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多目标离散事件仿真×离散事件仿真 (DES)×
领域仿真仿真
方法族Process / pipelineProcess / pipeline
起源年份1990s–2000s1960s (formalized); modern computational form from 1970s onward
提出者Various (DES: Tocher 1963; multi-objective integration: 1990s–2000s OR literature)Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
类型Simulation-optimization hybridStochastic process simulation
开创性文献Kleijnen, J. P. C., & Gaury, E. (2003). Short-term robustness of production management systems: A case study. European Journal of Operational Research, 148(2), 452–465. 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MO-DES, Multi-objective DES, Pareto-based discrete-event simulation, DES with multi-objective optimizationDES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
相关54
摘要Multi-Objective Discrete-Event Simulation (MO-DES) couples a discrete-event simulation engine with multi-objective optimization to explore trade-offs among two or more conflicting performance measures — such as throughput, cost, and waiting time — across stochastic, time-ordered process models. It is widely applied in manufacturing, logistics, healthcare, and service system design.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: Multi-objective discrete-event simulation · Discrete-Event Simulation. 于 2026-06-17 检索自 https://scholargate.app/zh/compare