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Stochastic Partial Differential Equations: An Introduction

โœ Scribed by Wei Liu, Michael Rรถckner


Publisher
Springer International Publishing
Year
2015
Tongue
English
Leaves
267
Series
Universitext
Edition
1st
Category
Library

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โœฆ Synopsis


This book provides an introduction to the theory of stochastic partial differential equations (SPDEs) of evolutionary type. SPDEs are one of the main research directions in probability theory with several wide ranging applications. Many types of dynamics with stochastic influence in nature or man-made complex systems can be modelled by such equations. The theory of SPDEs is based both on the theory of deterministic partial differential equations, as well as on modern stochastic analysis.

Whilst this volume mainly follows the โ€˜variational approachโ€™, it also contains a short account on the โ€˜semigroup (or mild solution) approachโ€™. In particular, the volume contains a complete presentation of the main existence and uniqueness results in the case of locally monotone coefficients. Various types of generalized coercivity conditions are shown to guarantee non-explosion, but also a systematic approach to treat SPDEs with explosion in finite time is developed. It is, so far, the only book where the latter and the โ€˜locally monotone caseโ€™ is presented in a detailed and complete way for SPDEs. The extension to this more general framework for SPDEs, for example, in comparison to the well-known case of globally monotone coefficients, substantially widens the applicability of the results. In addition, it leads to a unified approach and to simplified proofs in many classical examples. These include a large number of SPDEs not covered by the โ€˜globally monotone caseโ€™, such as, for exa

mple, stochastic Burgers or stochastic 2D and 3D Navier-Stokes equations, stochastic Cahn-Hilliard equations and stochastic surface growth models.

To keep the book self-contained and prerequisites low, necessary results about SDEs in finite dimensions are also included with complete proofs as well as a chapter on stochastic integration on Hilbert spaces. Further fundamentals (for example, a detailed account on the Yamada-Watanabe theorem in infinite dimensions) used in the book have added proofs in the appendix. The book can be used as a textbook for a one-year graduate course.

โœฆ Table of Contents


Front Matter....Pages i-vi
Motivation, Aims and Examples....Pages 1-8
The Stochastic Integral in General Hilbert Spaces (w.r.t. Brownian Motion)....Pages 9-53
SDEs in Finite Dimensions....Pages 55-68
SDEs in Infinite Dimensions and Applications to SPDEs....Pages 69-121
SPDEs with Locally Monotone Coefficients....Pages 123-178
Mild Solutions....Pages 179-207
Back Matter....Pages 209-266

โœฆ Subjects


Probability Theory and Stochastic Processes; Partial Differential Equations; Ordinary Differential Equations; Mathematical Applications in the Physical Sciences; Game Theory, Economics, Social and Behav. Sciences


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