Continuous-Time Markov Decision Processes

Name: Continuous-Time Markov Decision Processes
Brand: Springer, Berlin
SKU: 9783642025464
Price: 635.58 RON
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Theory and Applications

Autor: Xianping Guo, Onesimo Hernandez-Lerma

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Editura: Springer, Berlin

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Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used f...

Informații despre carte

Autor

Xianping Guo, Onesimo Hernandez-Lerma

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2009

Pagini

234

EAN

9783642025464

ISBN

3642025463

Enbook ID

01649993

Editura

Springer, Berlin

Greutate

529

Dimensiuni

155 x 235 x 9

Descriere completă

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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Continuous-Time Markov Decision Processes

Theory and Applications

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