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Mitme eesmärgi tundlikkuse analüüs×Mitme kriteeriumi optimeerimine×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s1896 (concept); 1989–2002 (evolutionary algorithms era)
LoojaEvolved from classical sensitivity analysis (Saltelli et al.) combined with multi-objective optimization (Pareto, 1896)Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
TüüpAnalytical technique — parametric sensitivity across multiple objectivesOptimization framework
AlgallikasSaltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. Wiley, Chichester. ISBN: 9780470059975Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
RööpnimetusedMOSA, Multi-criteria sensitivity analysis, Pareto sensitivity analysis, Multi-objective SAMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Seotud43
KokkuvõteMulti-Objective Sensitivity Analysis (MOSA) examines how changes in model parameters, weights, or assumptions affect an entire set of competing objectives simultaneously. Rather than asking how a single output shifts, MOSA tracks changes in the Pareto front or trade-off surface, revealing which parameters most destabilize multi-objective solutions and where decision-maker choices are robust versus fragile.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: Multi-objective sensitivity analysis · Multi-Objective Optimization. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare