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Lĩnh vựcMô phỏngMô phỏng
HọProcess / pipelineProcess / pipeline
Năm ra đời19571957 (microsimulation); 2000s (hybrid ABMS)
Người khởi xướngGuy H. OrcuttOrcutt, G. H. (microsimulation roots); Bonabeau, E. and others (ABM integration)
LoạiStochastic individual-level simulationHybrid simulation
Công trình gốcOrcutt, G. H. (1957). A new type of socio-economic system. The Review of Economics and Statistics, 39(2), 116–123. DOI ↗Birkin, M., & Clarke, M. (2012). The enhancement of spatial microsimulation models using geodemographics. Annals of Regional Science, 49(2), 515–532. DOI ↗
Tên gọi khácProbabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSMABMS, Agent-Based Micro-Simulation, Microsimulation with Agent-Based Modeling, Hybrid ABM-Microsimulation
Liên quan65
Tóm tắtStochastic Microsimulation tracks a large population of individual units — people, households, or firms — through time by applying random draws from empirically estimated probability distributions at each transition event. Unlike deterministic counterparts, every state change is decided by chance, preserving realistic heterogeneity and allowing rigorous uncertainty quantification across multiple simulation runs.Agent-based microsimulation (ABMS) merges traditional microsimulation's individual-level statistical tracking with agent-based modeling's behavioral rules and interaction mechanisms. It creates virtual populations of heterogeneous agents who evolve over time according to transition probabilities, adaptive behaviors, and social interactions, producing emergent system-level outcomes from micro-level dynamics.
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ScholarGateSo sánh phương pháp: Stochastic Microsimulation · Agent-based microsimulation. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare