Markov Chains
Gibbs Fields, Monte Carlo Simulation, and Queues
(Sprache: Englisch)
In this book, the author begins with the elementary theory of Markov chains and very progressively brings the reader to the more advanced topics. He gives a useful review of probability that makes the book self-contained, and provides an appendix with...
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Klappentext zu „Markov Chains “
In this book, the author begins with the elementary theory of Markov chains and very progressively brings the reader to the more advanced topics. He gives a useful review of probability that makes the book self-contained, and provides an appendix with detailed proofs of all the prerequisites from calculus, algebra, and number theory. A number of carefully chosen problems of varying difficulty are proposed at the close of each chapter, and the mathematics are slowly and carefully developed, in order to make self-study easier. The author treats the classic topics of Markov chain theory, both in discrete time and continuous time, as well as the connected topics such as finite Gibbs fields, nonhomogeneous Markov chains, discrete- time regenerative processes, Monte Carlo simulation, simulated annealing, and queuing theory. The result is an up-to-date textbook on stochastic processes. Students and researchers in operations research and electrical engineering, as well as in physics and biology, will find it very accessible and relevant.
Inhaltsverzeichnis zu „Markov Chains “
Preface1 Probability Rezension
2 Discrete Time Markov Models
3 Recurrence and Ergodicity
4 Long Run Behavior
5 Lyapunov Functions and Martingales
6 Eigenvalues and Nonhomogeneous Markov Chains
7 Gibbs Fields and Monte Carlo Simulation
8 Continuous-Time Markov Models
9 Poisson Calculus and QueuesAppendixBibliographyAuthor IndexSubject Index.
Bibliographische Angaben
- Autor: Pierre Bremaud
- 1999, 1999, 445 Seiten, Maße: 18,3 x 24,1 cm, Flex. Einband, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 0387985093
- ISBN-13: 9780387985091
- Erscheinungsdatum: 11.05.1999
Sprache:
Englisch
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