求解截料问题的粒子群优化方法

Ghassen Ben Lagha, Nadia Dahmani, S. Krichen
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引用次数: 8

摘要

本文提出了某大型多用途电缆生产企业遇到的一维切料问题。问题在于后期制作过程中,需要满足各种订单的多尺寸套电缆。我们开发了一种基于粒子群优化方法的求解方法,该方法考虑了具体问题的特点。我们假设制造商生产的电缆组具有相同的长度。本文对减少损耗进行了探讨,并进行了成功的试验。建立了该问题的数学模型,并给出了各种实例的结果,并与文献中发现的其他工作进行了比较,以说明我们的算法在解决切削料问题方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Particle swarm optimization approach for resolving the cutting stock problem
We propose in this paper a one dimensional cutting stock problem encountered in a large manufacturer of multi-usable cables. The problem consists in the post-production process where a variety of orders of multi-sized sets of cables should be satisfied. We developed a solution method based on a particle swarm optimization approach that takes into account the characteristics of the specific problem. We assume that the manufacture produce cables sets having the same length. The reduction of the wastage is tackled which is successfully tested in this paper. A mathematical model of the problem is developed, and results on a wide variety of instances and comparisons with other works found in the literature are presented to illustrate the effectiveness of our algorithm in solving the cutting stock problem.
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