Markov chains and stochastic stability /

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Bibliographic Details
Author / Creator:Meyn, S. P. (Sean P.), author.
Edition:2nd ed.
Imprint:Cambridge ; New York : Cambridge University Press, 2009.
Description:1 online resource (xxviii, 594 pages) : illustrations
Language:English
Series:Communications and control engineering series
Communications and control engineering series.
Subject:Markov processes.
MATHEMATICS -- Probability & Statistics -- Stochastic Processes.
Markov processes.
Markov-Kette
Markov-Kette.
Electronic books.
Electronic books.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11826143
Hidden Bibliographic Details
Other authors / contributors:Tweedie, R. L. (Richard L.), author.
ISBN:9780511719462
0511719469
9780511626630
0511626630
051151543X
9780511515439
9780521731829
0521731828
Notes:Includes bibliographical references (pages 567-586) and index.
Summary:Meyn and Tweedie is back! The bible on Markov chains in general state spaces has been brought up to date to reflect developments in the field since 1996 - many of them sparked by publication of the first edition. The pursuit of more efficient simulation algorithms for complex Markovian models, or algorithms for computation of optimal policies for controlled Markov models, has opened new directions for research on Markov chains. As a result, new applications have emerged across a wide range of topics including optimisation, statistics, and economics. New commentary and an epilogue by Sean Meyn summarise recent developments and references have been fully updated. This second edition reflects the same discipline and style that marked out the original and helped it to become a classic: proofs are rigorous and concise, the range of applications is broad and knowledgeable, and key ideas are accessible to practitioners with limited mathematical background.
Other form:Print version: Meyn, S.P. (Sean P.). Markov chains and stochastic stability. 2nd ed. Cambridge ; New York : Cambridge University Press, 2009 9780521731829