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scopus(42)
Comparison of parameter control mechanisms in multi-objective differential evolution
Conference ObjectAbstract: Differential evolution (DE) is a powerful and simple algorithm for single- and multi-objective optimPalabras claves:Comparative Study, Differential Evolution, multi-objective optimization, Parameter controlAutores:Akimoto Y., Drozdik M., Hernán E. Aguirre, Tanaka K.Fuentes:scopusAn analysis of differential evolution parameters on rotated bi-objective optimization functions
ArticleAbstract: Differential evolution (DE) is a very powerful and simple algorithm for single- and multi-objectivePalabras claves:Differential Evolution, multi-objective optimization, Parameter analysis, Rotational invarianceAutores:Derbel A.B., Drozdik M., Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopusAn analysis on selection for high-resolution approximations in many-objective optimization
ArticleAbstract: This work studies the behavior of three elitist multi- and many-objective evolutionary algorithms gePalabras claves:Autores:Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopusAnalysis on population size and neighborhood recombination on many-objective optimization
Conference ObjectAbstract: This work analyzes population size and neighborhood recombination in the context of many-objective oPalabras claves:Autores:Hernán E. Aguirre, Kowatari N., Oyama A., Tanaka K.Fuentes:scopusA feature-based performance analysis in evolutionary multiobjective optimization
Conference ObjectAbstract: This paper fundamentally investigates the performance of evolutionary multiobjective optimization (EPalabras claves:Autores:Daolio F., Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopusA fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems
Conference ObjectAbstract: We study the difficulty of solving different bi-objective formulations of the permutation flowshop sPalabras claves:Autores:Derbel B., Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopusA hybrid scalarization and adaptive ε-ranking strategy for many-objective optimization
Conference ObjectAbstract: This work proposes a hybrid strategy in a two-stage search process for many-objective optimization.Palabras claves:Autores:Hernán E. Aguirre, Tanaka K.Fuentes:scopusA study on large population MOEA using adaptive ε-box dominance and neighborhood recombination for many-objective optimization
Conference ObjectAbstract: Multi-objective evolutionary algorithms are increasingly being investigated to solve many-objectivePalabras claves:Autores:Hernán E. Aguirre, Kowatari N., Oyama A., Tanaka K.Fuentes:scopusA surrogate model based on walsh decomposition for pseudo-boolean functions
Conference ObjectAbstract: Extensive efforts so far have been devoted to the design of effective surrogate models aiming at redPalabras claves:Autores:Derbel B., Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopusControlling dominance area of solutions and its impact on the performance of MOEAs
Conference ObjectAbstract: This work proposes a method to control the dominance area of solutions in order to induce appropriatPalabras claves:Autores:Hernán E. Aguirre, Sato H., Tanaka K.Fuentes:scopus