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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: | 981238300X |
| ISBN-13: | 9789812383006 |
| Formatas: | 235 x 157 x 24 mm. Knyga kietu viršeliu |
| Kalba: | Anglų |
Parašykite atsiliepimą apie „ELEMENTS OF STOCHASTIC MODELLING“
