Stochastic Processes and Applications

Name: Stochastic Processes and Applications
Brand: Springer-Verlag New York Inc.
SKU: 9781493913220
Price: 82.63 EUR
Availability: InStock

Diffusion Processes, the Fokker-Planck and Langevin Equations

Автор: Grigorios Pavliotis

Език:

Корици: С твърди корици

Издател: Springer-Verlag New York Inc.

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The purpose of this book is to present various results and techniques from the theory of stochastic...

Информация за книгата

Автор

Grigorios Pavliotis

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2014

страници

339

EAN

9781493913220

ISBN

1493913220

Enbook ID

02723218

Издател

Springer-Verlag New York Inc.

Теглоt

642

Размери

164 x 241 x 19

Пълно описание

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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Stochastic Processes and Applications

Diffusion Processes, the Fokker-Planck and Langevin Equations

Информация за книгата

Пълно описание

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