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portada Topics in the Constructive Theory of Countable Markov Chains
Type
Physical Book
Author
Publisher
Year
1995
Language
English
Pages
176
Format
Hardcover
Dimensions
23.5x15.7x1.6 cm
Weight
0.32 kg.
ISBN
0521461979
ISBN13
9780521461979
Edition No.
1
Categories

Topics in the Constructive Theory of Countable Markov Chains

G. Fayolle (Author) · V. a. Malyshev (Author) · M. V. Menshikov (Author) · Cambridge University Press · Hardcover

Topics in the Constructive Theory of Countable Markov Chains - Fayolle, G. ; Malyshev, V. a. ; Menshikov, M. V.

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Synopsis "Topics in the Constructive Theory of Countable Markov Chains "

Markov chains are an important idea, related to random walks, which crops up widely in applied stochastic analysis. They are used for example in performance modeling and evaluation of computer networks, queuing networks, and telecommunication systems. The main point of the present book is to provide methods, based on the construction of Lyapunov functions, of determining when a Markov chain is ergodic, null recurrent, or transient. These methods, which are on the whole original and new, can also be extended to the study of questions of stability. Of particular concern are reflected random walks and reflected Brownian motion. Here, the authors provide a self-contained introduction to the theory and details of how the required Lyapunov functions are constructed in various situations.

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