Elements of stochastic modelling

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Elements of stochastic modelling image
ISBN-10:

9812383018

ISBN-13:

9789812383013

Author(s): Borovkov, K. A.
Released: Feb 28, 2003
Publisher: WSPC
Format: Paperback, 356 pages

Description:

This textbook has been developed from the lecture notes for a one-semester course on stochastic modelling. It reviews the basics of probability theory and then covers the following topics: Markov chains, Markov decision processes, jump Markov processes, elements of queueing theory, basic renewal theory, elements of time series and simulation. Rigorous proofs are often replaced with sketches of arguments - with indications as to why a particular result holds, and also how it is connected with other results - and illustrated by examples. Wherever possible, the book includes references to more specialised texts containing both proofs and more advanced material related to the topics covered.

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