Continuous-Time Markov Decision Processes: Theory and Applications

Author:   Xianping Guo ,  Onésimo Hernández-Lerma
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2009 ed.
Volume:   62
ISBN:  

9783642025464


Pages:   234
Publication Date:   01 October 2009
Format:   Hardback
Availability:   Out of print, replaced by POD   Availability explained
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Continuous-Time Markov Decision Processes: Theory and Applications


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Overview

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.

Full Product Details

Author:   Xianping Guo ,  Onésimo Hernández-Lerma
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2009 ed.
Volume:   62
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   1.180kg
ISBN:  

9783642025464


ISBN 10:   3642025463
Pages:   234
Publication Date:   01 October 2009
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

Reviews

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)


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)


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)


Author Information

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.

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