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Agent-Based Microsimulation×离散事件仿真 (DES)×
领域仿真仿真
方法族Process / pipelineProcess / pipeline
起源年份1957 (microsimulation); 2000s (hybrid ABMS)1960s (formalized); modern computational form from 1970s onward
提出者Orcutt, G. H. (microsimulation roots); Bonabeau, E. and others (ABM integration)Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
类型Hybrid simulationStochastic process simulation
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 ↗Banks, J., Carson, J.S., Nelson, B.L. & Nicol, D.M. (2010). Discrete-Event System Simulation (5th ed.). Pearson. ISBN: 978-0136062127
别名ABMS, Agent-Based Micro-Simulation, Microsimulation with Agent-Based Modeling, Hybrid ABM-MicrosimulationDES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
相关54
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.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 microsimulation · Discrete-Event Simulation. 于 2026-06-15 检索自 https://scholargate.app/zh/compare