Continuous-Time Markov Decision Processes

Name: Continuous-Time Markov Decision Processes
SKU: 20775668
Price: 286.99 AUD
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Theory and Applications

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Format:

Paperback / softback

Series:

Stochastic Modelling and Applied Probability

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Description

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.

Author Biography:

Onésimo Hernández-Lerma received the Science and Arts National Award from the Government of MEXICO in 2001, an honorary doctorate from the University of Sonora in 2003, and the Scopus Prize from Elsevier in 2008. Xianping Guo received the He-Pan-Qing-Yi Best Paper Award from the 7th Word Congress on Intelligent Control and Automation in 2008.

Release date Australia

March 14th, 2012

Author

Audience

Professional & Vocational

Illustrations

xviii, 234 p.

Pages

234

Series

Stochastic Modelling and Applied Probability

Dimensions

156x234x13

ISBN-13

9783642260728

Product ID

20775668

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