Towards a New Evolutionary Computation (English, Jose A. Lozano | Pedro Larrañaga | Iñaki Inza)
by Jose A. Lozano | Pedro Larrañaga | Iñaki Inza
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About the Book
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…
ISBN: 9783540290063
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