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. Ed(S): Lozano, Jose A. (University Of The Basque Country, San Sebastian, Spain); Larranaga, Pedro; Inza, Inaki; Bengoetxea, Endika (University Of T - Towards a New Evolutionary Computation - 9783540290063 - V9783540290063
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Towards a New Evolutionary Computation

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Description for Towards a New Evolutionary Computation Hardback. A useful reference for those working on the Evolutionary Computation (EC), this book focuses on the advances in the Estimation of Distribution Algorithms (EDAs). It includes twelve chapters that endeavor to set a theoretical basis for EDAs, that broaden the methodology of EDAs, and finally that have an applied objective. Editor(s): Lozano, Jose A. (University of the Basque Country, San Sebastian, Spain); Larranaga, Pedro; Inza, Inaki; Bengoetxea, Endika (University of the Basque Country, San Sebastian, Spain). Series: Studies in Fuzziness and Soft Computing. Num Pages: 294 pages, 109 black & white illustrations, 58 black & white tables, biography. BIC Classification: UYQM. Category: (P) Professional & Vocational. Dimension: 279 x 216 x 19. Weight in Grams: 615.

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 ... Read more

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Product Details

Format
Hardback
Publication date
2006
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
294
Condition
New
Series
Studies in Fuzziness and Soft Computing
Number of Pages
294
Place of Publication
Berlin, Germany
ISBN
9783540290063
SKU
V9783540290063
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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