary functional analysis and techniques from applied mathematics such as perturbation theory. Basic knowledge of scientific computing and of a programming language or matlab would certainly be very helpful. Some familiarity with probability theory and stochastic processes in discrete time is also helpful but not essential.

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Informazioni sul libro

Titolo completo Stochastic Processes and Applications
Lingua Inglese
Rilegatura Libro - Rigido
Data di pubblicazione 2014
Numero di pagine 339
EAN 9781493913220
ISBN 1493913220
Codice Libristo 02723218
Peso 642
Dimensioni 164 x 241 x 19
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