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Markov Chains and Stochastic Stability

Author(s): S.P. Meyn and R.L. Tweedie  
Publisher: Springer-Verlag  
Edition: 1  

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Markov Chains and Stochastic Stability (Communications and Control Engineering)

Book Description

The area of Markov chain theory and application has matured over the past 20 years into something more accessible and complete. It is of increasing interest and importance. This publication deals with the action of Markov chains on general state spaces. It discusses the theories and the use to be gained, concentrating on the areas of engineering, operations research and control theory. Throughout, the theme of stochastic stability and the search for practical methods of verifying such stability, provide a new and powerful technique. This does not only affect applications but also the development of the theory itself. The impact of the theory on specific models is discussed in detail, in order to provide examples as well as to demonstrate the importance of these models.

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