基于多交换邻域搜索启发式的PCB制造集成聚类和机器设置模型

M. Magazine, G. Polak, D. Sharma
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引用次数: 0

摘要

在印刷电路板的制造中,电子元件通过一台或多台拾取和放置机器附着在一块空白板上。频繁的机器设置虽然耗时,但可以减少总体处理时间。我们考虑集成集群和机器设置(ICMS)模型,它包含了处理时间和设置时间之间的权衡,并寻求最小化两者的总和。对于非常大规模的实例,求解该模型的最优性是棘手的。我们证明了ICMS是np困难的,因此提出并测试了一种基于多交换邻域搜索结构的启发式算法。初步的数值结果非常令人鼓舞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A MULTI-EXCHANGE NEIGHBORHOOD SEARCH HEURISTIC FOR AN INTEGRATED CLUSTERING AND MACHINE SETUP MODEL FOR PCB MANUFACTURING
In the manufacture of printed circuit boards, electronic components are attached to a blank board by one or more pick-and-place machines. Frequent machine setups, though time-consuming, can reduce overall processing time. We consider the Integrated Clustering and Machine Setup (ICMS) model, which incorporates this tradeoff between processing time and setup time and seeks to minimize the sum of the two. Solving this model to optimality is intractable for very large-scale instances. We show that ICMS is NP-hard and consequently propose and test a heuristic based on multi-exchange neighborhood search structures. Initial numerical results arevery encouraging.
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