方法对比
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| Agent-Based Microsimulation× | 个体模拟× | |
|---|---|---|
| 领域 | 仿真 | 仿真 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 1957 (microsimulation); 2000s (hybrid ABMS) | 1957 |
| 提出者≠ | Orcutt, G. H. (microsimulation roots); Bonabeau, E. and others (ABM integration) | Guy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projects |
| 类型≠ | Hybrid simulation | Policy simulation / computational social science |
| 开创性文献≠ | Birkin, M., & Clarke, M. (2012). The enhancement of spatial microsimulation models using geodemographics. Annals of Regional Science, 49(2), 515–532. DOI ↗ | O'Donoghue, C. (Ed.) (2014). Handbook of Microsimulation Modelling. Emerald. DOI ↗ |
| 别名≠ | ABMS, Agent-Based Micro-Simulation, Microsimulation with Agent-Based Modeling, Hybrid ABM-Microsimulation | Mikrosimülasyon, micro-simulation, policy microsimulation |
| 相关 | 5 | 5 |
| 摘要≠ | 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. | Microsimulation is a computational method that simulates policy effects by operating directly on a population of individual micro-units — households, firms, patients — and applying rules to each unit according to its own demographic, economic, and behavioural characteristics. Developed conceptually by Guy Orcutt in 1957, it has become the standard tool for evaluating tax reform, pension systems, and health policy before implementation. |
| ScholarGate数据集 ↗ |
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