مقایسهٔ روشها
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| مدلسازی عاملمحور (ABM)× | عدد بازتولید (R0 و Rt)× | |
|---|---|---|
| حوزه≠ | شبیهسازی | اپیدمیولوژی |
| خانواده≠ | Process / pipeline | Regression model |
| سال پیدایش≠ | 1970s–1990s (formalized as a field) | 1990 |
| پدیدآور≠ | Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s) | Diekmann, Heesterbeek & Metz |
| نوع≠ | Computational simulation method | Threshold parameter for epidemic spread |
| منبع بنیادین≠ | 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 ↗ |
| نامهای دیگر | ABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling | Basic Reproduction Ratio, Effective Reproduction Number, Net Reproduction Number, Temel Üreme Sayısı |
| مرتبط≠ | 5 | 2 |
| خلاصه≠ | 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. |
| ScholarGateمجموعهداده ↗ |
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