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Probabilistic Modelling

Language EnglishEnglish
Book Hardback
Book Probabilistic Modelling Isi Mitrani
Libristo code: 02036308
Publishers Cambridge University Press, December 1997
Probabilistic modelling is the most cost-effective means of performance and reliability evaluation o... Full description
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Probabilistic modelling is the most cost-effective means of performance and reliability evaluation of complex dynamic systems. This self-contained text will be welcomed by students and teachers for its no-nonsense treatment of the basic results and examples of their application. The only mathematical background that is assumed is basic calculus. The necessary fundamentals of probability theory are included, as well as an introduction to renewal, Poisson and Markov processes. Models arising in the fields of manufacturing, computing and communications, involving single or multiple service stations and one or more customer classes, are examined in some detail. Both exact and approximate solution methods are discussed, including recent techniques such as spectral expansion. Special attention is devoted to models of systems subject to breakdowns and repairs. Throughout the book, strong emphasis is placed on explaining the ideas behind the results and helping the reader to use them, making the book ideal for students in computer science, engineering or operations research taking courses in modern system design.

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About the book

Full name Probabilistic Modelling
Author Isi Mitrani
Language English
Binding Book - Hardback
Date of issue 1997
Number of pages 236
EAN 9780521585118
ISBN 0521585112
Libristo code 02036308
Weight 445
Dimensions 156 x 236 x 18
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