New Evolutionary Computation Advances (17 results)

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Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing, 192)
Lozano, Jose A. [Editor]; Larrañaga, Pedro [Editor]; Inza, Iñaki [Editor]; Bengoetxea, Endika [Editor];
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Towards a New Evolutionary Computation : Advances in the Estimation of Distribution Algorithms
Lozano, Jose A. (EDT); Larranaga, Pedro (EDT); Inza, Inaki (EDT); Bengotxea, Endika (EDT)
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Towards a New Evolutionary Computation : Advances in the Estimation of Distribution Algorithms
Lozano, Jose A. (EDT); Larranaga, Pedro (EDT); Inza, Inaki (EDT); Bengotxea, Endika (EDT)
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Taschenbuch. Condition: Neu. Towards a New Evolutionary Computation | Advances on Estimation of Distribution Algorithms | Jose A. Lozano (u. a.) | Taschenbuch | Studies in Fuzziness and Soft Computing | xvi | Englisch | 2010 | Springer | EAN 9783642067044 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr.…17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly kn…own Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field.This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective.

Language: English
Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2006
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly known Gen…etic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field.This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective.

Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
Larrañaga, Pedro (Editor) / Bengoetxea, Endika (Editor) / Inza, Iñaki (Editor) / Lozano, Jose A. (Editor)
- Softcover
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Towards a New Evolutionary Computation : Advances in the Estimation of Distribution Algorithms
Lozano, Jose A. (EDT); Larranaga, Pedro (EDT); Inza, Inaki (EDT); Bengotxea, Endika (EDT)
- Hardcover
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- Hardcover
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Towards a New Evolutionary Computation : Advances in the Estimation of Distribution Algorithms
Lozano, Jose A. (EDT); Larranaga, Pedro (EDT); Inza, Inaki (EDT); Bengotxea, Endika (EDT)
- Hardcover
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Buch. Condition: Neu. Towards a New Evolutionary Computation | Advances on Estimation of Distribution Algorithms | Jose A. Lozano (u. a.) | Buch | Studies in Fuzziness and Soft Computing | xvi | Englisch | 2006 | Springer | EAN 9783540290063 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heid…elberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.