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Continuoustime Markov Decision Processes Theory And Applications 1st Edition Xianping Guo

  • SKU: BELL-1931030
Continuoustime Markov Decision Processes Theory And Applications 1st Edition Xianping Guo
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Continuoustime Markov Decision Processes Theory And Applications 1st Edition Xianping Guo instant download after payment.

Publisher: Springer-Verlag Berlin Heidelberg
File Extension: PDF
File size: 1.7 MB
Pages: 234
Author: Xianping Guo, Onésimo Hernández-Lerma (auth.)
ISBN: 9783642025464, 3642025463
Language: English
Year: 2009
Edition: 1

Product desciption

Continuoustime Markov Decision Processes Theory And Applications 1st Edition Xianping Guo by Xianping Guo, Onésimo Hernández-lerma (auth.) 9783642025464, 3642025463 instant download after payment.

Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used for modeling decision-making problems that arise in operations research (for instance, inventory, manufacturing, and queueing systems), computer science, communications engineering, control of populations (such as fisheries and epidemics), and management science, among many other fields. This volume provides a unified, systematic, self-contained presentation of recent developments on the theory and applications of continuous-time MDPs. The MDPs in this volume include most of the cases that arise in applications, because they allow unbounded transition and reward/cost rates. Much of the material appears for the first time in book form.

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