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Optimisasi Stokastik Multi-Objektif×Optimasi Multi-Objektif Robust×
BidangSimulasiSimulasi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1990s–2000s2006
PencetusVarious (Fonseca, Fleming, Deb, Zitzler, and others)Deb, K. & Gupta, H.
TipeStochastic metaheuristic optimizationOptimization framework
Sumber perintisDeb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396Deb, K., & Gupta, H. (2006). Introducing robustness in multi-objective optimization. Evolutionary Computation, 14(4), 463–494. DOI ↗
AliasSMOO, Stochastic MOO, Multi-objective optimization under uncertainty, Robust multi-objective optimizationRMOO, Robust MOO, Robust Pareto Optimization, Uncertainty-Robust Multi-Objective Optimization
Terkait54
RingkasanStochastic Multi-Objective Optimization (SMOO) is a class of methods that simultaneously optimizes two or more conflicting objectives when parameters, costs, or constraints are uncertain or random. Rather than a single optimal solution, it produces a Pareto front of non-dominated solutions, each representing a different balance among objectives under the modeled uncertainty.Robust 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.
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ScholarGateBandingkan metode: Stochastic Multi-Objective Optimization · Robust Multi-Objective Optimization. Diakses 2026-06-15 dari https://scholargate.app/id/compare