Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series) - Hardcover

Spears, William M.

 
9783540669500: Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)
Hardcover
ISBN 10: 3540669507 ISBN 13: 9783540669500
Verlag: Springer, 2000

Inhaltsangabe

Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative benefits and detriments of using recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates important prior work and introduces new theoretical techniques for studying evolutionary algorithms. Consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. The focus allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

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Reseña del editor

Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative benefits and detriments of using recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates important prior work and introduces new theoretical techniques for studying evolutionary algorithms. Consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. The focus allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2000
Sprache
Englisch
ISBN 10 
3540669507
ISBN 13 
9783540669500
Einband
Tapa dura
Anzahl der Seiten
242
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

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Vorgestellte Ausgabe

ISBN 10:  3642086241 ISBN 13:  9783642086243
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Softcover