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Online Stochastic Combinatorial Optimization (MIT Press)

Pascal Van Hentenryck, Russell Bent




[PDF.dd04] Online Stochastic Combinatorial Optimization (MIT Press)

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 | #3324536 in Books |  2009-08-21 | Original language:English | PDF # 1 |  9.00 x.44 x8.00l,.95 | File type: PDF | 248 pages

||About the Author||Russell Bent is a Ph.D. graduate of Brown University, where he worked on online optimization. He recently joined the technical staff of Los Alamos National Laboratories.

Online decision making under uncertainty and time constraints represents one of the most challenging problems for robust intelligent agents. In an increasingly dynamic, interconnected, and real-time world, intelligent systems must adapt dynamically to uncertainties, update existing plans to accommodate new requests and events, and produce high-quality decisions under severe time constraints. Such online decision-making applications are becoming increasingly common: am...

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