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Interactive Markov Chains [[electronic resource] ] : The Quest for Quantified Quality / / by Holger Hermanns



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Autore: Hermanns Holger Visualizza persona
Titolo: Interactive Markov Chains [[electronic resource] ] : The Quest for Quantified Quality / / by Holger Hermanns Visualizza cluster
Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2002
Edizione: 1st ed. 2002.
Descrizione fisica: 1 online resource (XII, 217 p.)
Disciplina: 519.2/33
Soggetto topico: Probabilities
Software engineering
Computer logic
Computer system failures
Computers
Mathematical statistics
Probability Theory and Stochastic Processes
Software Engineering
Logics and Meanings of Programs
System Performance and Evaluation
Computation by Abstract Devices
Probability and Statistics in Computer Science
Note generali: Bibliographic Level Mode of Issuance: Monograph
Nota di bibliografia: Includes bibliographical references.
Nota di contenuto: Interactive Processes -- Markov Chains -- Interactive Markov Chains -- Algebra of Interactive Markov Chains -- Interactive Markov Chains in Practice -- Conclusion -- Proofs for Chapter 3 and Chapter 4 -- Proofs for Chapter 5.
Sommario/riassunto: 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 just another 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.
Titolo autorizzato: Interactive Markov chains  Visualizza cluster
ISBN: 3-540-45804-2
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 996466355203316
Lo trovi qui: Univ. di Salerno
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Serie: Lecture Notes in Computer Science, . 0302-9743 ; ; 2428