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Poliitikastsenaariumide mitme eesmärgiga optimeerimine×Robustne mitmeotstarbeline optimeerimine×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s2006
LoojaEvolved from multi-objective optimization and policy scenario analysis communitiesDeb, K. & Gupta, H.
TüüpScenario-conditioned multi-objective searchOptimization framework
AlgallikasDeb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. John Wiley & Sons, Chichester. ISBN: 9780471873396Deb, K., & Gupta, H. (2006). Introducing robustness in multi-objective optimization. Evolutionary Computation, 14(4), 463–494. DOI ↗
RööpnimetusedPS-MOO, Policy-Driven MOO, Scenario-Based Multi-Objective Optimization, Policy MOORMOO, Robust MOO, Robust Pareto Optimization, Uncertainty-Robust Multi-Objective Optimization
Seotud44
KokkuvõtePolicy Scenario Multi-Objective Optimization (PS-MOO) integrates explicit policy scenario construction with multi-objective optimization to identify Pareto-optimal policy options across plausible future states. Decision-makers evaluate trade-offs between competing objectives — such as economic efficiency, equity, and environmental impact — for each distinct policy scenario, then compare Pareto fronts to select robust or scenario-contingent strategies.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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ScholarGateVõrdle meetodeid: Policy Scenario Multi-Objective Optimization · Robust Multi-Objective Optimization. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare