Exploitation of Linkage Learning in Evolutionary Algorithms

Language: English

Published by Springer, Springer Vieweg Mai 2010, 2010

3642128335 / 9783642128332

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This item is printed on demand - Print on Demand Titel. Neuware -One major branch of enhancing the performance of evolutionary algorithms is the exploitation of linkage learning. This monograph aims to capture the recent progress of linkage learning, by compiling a series of focused technical chapters to keep abreast of the developments and trends in the area of linkage. In evolutionary algorithms, linkage models the relation between decision variables with the genetic linkage observed in biological systems, and linkage learning connects computational optimization methodologies and natural evolution mechanisms. Exploitation of linkage learning can enable us to design better evolutionary algorithms as well as to potentially gain insight into biological systems. Linkage learning has the potential to become one of the dominant aspects of evolutionary algorithms; research in this area can potentially yield promising results in addressing the scalability issues.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 256 pp. Englisch. …

Seller Inventory # 9783642128332

Title
Exploitation of Linkage Learning in Evolutionary Algorithms
Author
Ying-Ping Chen
Publisher
Springer, Springer Vieweg Mai 2010
Publication year
2010
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642128335
ISBN 13
9783642128332
Item weight
600 grams
Dimensions
241x160x21 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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