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Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002(2)
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A model for parallel operators in genetic algorithms
ArticleAbstract: In this chapter we have presented a model of GA for applying crossover and varying mutation separatePalabras claves:Autores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusCooperative model for genetic operators to improve GAs
Conference ObjectAbstract: This work proposes a new empirical model that puts genetic operators in a cooperative stand with eacPalabras claves:Autores:Hernán E. Aguirre, Sugimura T., Tanaka K.Fuentes:scopusGenetic algorithms on NK-landscapes: Effects of selection, drift, mutation, and recombination
ArticleAbstract: Empirical studies have shown that the overall performance of random bit climbers on NK-Landscapes isPalabras claves:Autores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusMutation strategy improves GAs performance on epistatic problems
Conference ObjectAbstract: We examine the behavior of a parallel varying mutation genetic algorithm (GA) on epistatic problemsPalabras claves:Autores:Hernán E. Aguirre, Shinkai M., Tanaka K.Fuentes:scopusParallel cooperative-competitive self-adaptive mutation in genetic algorithms
ArticleAbstract: In previous works we have presented a model of Genetic Algorithm (GA) that applies varying mutationsPalabras claves:Genetic Algorithms, Parallel cooperative-competitive genetic operators, Self-adaptationAutores:Hernán E. Aguirre, Oshita S., Tanaka K.Fuentes:scopusParallel varying mutation genetic algorithms
Conference ObjectAbstract: We study a model of a GA that applies varying mutation parallel to crossover and background mutationPalabras claves:Autores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusImproved distributed genetic algorithm with cooperative-competitive genetic operators
Conference ObjectAbstract: We have presented an empirical model of GA that puts parallel genetic operators in a cooperative-comPalabras claves:Autores:Hernán E. Aguirre, Oshita S., Sugimura T., Tanaka K.Fuentes:scopusPerformance and scalability of genetic algorithms on NK-landscapes
ArticleAbstract: This work studies the working principles, performance, and scalability of genetic algorithms on NK-lPalabras claves:drift, Epistasis, Genetic Algorithm, mutation, NK-landscapes, Nonlinear fitness funtions, Recombination, SelectionAutores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusPerformance study of a distributed genetic algorithm with parallel cooperative-competitive genetic operators
Conference ObjectAbstract: In this work we study the performance of a distributed GA that incorporates in its core parallel cooPalabras claves:Adaptive mutation, Distributed genetic algorithms, Parallel cooperative-competitive operatorsAutores:Hernán E. Aguirre, Oshita S., Tanaka K.Fuentes:scopus