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Reactive Search and Intelligent Optimization (Hardcover, 1st Edition.
2nd Printing. 2008)
Loot Price: R3,128
Discovery Miles 31 280
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Reactive Search and Intelligent Optimization (Hardcover, 1st Edition.
2nd Printing. 2008)
Series: Operations Research/Computer Science Interfaces Series, 45
Expected to ship within 10 - 15 working days
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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
for the automated tuning of these parameters.
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