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Paperback Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms Book

ISBN: 3642067042

ISBN13: 9783642067044

Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms

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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...

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