Exploitation of Linkage Learning in Evolutionary Algorithms (Adaptation, Learning, and Optimization, 3) - Hardcover
Synopsis
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.
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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.
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EXPLOITATION OF LINKAGE LEARNING IN EVOLUTIONARY ALGORITHMS
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Springer-Verlag, Berlin, 2010
ISBN 10: 3642128335
ISBN 13: 9783642128332
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Exploitation of Linkage Learning in Evolutionary Algorithms (eng)
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Exploitation of Linkage Learning in Evolutionary Algorithms
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Springer Berlin Heidelberg Mai 2010, 2010
ISBN 10: 3642128335
ISBN 13: 9783642128332
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - 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. 256 pp. Englisch. Seller Inventory # 9783642128332
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Condition: Sehr gut. Zustand: Sehr gut | Seiten: 256 | Sprache: Englisch | Produktart: Bücher | 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. Seller Inventory # 7400000/12
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Exploitation of Linkage Learning in Evolutionary Algorithms
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ISBN 10: 3642128335
ISBN 13: 9783642128332
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The recent progress of linkage learningDemonstrates a new connection between optimization methodologies and natural evolution mechanismsWritten by experts in the fieldOne major branch of enhancing the performance of evolutiona. Seller Inventory # 5049995
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Exploitation Of Linkage Learning In Evolutionary Algorithms
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