一种满足厚钢板急订单的最大内切矩形启发式算法

M. M. Mehdi, Le Wang, S. Willems
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引用次数: 1

摘要

钢铁服务中心收到紧急订单,必须在很短的时间内完成。每个订单只消耗一块钢板的一部分,因此钢板的选择和工作安排是影响服务中心主要绩效指标的关键因素:钢板产量。我们与钢铁服务中心Artco steel合作,将这一问题建模为二维在线装箱算法。在网上的装箱文献中,我们计算了工作安置前后的最大内切矩形(MIR),作为启发式的基础,将每个工作分配到一个盘子上,并将工作定位在盘子上。我们的工作是第一篇将在线二维垃圾箱包装问题扩展到包含废料、矩形垃圾箱尺寸和有限数量的垃圾箱的论文。MIR程序明显优于Artco现有的优先考虑最近使用的钢板的做法,启发式的直接性质允许在2010年轻松采用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Developing a Maximum Inscribed Rectangle Heuristic to Satisfy Rush Orders for Heavy Plate Steel
Steel service centers receive rush orders that must be fulfilled on very short notice. Each order only consumes a portion of one steel plate, so plate selection and job placement are the critical factors that affect the service center’s primary performance metric: plate yield. In conjunction with a steel service center, Artco Steel, we model this problem as a two-dimensional online bin-packing algorithm. Unique in the online bin-packing literature, we calculate the maximum inscribed rectangle (MIR) before and after job placement as the basis for heuristics that assign each job to a plate and position the job on the plate. Our work is the first paper to extend the online two-dimensional bin-packing problem to incorporate scrap, rectangular bin sizes, and a finite number of bins. The MIR procedure significantly outperformed Artco’s existing practice of giving priority to the most recently used plate, and the heuristic’s straightforward nature allowed easy adoption in 2010.
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