Markov Chains (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Serie
Texts in Applied Mathematics (del 31)
Antal sidor
444
Utgivningsdatum
1999-05-11
Förlag
Springer-Verlag New York Inc.
Dimensioner
263 x 185 x 26 mm
Vikt
1038 g
ISBN
9780387985091

Markov Chains

Gibbs Fields, Monte Carlo Simulation, and Queues

av Pierre Bremaud
Inbunden,  Engelska, 1999-05-11
720
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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.

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