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Устойчиво моделиране, базирано на агенти×Анализ на устойчиви сценарии×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване2000s1950 (foundations); 2003 (modern RDM formulation)
СъздателLigmann-Zielinska, A.; Railsback, S. F.; Grimm, V.Wald, A. (minimax foundation); Lempert et al. (RDM framework)
ТипSimulation robustness frameworkScenario-based robustness evaluation
Основополагащ източникLigmann-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 ↗
Други названияRobust ABM, ABM Robustness Analysis, Uncertainty-Aware ABM, Robust Multi-Agent SimulationRSA, Robust Scenario Planning, Worst-Case Scenario Analysis, Minimax Regret Scenario Analysis
Свързани55
РезюмеRobust 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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

Към търсенето Изтегляне на слайдове

ScholarGateСравнение на методи: Robust Agent-Based Modeling · Robust Scenario Analysis. Извлечено на 2026-06-17 от https://scholargate.app/bg/compare