Dynamic Programming (eBook, PDF) - Sniedovich, Moshe
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Incorporating a number of the author's recent ideas and examples, Dynamic Programming: Foundations and Principles, Second Edition presents a comprehensive and rigorous treatment of dynamic programming. The author emphasizes the crucial role that modeling plays in understanding this area. He also shows how Dijkstra's algorithm is an excellent example of a dynamic programming algorithm, despite the impression given by the computer science literature.New to the Second EditionExpanded discussions of sequential decision models and the role of the state variable in modeling A new chapter on forward…mehr

Produktbeschreibung
Incorporating a number of the author's recent ideas and examples, Dynamic Programming: Foundations and Principles, Second Edition presents a comprehensive and rigorous treatment of dynamic programming. The author emphasizes the crucial role that modeling plays in understanding this area. He also shows how Dijkstra's algorithm is an excellent example of a dynamic programming algorithm, despite the impression given by the computer science literature.New to the Second EditionExpanded discussions of sequential decision models and the role of the state variable in modeling A new chapter on forward dynamic programming modelsA new chapter on the Push method that gives a dynamic programming perspective on Dijkstra's algorithm for the shortest path problemA new appendix on the Corridor methodTaking into account recent developments in dynamic programming, this edition continues to provide a systematic, formal outline of Bellman's approach to dynamic programming. It looks at dynamic programming as a problem-solving methodology, identifying its constituent components and explaining its theoretical basis for tackling problems.

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Autorenporträt
Moshe Sniedovich is a Principal Fellow (Associate) in the Department of Mathematics and Statistics at the University of Melbourne in Australia. Dr. Sniedovich has worked at the Israel Ministry of Agriculture, University of Arizona, Princeton University, IBM TJ Watson Research Center, and South Africa National Research Institute for Mathematical Sciences. He earned his B.Sc. from Technion and his Ph.D. from the University of Arizona.