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Markov Decision Processes with Their Applications Qiying Hu

Markov Decision Processes with Their Applications By Qiying Hu

Markov Decision Processes with Their Applications by Qiying Hu


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Summary

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.

Markov Decision Processes with Their Applications Summary

Markov Decision Processes with Their Applications by Qiying Hu

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.

Markov Decision Processes with Their Applications Reviews

From the reviews:

Markov decision processes (MDPs) are one of the most comprehensively investigated branches in mathematics. ... Very beneficial also are the notes and references at the end of each chapter. ... we can recommend the book ... for readers who are familiar with Markov decision theory and who are interested in a new approach to modelling, investigating and solving complex stochastic dynamic decision problems. (Peter Koechel, Mathematical Reviews, Issue 2009 c)

Table of Contents

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.

Additional information

NLS9781441942388
9781441942388
1441942386
Markov Decision Processes with Their Applications by Qiying Hu
New
Paperback
Springer-Verlag New York Inc.
2010-11-19
297
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - Markov Decision Processes with Their Applications