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Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing) [Hardcover]

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Item description for Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing) by Jose A. Lozano...

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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Item Specifications...


Pages   294
Est. Packaging Dimensions:   Length: 9.45" Width: 6.22" Height: 0.71"
Weight:   1.23 lbs.
Binding  Hardcover
Release Date   Feb 27, 2006
Publisher   Springer
ISBN  3540290060  
ISBN13  9783540290063  


Availability  94 units.
Availability accurate as of Jan 22, 2017 07:25.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Sciences > Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > General
6Books > Subjects > Computers & Internet > Programming > Algorithms > General
7Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
8Books > Subjects > Science > Mathematics > Applied > General
9Books > Subjects > Science > Mathematics > General



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