Mostrando 5 resultados de: 5
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:googlescopusIncorporating decision-maker's preferences into the automatic configuration of bi-objective optimisation algorithms
ArticleAbstract: Automatic configuration (AC) methods are increasingly used to tune and design optimisation algorithmPalabras claves:Automatic algorithm design and configuration, Decision maker's preferences, metaheuristics, Multi-objective optimisationAutores:Juan Esteban Díaz, López-Ibáñez M.Fuentes: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:googlescopusInteractive parameter tuning of bi-objective optimisation algorithms using the empirical attainment function
Conference ObjectAbstract: We propose a visual approach of eliciting preferences from a Decision Maker (DM) in the context of cPalabras claves:Automatic algorithm design and configuration, Decision maker's preferences, empirical attainment function, Multi-objective optimisationAutores:Juan Esteban Díaz, López-Ibáñez M.Fuentes:googlescopus