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基于代理的排队仿真×排队仿真×
领域仿真仿真
方法族Process / pipelineProcess / pipeline
起源年份2000s1909
提出者Macal, C. M. & North, M. J. (hybrid formalization); queueing theory rooted in Erlang (1909)Agner Krarup Erlang
类型Hybrid simulation — agent-based + queueingStochastic simulation / analytical modeling
开创性文献Macal, C. M., & North, M. J. (2010). Tutorial on agent-based modelling and simulation. Journal of Simulation, 4(3), 151–162. DOI ↗Kleinrock, L. (1975). Queueing Systems, Volume 1: Theory. Wiley-Interscience, New York. ISBN: 978-0471491101
别名AB-QS, Agent-Based Queue Simulation, ABM Queueing, Agent Queue SimulationQueue Simulation, Queuing Theory Simulation, Waiting-Line Simulation, DES-Queue
相关56
摘要Agent-Based Queueing Simulation (AB-QS) combines agent-based modeling with queueing theory to simulate systems where autonomous, decision-making entities interact through waiting lines and service points. Each entity (patient, customer, job) is modeled as an independent agent with its own state and behavioral rules, enabling richer, more realistic dynamics than classical queueing models alone.Queueing Simulation combines classical queueing theory with discrete-event simulation to model systems where entities arrive, wait for service, and depart. It predicts performance metrics such as average waiting time, queue length, and server utilization, enabling capacity planning and bottleneck identification across service, manufacturing, healthcare, and network systems.
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ScholarGate方法对比: Agent-based queueing simulation · Queueing Simulation. 于 2026-06-15 检索自 https://scholargate.app/zh/compare