Science/Engineering Monotonicity in Markov Reward and Decision Chains: Theory and Applications (1601980280)

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Ger Koole, "Monotonicity in Markov Reward and Decision Chains: Theory and Applications"

Monotonicity in Markov Reward and Decision Chains: Theory and Applications focuses on monotonicity results for dynamic systems that take values in the natural numbers or in more-dimensional lattices. The results are mostly formulated in terms of controlled queueing systems, but there are also applications to maintenance systems, revenue management, and so forth. The focus is on results that are obtained by inductively proving properties of the dynamic programming value function. A framework is provided for using this method that unifies results obtained for different models. The author also provides a comprehensive overview of the results that can be obtained through it, in which he discusses not only (partial) characterizations of optimal policies but also applications of monotonicity to optimization problems and the comparison of systems. Monotonicity in Markov Reward and Decision Chains: Theory and Applications is an invaluable resource for anyone planning or conducting research in this particular area. The essentials of the topic are presented in an accessible manner and an extensive bibliography guides towards further reading.

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	Science/Engineering Martingales and Markov Chains: Solved Exercises and Elements of Theory Paolo Baldi, Laurent Mazliak, Pierre Priouret “Martingales and Markov Chains: Solved Exercises and Elements of Theory" Chapman & Hall/CRC \| 2002-04-26 \| ISBN: 1584883294 \| 200 pages \| Djvu \| 1,5 MB A thorough grounding in Markov chains ...
	Science/Engineering Semi-Markov Chains and Hidden Semi-Markov Models toward Applications: Their Use in Reliability and DNA Analysis Vlad Barbu, Nikolaos Limnios, "Semi-Markov Chains and Hidden Semi-Markov Models toward Applications: Their Use in Reliability and DNA Analysis" Springer \| 2008-08-28 \| ISBN: 0387731717 \| 226 pages \| PDF \| 2,5 MB This book is concerned w ...
	Science/Engineering Applications of Markov Chains in Chemical Engineering by: A. Tamir Applications of Markov Chains in Chemical Engineering by: A. TamirPublisher: Elsevier Science \| August 1, 1998 \| ISBN: 0444823565 \| Pages: 616 \| PDF \| 22.49 MBMarkov chains make it possible to predict the future state of a system from its p ...
	Science/Engineering Probability and Statistics by Example: Volume 2, Markov Chains: A Primer in Random Processes and their Applications Yuri Suhov, Mark Kelbert, "Probability and Statistics by Example: Volume 2, Markov Chains: A Primer in Random Processes and their Applications" Cambridge University Press \| 2008 \| ISBN: 0521847672 \| 498 pages \| PDF \| 2,3 MB Probability ...
	Science/Engineering Queueing Networks and Markov Chains : Modeling and Performance Evaluation With Computer Science Applications Queueing Networks and Markov Chains : Modeling and Performance Evaluation With Computer Science Applications Wiley-Interscience \| April 14, 2006 \| ISBN-10: 0471565253 \| 896 pages \| PDF \| 44 mbThe Second Edition of this now-classic text pro ...
	Study Continuous-Time Markov Decision Processes: Theory and Applications Xianping Guo, Onésimo Hernández-Lerma "Continuous-Time Markov Decision Processes: Theory and Applications"Springer \| English \| 2009-10-01 \| ISBN: 3642025463 \| 231 pages \| PDF \| 1,3 MBContinuous-time Markov decision processes (MDPs), also ...

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