Resumen

MARTINEZ-LOPEZ, Yoan; MADERA QUINTANA, Julio  y  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.

Palabras clave : Bayesian networks; cellular EDA; learning.

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