Continuous time Markov processes: an introduction

"Markov processes are among the most important stochastic processes for both theory and applications. This book develops the general theory of these processes and applies this theory to various special examples. The initial chapter is devoted to the most important classical example--one-dimensi...

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Bibliographische Detailangaben
1. Verfasser: Liggett, Thomas M. 1944-2020 (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Providence, RI American Mathemathical Society 2010
Schriftenreihe:Graduate studies in mathematics 113
Schlagworte:
Online-Zugang:UBM01
Zusammenfassung:"Markov processes are among the most important stochastic processes for both theory and applications. This book develops the general theory of these processes and applies this theory to various special examples. The initial chapter is devoted to the most important classical example--one-dimensional Brownian motion. This, together with a chapter on continuous time Markov chains, provides the motivation for the general setup based on semigroups and generators. Chapters on stochastic calculus and probabilistic potential theory give an introduction to some of the key areas of application of Brownian motion and its relatives. A chapter on interacting particle systems treats a more recently developed class of Markov processes that have as their origin problems in physics and biology."--Publisher's description.
Beschreibung:Includes bibliographical references and index
Beschreibung:1 Online-Ressource (XII, 271 Seiten) Diagramme
ISBN:9781470411756

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