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portada linkage in evolutionary computation
Type
Physical Book
Illustrated by
Publisher
Author
Year
2010
Language
English
Pages
488
Format
Paperback
Dimensions
23.4x15.6x2.6 cm
Weight
0.69 kg.
ISBN
3642098762
ISBN13
9783642098765
Categories

linkage in evolutionary computation

Ying-Ping Chen (Illustrated by) · Springer · Paperback

linkage in evolutionary computation - Chen, Ying-Ping

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Synopsis "linkage in evolutionary computation"

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.

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