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Approaches for many-objective optimization: Analysis and comparison on MNK-landscapes
Conference ObjectAbstract: This work analyses the behavior and compares the performance of MOEA/D, IBEA using the binary additiPalabras claves:Autores:Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S., Zapotecas-Martínez S.Fuentes:scopusApproximating pareto set topology by cubic interpolation on bi-objective problems
Conference ObjectAbstract: Difficult Pareto set topology refers to multi-objective problems with geometries of the Pareto set sPalabras claves:Difficult Pareto set topology, evolutionary algorithm, Interpolation, multi-objective optimizationAutores:Derbel B., Hernán E. Aguirre, Liefooghe A., Marca Y., Tanaka K., Verel S., Zapotecas-Martínez S.Fuentes:scopusGeometric differential evolution in MOEA/D: A preliminary study
Conference ObjectAbstract: The multi-objective evolutionary algorithm based on decomposition (MOEA/D) is an aggregation-based aPalabras claves:Autores:Derbel B., Hernán E. Aguirre, Liefooghe A., Tanaka K., Zapotecas-Martínez S.Fuentes:scopusFeature selection in gait classification using geometric PSO assisted by SVM
Conference ObjectAbstract: Gait recognition is used to identify individuals by the way they walk. Recent research in automatedPalabras claves:feature selection, Gait classification, Particle Swarm Optimization, SUPPORT VECTOR MACHINESAutores:Akimoto Y., Hernán E. Aguirre, Tanaka K., Yeoh T.W., Zapotecas-Martínez S.Fuentes:scopusTraffic signal optimization: Minimizing travel time and fuel consumption
Conference ObjectAbstract: This work integrates amulti-objective evolutionary algorithm with themulti-agent transport simulatorPalabras claves:Autores:Hernán E. Aguirre, Rolando Armas, Tanaka K., Zapotecas-Martínez S.Fuentes:scopusUsing a family of curves to approximate the pareto front of a multi-objective optimization problem
ArticleAbstract: The design of selection mechanisms based on quality assessment indicators has become one of the mainPalabras claves:Autores:Coello Coello C.A., Hernán E. Aguirre, Sosa Hernández V.A., Tanaka K., Zapotecas-Martínez S.Fuentes:scopus