Modeling and Analysis of Stochastic Systems, Third Edition Hardback
by Vidyadhar G. (Department of Statistics and Operations Research, University of North Caroli Kulkarni
Part of the Chapman & Hall/CRC Texts in Statistical Science series
Building on the author's more than 35 years of teaching experience, Modeling and Analysis of Stochastic Systems, Third Edition, covers the most important classes of stochastic processes used in the modeling of diverse systems.
For each class of stochastic process, the text includes its definition, characterization, applications, transient and limiting behavior, first passage times, and cost/reward models.
The third edition has been updated with several new applications, including the Google search algorithm in discrete time Markov chains, several examples from health care and finance in continuous time Markov chains, and square root staffing rule in Queuing models.
More than 50 new exercises have been added to enhance its use as a course text or for self-study.
The sequence of chapters and exercises has been maintained between editions, to enable those now teaching from the second edition to use the third edition. Rather than offer special tricks that work in specific problems, this book provides thorough coverage of general tools that enable the solution and analysis of stochastic models.
After mastering the material in the text, readers will be well-equipped to build and analyze useful stochastic models for real-life situations.
- Format: Hardback
- Pages: 584 pages, 5 Tables, black and white; 59 Illustrations, black and white
- Publisher: Taylor & Francis Inc
- Publication Date: 05/10/2016
- Category: Probability & statistics
- ISBN: 9781498756617