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Reactive Search and Intelligent Optimization on Hardback by Roberto Battiti
Reactive Search and Intelligent Optimization on Hardback by Roberto Battiti
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Reactive Search and Intelligent Optimization

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Description

Reactive Search and Intelligent Optimization is an excellent introduction to the main principles of reactive search, as well as an attempt to develop some fresh intuition for the approaches. The book looks at different optimization possibilities with an emphasis on opportunities for learning and self-tuning strategies. While focusing more on methods than on problems, problems are introduced wherever they help make the discussion more concrete, or when a specific problem has been widely studied by reactive search and intelligent optimization heuristics. Individual chapters cover reacting on the neighborhood; reacting on the annealing schedule; reactive prohibitions; model-based search; reacting on the objective function; relationships between reactive search and reinforcement learning; and much more. Each chapter is structured to show basic issues and algorithms; the parameters critical for the success of the different methods discussed; and opportunities forthe automated tuning of these parameters.
Release date NZ
November 6th, 2008
Audience
  • Professional & Vocational
Edition
1st Edition. 2nd Printing. 2008
Illustrations
74 Illustrations, black and white; X, 196 p. 74 illus.
Pages
196
Dimensions
156x234x12
ISBN-13
9780387096230
Product ID
3181041

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Reactive Search and Intelligent Optimization by Roberto Battiti
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