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Markov Decision Processes with Their Applications

Gebonden Engels 2007 2008e druk 9780387369501
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Put together by two top researchers in the Far East, this text examines Markov Decision Processes - also called stochastic dynamic programming - and their applications in the optimal control of discrete event systems, optimal replacement, and optimal allocations in sequential online auctions. This dynamic new book offers fresh applications of MDPs in areas such as the control of discrete event systems and the optimal allocations in sequential online auctions.

Specificaties

ISBN13:9780387369501
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:297
Uitgever:Springer US
Druk:2008

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Inhoudsopgave

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.

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        Markov Decision Processes with Their Applications