Kniha Continuous-Time Markov Decision Processes Xianping Guo

Continuous-Time Markov Decision Processes

Theory and Applications

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 13-18 dnů
2 796
Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used f...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2009
Stránek
234
EAN
9783642025464
ISBN
3642025463
Enbook ID
01649993
Vydavatel
Hmotnost
529
Rozměry
155 x 235 x 9

Kompletní popis

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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