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基于主体的建模(ABM)×基本再生数(R0 和 Rt)×
领域仿真流行病学
方法族Process / pipelineRegression model
起源年份1970s–1990s (formalized as a field)1990
提出者Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)Diekmann, Heesterbeek & Metz
类型Computational simulation methodThreshold parameter for epidemic spread
开创性文献Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗Diekmann, O., Heesterbeek, J. A. P., & Metz, J. A. J. (1990). On the definition and the computation of the basic reproduction ratio R0. Journal of Mathematical Biology, 28(4), 365–382. link ↗
别名ABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modelingBasic Reproduction Ratio, Effective Reproduction Number, Net Reproduction Number, Temel Üreme Sayısı
相关52
摘要Agent-based modeling (ABM) is a computational simulation method, formalized through the work of Thomas Schelling and Robert Axelrod in the 1970s–1990s, that simulates the behavior of complex systems by specifying and running autonomous agents — individuals, firms, cells, or any bounded entity — whose local interactions with each other and with their environment collectively produce global, system-level patterns that could not be predicted from any single agent's rules alone.The basic reproduction number R0 is the expected number of secondary infections produced by a single infectious individual introduced into a fully susceptible population. Formally defined and computationally grounded by Diekmann, Heesterbeek, and Metz in 1990 using the next-generation matrix approach, R0 serves as the central threshold parameter in mathematical epidemiology: if R0 > 1, an epidemic can establish itself; if R0 < 1, the outbreak dies out. The effective reproduction number Rt extends this to partially immune or partially susceptible populations over time.
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ScholarGate方法对比: Agent-Based Modeling · Reproduction Number. 于 2026-06-19 检索自 https://scholargate.app/zh/compare