Continuous-Time Markov Decision Processes: Theory and Applications de Xianping GuoContinuous-Time Markov Decision Processes: Theory and Applications de Xianping Guo

Continuous-Time Markov Decision Processes: Theory and Applications

deXianping Guo, Onésimo Hernández-lerma

Couverture souple | 14 mars 2012 | anglais

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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.

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 Au...
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Titre :Continuous-Time Markov Decision Processes: Theory and ApplicationsFormat :Couverture soupleDimensions :234 pages, 23.5 X 15.5 X 0.01 poPublié le :14 mars 2012Publié par :Springer-Verlag/Sci-Tech/TradeLangue :anglais

Les ISBN ci-dessous sont associés à ce titre :

ISBN - 10 :3642260721

ISBN - 13 :9783642260728

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Table des matières

and Summary.- Continuous-Time Markov Decision Processes.- Average Optimality for Finite Models.- Discount Optimality for Nonnegative Costs.- Average Optimality for Nonnegative Costs.- Discount Optimality for Unbounded Rewards.- Average Optimality for Unbounded Rewards.- Average Optimality for Pathwise Rewards.- Advanced Optimality Criteria.- Variance Minimization.- Constrained Optimality for Discount Criteria.- Constrained Optimality for Average Criteria.

Critiques

From the reviews:"The book consists of 12 chapters. . this is the first monograph on continuous-time Markov decision process. . This is an important book written by leading experts on a mathematically rich topic which has many applications to engineering, business, and biological problems. . scholars and students interested in developing the theory of continuous-time Markov decision Processes or working on their applications should have this book." (E. A. Feinberg, Mathematical Reviews, Issue 2011 b)