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Solidne modelowanie oparte na agentach×Analiza wrażliwości pod kątem odporności×
DziedzinaSymulacjaSymulacja
RodzinaProcess / pipelineProcess / pipeline
Rok powstania2000s1990s–2000s
TwórcaLigmann-Zielinska, A.; Railsback, S. F.; Grimm, V.Saltelli, A. and colleagues
TypSimulation robustness frameworkSimulation-based robustness assessment pipeline
Źródło pierwotneLigmann-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 ↗Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., & Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. Wiley. ISBN: 9780470059975
Inne nazwyRobust ABM, ABM Robustness Analysis, Uncertainty-Aware ABM, Robust Multi-Agent SimulationRSA, Robust SA, Sensitivity Analysis under Uncertainty, Uncertainty-robust sensitivity analysis
Pokrewne53
PodsumowanieRobust 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 Sensitivity Analysis (RSA) systematically evaluates how much variation in model outputs can be attributed to uncertainty or variation in model inputs, with an explicit focus on conclusions that remain valid across a wide range of plausible input conditions. It goes beyond standard sensitivity analysis by asking not only which inputs matter most, but which findings are truly robust — stable regardless of assumptions made under uncertainty.
ScholarGateZbiór danych
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  1. v1
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  3. PUBLISHED

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ScholarGatePorównaj metody: Robust Agent-Based Modeling · Robust Sensitivity Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare