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Stohhastiline mitmeotstarbeline optimeerimine×Mitme kriteeriumi optimeerimine×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s1896 (concept); 1989–2002 (evolutionary algorithms era)
LoojaVarious (Fonseca, Fleming, Deb, Zitzler, and others)Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
TüüpStochastic metaheuristic optimizationOptimization framework
AlgallikasDeb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
RööpnimetusedSMOO, Stochastic MOO, Multi-objective optimization under uncertainty, Robust multi-objective optimizationMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Seotud53
KokkuvõteStochastic 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.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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ScholarGateVõrdle meetodeid: Stochastic Multi-Objective Optimization · Multi-Objective Optimization. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare