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基于主体的建模(ABM)×离散事件仿真 (DES)×
领域仿真仿真
方法族Process / pipelineProcess / pipeline
起源年份1970s–1990s (formalized as a field)1960s (formalized); modern computational form from 1970s onward
提出者Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
类型Computational simulation methodStochastic process simulation
开创性文献Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗Banks, J., Carson, J.S., Nelson, B.L. & Nicol, D.M. (2010). Discrete-Event System Simulation (5th ed.). Pearson. ISBN: 978-0136062127
别名ABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modelingDES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
相关54
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.Discrete-Event Simulation (DES) is a computational modeling paradigm in which the state of a system changes only at a countable sequence of points in time — the events. Between events nothing changes, so the simulation clock jumps directly from one event to the next. Formalized through the foundational textbooks of Banks, Carson, Nelson and Nicol and of Law in the 1960s–2000s, DES has become the standard tool for analyzing queuing systems, healthcare patient flows, manufacturing lines, and logistics networks where entities move through resources over time.
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ScholarGate方法对比: Agent-Based Modeling · Discrete-Event Simulation. 于 2026-06-17 检索自 https://scholargate.app/zh/compare