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多目标排队仿真 — 平衡排队系统中的竞争服务指标

多目标排队仿真将离散事件排队模型与多目标优化相结合,以同时评估和优化模拟排队系统中相互冲突的性能指标(如平均等待时间、服务器利用率、吞吐量和服务成本)。它产生一组非支配解的帕累托前沿,而不是单一的最优点,从而使决策者能够明确地理解权衡。

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来源

  1. Banks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Pearson Prentice Hall. ISBN: 9780136062127
  2. Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. John Wiley & Sons. ISBN: 9780471873396

如何引用本页

ScholarGate. (2026, June 3). Multi-objective Queueing Simulation — Simultaneous optimization of competing performance metrics in simulated queuing systems. ScholarGate. https://scholargate.app/zh/simulation/multi-objective-queueing-simulation

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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ScholarGateMulti-objective Queueing Simulation (Multi-objective Queueing Simulation — Simultaneous optimization of competing performance metrics in simulated queuing systems). 于 2026-06-15 检索自 https://scholargate.app/zh/simulation/multi-objective-queueing-simulation · 数据集: https://doi.org/10.5281/zenodo.20539026