Resumo

MARTINEZ-LOPEZ, Yoan; MADERA QUINTANA, Julio  e  LEGUEN DE VARONA, Ireimis. Evolutionary Algorithms with Cellular Distribution Estimation. Rev cuba cienc informat [online]. 2016, vol.10, suppl.1, pp. 159-170. ISSN 2227-1899.

ABSTRACT This article describes a kind of evolutionary algorithm is presented: The Algorithms with cellular Estimation of Distribution (EDA), a new class of stochastic optimization algorithms based on populations. As a result of this work an EDA algorithm with learning based on independence tests and decentralized schemes to reduce the number of evaluations in solving discrete optimization problems is obtained.

Palavras-chave : Bayesian networks; cellular EDA; learning.

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