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Continuous-Time Markov Decision Processes

Theory and Applications

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Continuous-Time Markov Decision Processes Xianping Guo
Libristo kod: 01649993
Nakladnici Springer, Berlin, listopad 2009
Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used f... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Continuous-Time Markov Decision Processes
Autor Xianping Guo, Onesimo Hernandez-Lerma
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2009
Broj stranica 234
EAN 9783642025464
ISBN 3642025463
Libristo kod 01649993
Nakladnici Springer, Berlin
Težina 529
Dimenzije 155 x 235 x 9

Kategorija

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Economics, Finance, Business & Management > Business & Management > Management & management techniques
Economics, Finance, Business & Management > Business & Management > Operational research
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Optimization
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