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Markov Decision Processes in Practice
. Ed(S): Boucherie, Richard; Dijk, Nico M. Van
€ 343.34
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Description for Markov Decision Processes in Practice
Hardback. Editor(s): Boucherie, Richard; Dijk, Nico M. van. Series: International Series in Operations Research & Management Science. Num Pages: 552 pages, 43 black & white illustrations, 56 colour illustrations, 54 colour tables, biography. BIC Classification: KJT; PBT; PBWL. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows users to develop and formally support approximate and simple decision rules, and this book showcases state-of-the-art applications in which MDP was key to the solution approach. The book is divided into six parts. Part 1 is devoted to the state-of-the-art theoretical foundation of MDP, including approximate methods such as policy improvement, successive approximation and infinite state spaces as well as an instructive chapter on Approximate Dynamic Programming. It then continues with five parts of specific and non-exhaustive application areas. Part 2 covers MDP healthcare applications, ... Read more
This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows users to develop and formally support approximate and simple decision rules, and this book showcases state-of-the-art applications in which MDP was key to the solution approach. The book is divided into six parts. Part 1 is devoted to the state-of-the-art theoretical foundation of MDP, including approximate methods such as policy improvement, successive approximation and infinite state spaces as well as an instructive chapter on Approximate Dynamic Programming. It then continues with five parts of specific and non-exhaustive application areas. Part 2 covers MDP healthcare applications, ... Read more
Product Details
Format
Hardback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
552
Condition
New
Series
International Series in Operations Research & Management Science
Number of Pages
552
Place of Publication
Cham, Switzerland
ISBN
9783319477640
SKU
V9783319477640
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About . Ed(S): Boucherie, Richard; Dijk, Nico M. Van
Richard Boucherie received M.Sc. degrees in 1988 in applied mathematics and theoretical physics from the Universiteit Leiden, and received the Ph.D. degree in econometrics in 1992 from the Vrije Universiteit, Amsterdam. Since 2000 he is with the department of Applied Mathematics of the University of Twente, where he was appointed in 2003 as full professor of Stochastic Operations Research. ... Read more
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