Exploitation of Linkage Learning in Evolutionary Algorithms, Ying-ping Chen

Автор: Ying-ping Chen
Название: Exploitation of Linkage Learning in Evolutionary Algorithms
ISBN: 3642263275 ISBN-13(EAN): 9783642263279
Издательство: Springer
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Цена: 158380.00 T
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Описание: The exploitation of linkage learning is enhancing the performance of evolutionary algorithms. This monograph examines recent progress in linkage learning, with a series of focused technical chapters that cover developments and trends in the field.

Автор: Ying-ping Chen
Название: Linkage in Evolutionary Computation
ISBN: 3540850678 ISBN-13(EAN): 9783540850670
Издательство: Springer
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Цена: 181670.00 T
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Описание: The issue of linkage in GEAs has garnered 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. This title presents a work which shows that such parameters tweaking based approaches have their limits.