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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.
Autorius: | K Borovkov |
Leidėjas: | World Scientific |
Išleidimo metai: | 2003 |
Knygos puslapių skaičius: | 358 |
ISBN-10: | 9812383018 |
ISBN-13: | 9789812383013 |
Formatas: | 229 x 152 x 19 mm. Knyga minkštu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „ELEMENTS OF STOCHASTIC MODELLING“