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Approximate Dynamic Programming: Solving the Curses of Dimensionality
John Wiley and Sons Ltd, Oct 2007, Pages: 488
This book represents an up-to-date, complete and accessible introduction to approximate dynamic programming. It is motivated primarily by problems that arise in operations research and engineering. Much of the emphasis in the book is placed on how to model complex problems and design practical, scalable algorithms for solving them. Example problems generally involve the management of physical, financial or informational resources in an industrial setting.
Author Information
Warren B. Powell, PhD, is Professor of Operations Research and Financial Engineering at Princeton University, where he is founder and Director of CASTLE Laboratory, a research unit that works with industrial partners to test new ideas found in operations research. The recipient of the 2004 INFORMS Fellow Award, Dr. Powell has authored over 100 refereed publications on stochastic optimization, approximate dynamic programming, and dynamic resource management.
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