Adaptive and Multilevel Metaheuristics: 136 (Studies in Computational Intelligence, 136) - Image 1

£107.73

Springer Adaptive and Multilevel Metaheuristics: 136 (Studies in Computational Intelligence, 136)

Name: Adaptive and Multilevel Metaheuristics: 136 (Studies in Computational Intelligence, 136)
Brand: Springer
Price: 107.73 GBP
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AI & Machine Learning

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Description

One of the keystones in practical metaheuristic problem-solving is the fact that tuning the optimization technique to the problem under consideration is crucial for achieving top performance. This tuning/customization is usually in the hands of the algorithm designer, and despite some methodological attempts, it largely remains a scientific art. Transferring a part of this customization effort to the algorithm itself -endowing it with smart mechanisms to self-adapt to the problem- has been a long pursued goal in the field of metaheuristics. These mechanisms can involve different aspects of the algorithm, such as for example, self-adjusting the parameters, self-adapting the functioning of internal components, evolving search strategies, etc. Recently, the idea of hyperheuristics, i.e., using a metaheuristic layer for adapting the search by selectively using different low-level heuristics, has also been gaining popularity. This volume presents recent advances in the area of adaptativeness in metaheuristic optimization, including up-to-date reviews of hyperheuristics and self-adaptation in evolutionary algorithms, as well as cutting edge works on adaptive, self-adaptive and multilevel metaheuristics, with application to both combinatorial and continuous optimization.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3642098339
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 28 October 2010
Listed Since: 20 September 2010

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Springer Adaptive and Multilevel Metaheuristics: 136 (Studies in Computational Intelligence, 136)

About as cheap as it gets. The only time it was cheaper was 2 months ago.

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