Probabilistic Modelling

I. Mitrani

ISBN 10: 0521585112 / ISBN 13: 9780521585118

Published by Cambridge University Press, 1998

About this Item

Druck auf Anfrage Neuware - Printed after ordering - 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.

Seller Inventory # 9780521585118

Bibliographic Details

• Title: Probabilistic Modelling
• Publisher: Cambridge University Press
• Publication Date: 1998
• Language: English
• ISBN 10: 0521585112
• ISBN 13: 9780521585118
• Binding: Buch
• Edition: 2nd Edition
• Condition: Neu
• Dimensions: 235W x 157H x 19D millimeters 235 millimeters width by 157 millimeters height by 19 millimeters depth
• Weight: 540 grams

About this title

Synopsis

Probabilistic modeling is the most cost-effective means of performance evaluation of computer systems. This book is a major revision of Modelling of Computer Communication Systems (CUP, 1987), one of the standard introductions to the area. Changes to the content reflect the change in the subject itself. Professor Mitrani has amplified the treatment of queues, reliability and applied probability. This book will be welcomed by students and teachers for its no-nonsense treatment of the basic results and examples of their application. The text includes the necessary fundamentals in probability and stochastic processes, making the book ideal for students in computer science or operations research taking courses in modern system design.

Book Description

A no-nonsense introduction to the tools and techniques of probabilisitc modelling, with applications in manufacturing, computing and communications. Both performance and reliability evaluation are considered. Self-contained treatment suitable for computing science, engineering and operations research students taking courses in systems design.