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Linkage in Evolutionary Computation

Hardcover - 9783540850670
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Softcover - 9783642098765
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Softcover - 9783642098765
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Beschreibung

In recent years, the issue of linkage in GEAs has garnered greater attention and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limits; they can be easily ”fooled” by cases of triviality or peculiarity of the class of problems that the algorithms are designed to handle. Furthermore, these approaches are usually blind to the interactions between the decision variables, thereby disrupting the partial solutions that are being built up along the way.

Details

Verlag Springer Berlin
Ersterscheinung 26. September 2008
Maße 23.5 cm x 15.5 cm
Gewicht 910 Gramm
Format Hardcover
ISBN-13 9783540850670
Auflage 2008
Seiten 488