Summary ¾ Towards a New Evolutionary Computation

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Summary ¾ Towards a New Evolutionary Computation ´ 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 techniues such as the broadly known Genetic Algorithms GAs in EDAs the crEstimation 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 techniues such as the broadly known Genetic Algorithms GAs in EDAs the crossover and mutation o.

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Perators 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 fieldThis book attracts the interest of new researchers in the EC field as well as in.

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Towards a New Evolutionary ComputationOther 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.