仿真优化研究进展

Q3 Mathematics 控制与决策 Pub Date : 2003-01-01 DOI:10.1109/icit.2016.7474885

Zheng Da-zhong

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引用次数: 15

摘要

仿真优化研究基于仿真的目标优化问题，具有较强的工程背景，这些目标往往具有一定的硬度，如随机性、耗时性和np硬度。目前，仿真优化问题已成为系统仿真、运筹学等领域，特别是离散事件动力系统领域的一个热点和新兴课题。通过分析仿真优化的特点，对仿真优化的算法、改进、应用和软件进行了综述，并提出了进一步研究的内容和方向。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Advances in simulation optimization

Simulation optimization with strong engineering background studies the optimization problem of simulation-based objectives, which is often of some hardness, such as stochastic nature, time- consuming and NP-hardness. Currently, simulation optimization has been a hot and new topic in the fields of system simulation, operational research and so on, especially in the field of discrete event dynamical systems. By analyzing the features of simulation optimization, a survey on the algorithms, improvements, applications and software of simulation optimization is provided and some further research contents and directions are presented.

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