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Evolutionary robust optimization in production planning – interactions between number of objectives, sample size and choice of robustness measure
ArticleAbstract: We aim to find robust solutions in optimization settings where there is uncertainty associated withPalabras claves:Evolutionary multi-objective optimization, Production planning, Robust optimization, Simulation-based optimization, Uncertainty modellingAutores:Handl J., Juan Esteban Díaz, Xu D.L.Fuentes:googlescopusImplicit and explicit averaging strategies for simulation-based optimization of a real-world production planning problem
Conference ObjectAbstract: In this study, we explore the impact of noise handling strategies on optimization performance in thePalabras claves:Discrete event simulation, Failure-prone manufacturing, Genetic Algorithms, Noise handling, Production planning, Simulation-based optimization, UNCERTAINTYAutores:Handl J., Juan Esteban DíazFuentes:googlescopusIntegrating meta-heuristics, simulation and exact techniques for production planning of a failure-prone manufacturing system
ArticleAbstract: This paper considers a real-world production planning problem in which production line failures causPalabras claves:Combinatorial optimization, Genetic Algorithms, Production planning, Simulation-based optimization, Uncertainty modellingAutores:Handl J., Juan Esteban Díaz, Xu D.L.Fuentes:googlescopus