Towards a New Evolutionary Computation

Name: Towards a New Evolutionary Computation
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540290063
Price: 893.22 RON
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Advances in the Estimation of Distribution Algorithms

Autor: Jose A. Lozano, Pedro Larranaga, Inaki Inza

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation...

Informații despre carte

Autor

Jose A. Lozano, Pedro Larranaga, Inaki Inza

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2006

Pagini

294

EAN

9783540290063

ISBN

3540290060

Enbook ID

01561166

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

1360

Dimensiuni

216 x 279 x 21

Descriere completă

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 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.

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Towards a New Evolutionary Computation

Advances in the Estimation of Distribution Algorithms

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Descriere completă

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