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Optimalizácia pomocou rojov častíc pre scenáre politík×Multi-Objective Particle Swarm Optimization (MOPSO)×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1995 (PSO); applied to policy scenarios from 2000s onward2004
TvorcaKennedy, J. & Eberhart, R. (PSO); policy scenario framing from planning and operations research literatureCoello Coello, C. A., Pulido, G. T., & Lechuga, M. S.
TypMetaheuristic optimization within policy scenario frameworkPopulation-based swarm metaheuristic
Pôvodný zdrojKennedy, J., Eberhart, R. (1995). Particle swarm optimization. Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, pp. 1942–1948. DOI ↗Coello Coello, C. A., Pulido, G. T., & Lechuga, M. S. (2004). Handling multiple objectives with particle swarm optimization. IEEE Transactions on Evolutionary Computation, 8(3), 256–279. DOI ↗
Ďalšie názvyPS-PSO, Policy PSO, Scenario-based PSO, Policy scenario swarm optimizationMOPSO, Multi-objective PSO, Pareto PSO, Vector-evaluated PSO
Príbuzné65
ZhrnutiePolicy Scenario Particle Swarm Optimization integrates Particle Swarm Optimization (PSO) with explicit policy scenario analysis. A swarm of candidate policy solutions is evaluated under multiple defined future scenarios, and PSO's velocity-position update rules guide the swarm toward solutions that perform well—or robustly—across all considered scenarios. It is used in energy, environmental, infrastructure, and public resource planning.Multi-Objective Particle Swarm Optimization (MOPSO) is a swarm-intelligence metaheuristic that extends the original Particle Swarm Optimization (PSO) to handle multiple conflicting objective functions simultaneously. It maintains an external Pareto archive and uses dominance-based selection to guide a population of candidate solutions toward the true Pareto front without requiring a priori preference information.
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ScholarGatePorovnať metódy: Policy Scenario Particle Swarm Optimization · Multi-objective particle swarm optimization. Získané 2026-06-18 z https://scholargate.app/sk/compare