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Transactions of the Japanese Society for Artificial Intelligence(2)
European Journal of Operational Research(1)
Evolutionary Intelligence(1)
GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion(1)
GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008(1)
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Programación informática, programas, datos, seguridad(5)
Ciencias de la computación(4)
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scopus(8)
Adaptive ε-Ranking on many-objective problems
ArticleAbstract: This work proposes Adaptive ε-Ranking to enhance Pareto based selection, aiming to develop effectivePalabras claves:Adaptation, Epistasis, many-objective optimization, Selection, ε-RankingAutores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusPareto dominance-based MOEAs on problems with difficult pareto set topologies
Conference ObjectAbstract: Despite the extensive application of multi-objective evolutionary algorithms (MOEAs) to solve multi-Palabras claves:Differential Evolution, multi-objective optimization, Recombination operators, Selection, Working principles of evolutionary computingAutores:Derbel B., Hernán E. Aguirre, Liefooghe A., Marca Y., Tanaka K., Verel S., Zapotecas-Martínez S.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:scopusLocal dominance MOEA including control of dominance area of solutions on 0/1 multiobjective knapsack problems
ArticleAbstract: Local dominance has been shown to improve significantly the overall performance of multiobjective evPalabras claves:Control of dominance area of solutions, Evolutionary multi and many objectives optimization, Local dominance, SelectionAutores:Hernán E. Aguirre, Sato H., Tanaka K.Fuentes:scopusLocal dominance and controlling dominance area of solutions in multi and many objectives EAs
Conference ObjectAbstract: This work presents local dominance with alignment of principle search direction and control of dominPalabras claves:Control of dominance area of solutions, Evolutionary multi and many objectives optimization, Local dominance, SelectionAutores:Hernán E. Aguirre, Sato H., Tanaka K.Fuentes:scopusWorking principles, behavior, and performance of MOEAs on MNK-landscapes
ArticleAbstract: This work studies the working principles, behavior, and performance of multiobjective evolutionary aPalabras claves:Discrete binary search spaces, drift, Epistasis, Evolutionary computations, MNK-Landscapes, Multiobjective combinatorial optimization, Multiobjective evolutionary algorithms, mutation, Non-linear multiobjective fitness functions, Recombination, SelectionAutores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusδ-Similar elimination to enhance search performance of multiobjective evolutionary algorithms
ArticleAbstract: In this paper, we propose δ-similar elimination to improve the search performance of multiobjectivePalabras claves:Controlled elitism, Multiobjective evolutionary algorithms, Selection, δ-similar eliminationAutores:Hernán E. Aguirre, Sato M., Tanaka K.Fuentes:scopusSpace partitioning evolutionary many-objective optimization: Performance analysis on MNK-landscapes
ArticleAbstract: This work proposes space partitioning, a new approach to evolutionary many-objective optimization. TPalabras claves:Epistasis, Many-objective evolutionary optimization, MNK-Landscapes, Selection, Space partitioningAutores:Hernán E. Aguirre, Tanaka K.Fuentes:scopus