Markov Decision Processes with Their Applications
Hu, Qiying, Yue, Wuyi
Produktnummer:
18409fcf159e314705939be1ca55fd98e0
Autor: | Hu, Qiying Yue, Wuyi |
---|---|
Themengebiete: | Markov decision process Observable Optimal control decision making problems decision processes discrete event systems stochastic dynamic programming |
Veröffentlichungsdatum: | 26.11.2007 |
EAN: | 9780387369501 |
Sprache: | Englisch |
Seitenzahl: | 297 |
Produktart: | Gebunden |
Verlag: | Springer US |
Produktinformationen "Markov Decision Processes with Their Applications"
MDPs have been applied in many areas, such as communications, signal processing, artificial intelligence, stochastic scheduling and manufacturing systems, discrete event systems, management and economies. This book examines MDPs and their applications in the optimal control of discrete event systems (DESs), optimal replacement, and optimal allocations in sequential online auctions. The book presents three main topics: a new methodology for MDPs with discounted total reward criterion; transformation of continuous-time MDPs and semi-Markov decision processes into a discrete-time MDPs model, thereby simplifying the application of MDPs; application of MDPs in stochastic environments, which greatly extends the area where MDPs can be applied. Each topic is used to study optimal control problems or other types of problems.

Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen