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Robustné viaccieľové optimalizovanie×Viaccieľové optimalizovanie×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku20061896 (concept); 1989–2002 (evolutionary algorithms era)
TvorcaDeb, K. & Gupta, H.Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
TypOptimization frameworkOptimization framework
Pôvodný zdrojDeb, K., & Gupta, H. (2006). Introducing robustness in multi-objective optimization. Evolutionary Computation, 14(4), 463–494. DOI ↗Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
Ďalšie názvyRMOO, Robust MOO, Robust Pareto Optimization, Uncertainty-Robust Multi-Objective OptimizationMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Príbuzné43
ZhrnutieRobust Multi-Objective Optimization (RMOO) is a framework for finding solutions that simultaneously optimize multiple conflicting objectives while remaining insensitive to perturbations in decision variables or problem parameters. Unlike classical MOO, RMOO explicitly incorporates uncertainty into the optimization loop, producing a robust Pareto front whose members perform well not only at the nominal design point but also across a neighbourhood of plausible operating conditions.Multi-Objective Optimization (MOO) is a mathematical and computational framework for finding solutions that simultaneously optimize two or more conflicting objective functions. Rather than collapsing all goals into a single scalar, MOO produces a set of trade-off solutions — the Pareto front — from which a decision-maker selects according to preference. It is widely used in engineering design, operations research, logistics, economics, and policy analysis.
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ScholarGatePorovnať metódy: Robust Multi-Objective Optimization · Multi-Objective Optimization. Získané 2026-06-15 z https://scholargate.app/sk/compare