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Robusno višekriterijsko optimiranje×Višeciljna optimizacija×
PodručjeSimulacijaSimulacija
ObiteljProcess / pipelineProcess / pipeline
Godina nastanka20061896 (concept); 1989–2002 (evolutionary algorithms era)
TvoracDeb, K. & Gupta, H.Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
VrstaOptimization frameworkOptimization framework
Temeljni izvorDeb, 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
Drugi naziviRMOO, Robust MOO, Robust Pareto Optimization, Uncertainty-Robust Multi-Objective OptimizationMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Srodne43
SažetakRobust 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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ScholarGateUsporedite metode: Robust Multi-Objective Optimization · Multi-Objective Optimization. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare