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.
General
Imprint: |
Cambridge UniversityPress
|
Country of origin: |
United Kingdom |
Release date: |
December 1997 |
First published: |
1998 |
Authors: |
Isi Mitrani
|
Dimensions: |
229 x 152 x 14mm (L x W x T) |
Format: |
Paperback - Trade
|
Pages: |
236 |
Edition: |
2 Rev Ed |
ISBN-13: |
978-0-521-58530-9 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
|
LSN: |
0-521-58530-9 |
Barcode: |
9780521585309 |
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