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Markov processes for stochastic modeling / Oliver C. Ibe.

By: Material type: TextTextSeries: Elsevier insightsPublication details: Amsterdam ; Elsevier, c2013.Edition: 2nd edDescription: xviii, 494 p. : illustrations, 24 cmISBN:
  • 9780124077959 (hbk.)
Subject(s): DDC classification:
  • 519.233 23 Ib12
Contents:
1. Basic concepts in probability-- 2. Basic concepts in stochastic processes-- 3. Introduction to Markov processes-- 4. Discrete-time Markov chains-- 5. Continuous-time Markov chains-- 6. Markov renewal processes-- 7. Markovian Queueing systems-- 8. Random walk-- 9. Brownian motion-- 10. Diffusion processes-- 11. Levy processes-- 12. Markovian arrival processes-- 13. Controlled Markov processes-- 14. Hidden Markov models-- 15. Markov point processes-- References.
Summary: Covering a wide range of areas of application of Markov processes, this second edition is revised to highlight the most important aspects as well as the most recent trends and applications of Markov processes.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 519.233 Ib12 (Browse shelf(Opens below)) Available 136394
Total holds: 0

Includes bibliographic references.

1. Basic concepts in probability--
2. Basic concepts in stochastic processes--
3. Introduction to Markov processes--
4. Discrete-time Markov chains--
5. Continuous-time Markov chains--
6. Markov renewal processes--
7. Markovian Queueing systems--
8. Random walk--
9. Brownian motion--
10. Diffusion processes--
11. Levy processes--
12. Markovian arrival processes--
13. Controlled Markov processes--
14. Hidden Markov models--
15. Markov point processes--
References.

Covering a wide range of areas of application of Markov processes, this second edition is revised to highlight the most important aspects as well as the most recent trends and applications of Markov processes.

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