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Robust Agent-Based Modeling×Robustná analýza scenárov×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2000s1950 (foundations); 2003 (modern RDM formulation)
TvorcaLigmann-Zielinska, A.; Railsback, S. F.; Grimm, V.Wald, A. (minimax foundation); Lempert et al. (RDM framework)
TypSimulation robustness frameworkScenario-based robustness evaluation
Pôvodný zdrojLigmann-Zielinska, A., Cheetham, W. (2006). Spatially-explicit sensitivity analysis of an agent-based model of land use change. International Journal of Geographical Information Science, 20(12), 1355-1377. link ↗Wald, A. (1950). Statistical Decision Functions. Wiley, New York. link ↗
Ďalšie názvyRobust ABM, ABM Robustness Analysis, Uncertainty-Aware ABM, Robust Multi-Agent SimulationRSA, Robust Scenario Planning, Worst-Case Scenario Analysis, Minimax Regret Scenario Analysis
Príbuzné55
ZhrnutieRobust Agent-Based Modeling (Robust ABM) integrates systematic uncertainty quantification and sensitivity analysis into agent-based simulation workflows. Rather than relying on a single parameter configuration, it explores the full parameter space to identify which inputs drive model outcomes, ensuring that conclusions hold across plausible input ranges and model structures.Robust 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.
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ScholarGatePorovnať metódy: Robust Agent-Based Modeling · Robust Scenario Analysis. Získané 2026-06-17 z https://scholargate.app/sk/compare