Markov chains and mixing times / David A. Levin (University of Oregon), Yuval Peres (Microsoft Research) ; with contributions by Elizabeth L. Wilmer.

By: Levin, David Asher, 1971-
Contributor(s): Peres, Y. (Yuval) | Wilmer, Elizabeth L. (Elizabeth Lee), 1970- | Propp, James, 1960- | Wilson, David B. (David Bruce)
Material type: TextTextPublisher: Providence, Rhode Island : American Mathematical Society, [2017]Edition: Second editionDescription: xvi, 447 pages : illustrations ; 26 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781470429621 (hbk. : alk. paper); 1470429624 (hbk. : alk. paper)Subject(s): Markov processes -- Textbooks | Distribution (Probability theory) -- Textbooks | Probability theory and stochastic processes -- Markov processes -- Markov chains (discrete-time Markov processes on discrete state spaces) | Probability theory and stochastic processes -- Markov processes -- Continuous-time Markov processes on discrete state spaces | Probability theory and stochastic processes -- Probability theory on algebraic and topological structures -- Probability measures on groups or semigroups, Fourier transforms, factorization | Probability theory and stochastic processes -- Combinatorial probability -- Combinatorial probability | Numerical analysis -- Probabilistic methods, simulation and stochastic differential equations -- Monte Carlo methods | Probability theory and stochastic processes -- Special processes -- Interacting random processes; statistical mechanics type models; percolation theory | Computer science -- Algorithms -- Randomized algorithms | Computer science -- Computing methodologies and applications -- Simulation | Statistical mechanics, structure of matter -- Time-dependent statistical mechanics (dynamic and nonequilibrium) -- Interacting particle systemsDDC classification: 519.2/33 LOC classification: QA274.7 | .L48 2017Other classification: 60J10 | 60J27 | 60B15 | 60C05 | 65C05 | 60K35 | 68W20 | 68U20 | 82C22
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"With a chapter on Coupling from the past, by James G. Propp and David B. Wilson."

Includes bibliographical references (pages 425-438) and index.

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Markov Chains and Mixing Times. by Levin, David A. ©2008

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