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Tugev stsenaariumianalüüs×Robustne mitmeotstarbeline optimeerimine×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1950 (foundations); 2003 (modern RDM formulation)2006
LoojaWald, A. (minimax foundation); Lempert et al. (RDM framework)Deb, K. & Gupta, H.
TüüpScenario-based robustness evaluationOptimization framework
AlgallikasWald, A. (1950). Statistical Decision Functions. Wiley, New York. link ↗Deb, K., & Gupta, H. (2006). Introducing robustness in multi-objective optimization. Evolutionary Computation, 14(4), 463–494. DOI ↗
RööpnimetusedRSA, Robust Scenario Planning, Worst-Case Scenario Analysis, Minimax Regret Scenario AnalysisRMOO, Robust MOO, Robust Pareto Optimization, Uncertainty-Robust Multi-Objective Optimization
Seotud54
KokkuvõteRobust Scenario Analysis evaluates a set of candidate strategies across a structured collection of plausible future scenarios and selects the strategy that performs acceptably well — or best in the worst case — regardless of which scenario materializes. It merges scenario planning with robustness criteria such as maximin, minimax regret, or satisficing to support decisions under deep, irreducible 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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ScholarGateVõrdle meetodeid: Robust Scenario Analysis · Robust Multi-Objective Optimization. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare