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Interactive Markov Chains

Name: Interactive Markov Chains
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 04333595
Price: 53.79 EUR
Availability: InStock
Author: Holger Hermanns
ISBN: 9783540442615

Holger Hermanns

Language

English

Book Paperback

Libristo code: 04333595

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2002

Markov Chains are widely used as stochastic models to study a broad spectrum of system performance a... Full description

Libristo code: 04333595

132 b

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Markov Chains are widely used as stochastic models to study a broad spectrum of system performance and dependability characteristics. This monograph is devoted to compositional specification and analysis of Markov chains.Based on principles known from process algebra, the author systematically develops an algebra of interactive Markov chains. By presenting a number of distinguishing results, of both theoretical and practical nature, the author substantiates the claim that interactive Markov chains are more than justanother formalism: Among other, an algebraic theory of interactive Markov chains is developed, devise algorithms to mechanize compositional aggregation are presented, and state spaces of several million states resulting from the study of an ordinary telefone system are analyzed.