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Book Cover
E-book
Author Hu, Qiying.

Title Markov decision processes with their applications / by Qiying Hu, Wuyi Yue
Published New York : Springer, ©2008

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Description 1 online resource (xiv, 297 pages) : illustrations
Series Advances in mechanics and mathematics ; v. 14
Advances in mechanics and mathematics ; v. 14.
Contents Front Matter; Introduction; Discretetimemarkovdecisionprocesses: Total Reward; Discretetimemarkovdecisionprocesses: Average Criterion; Continuous Time Markov Decision Processes; Semi-Markov Decision Processes; Markovdecisionprocessesinsemi-Markov Environments; Optimal control of discrete event systems: I; Optimal control of discrete event systems: II; Optimal replacement under stochastic Environments; Optimalal location in sequential online Auctions; Back Matter
Summary Examines Markov decision processes (MDPs) - also called stochastic dynamic programming - and their applications in the optimal control of discrete event systems (DESs), optimal replacement, and optimal allocations in sequential online auctions. This book offers applications of MDPs in areas such as the control of discrete event systems
Bibliography Includes bibliographical references and index
Notes Print version record
In Springer eBooks
Subject Markov processes.
Statistical decision.
Discrete-time systems -- Mathematical models
Distribution (Probability theory)
Industrial engineering.
Markov Chains
distribution (statistics-related concept)
industrial engineering.
MATHEMATICS -- Probability & Statistics -- Stochastic Processes.
Statistical decision.
Discrete-time systems -- Mathematical models.
Markov processes.
Markov, Procesos de
Decisión, Teoría de la
Discrete-time systems -- Mathematical models
Markov processes
Statistical decision
Markov-Entscheidungsprozess
Markov-processen.
Form Electronic book
Author Yue, Wuyi.
LC no. 2006930245
ISBN 9780387369518
0387369511
9780387369501
0387369503