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Genetický algoritmus pre politické scenáre×Policy Scenario Multi-Objective Optimization×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1975 (GA); 2000s (policy scenario application)1990s–2000s
TvorcaHolland, J. H. (GA foundation); Lempert, Popper & Bankes (policy scenario search)Evolved from multi-objective optimization and policy scenario analysis communities
TypEvolutionary metaheuristic for policy scenario explorationScenario-conditioned multi-objective search
Pôvodný zdrojHolland, J. H. (1975). Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, MI. ISBN: 9780262581110Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. John Wiley & Sons, Chichester. ISBN: 9780471873396
Ďalšie názvyPSGA, Policy-GA, Policy Optimization Genetic Algorithm, Evolutionary Policy Scenario SearchPS-MOO, Policy-Driven MOO, Scenario-Based Multi-Objective Optimization, Policy MOO
Príbuzné44
ZhrnutieThe Policy Scenario Genetic Algorithm applies evolutionary search to systematically explore large, combinatorial policy alternative spaces under multiple future scenarios. Rather than exhaustively enumerating options, it breeds successive generations of candidate policies, retaining those that perform well across scenario conditions, yielding robust, high-performing policy recommendations.Policy 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.
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ScholarGatePorovnať metódy: Policy Scenario Genetic Algorithm · Policy Scenario Multi-Objective Optimization. Získané 2026-06-17 z https://scholargate.app/sk/compare