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可减少排样方式数的二维下料顺序启发式算法
英文标题:Sequential heuristic algorithm of two-dimensional cutting stock with reducing number of patterns
作者:谢东刚1 吕连1 邓国斌1 唐伟萍2 
单位:1.广西工业职业技术学院 2.广西电力职业技术学院 
关键词:二维下料问题 顺序启发式算法 价值校正 排样方式数 分组技术 
分类号:TP391
出版年,卷(期):页码:2022,47(4):95-100
摘要:

 讨论矩形件二维下料问题,将板材成本最小作为主要优化目标,将排样方式数最少作为辅助优化目标。提出一种可减少排样方式数的下料算法。该算法基于顺序启发式框架,按顺序逐个产生排样方式满足剩余矩形件的部分需求量,直到矩形件的所有需求量均得到满足为止。它采用一种分组技术选择可用来生成下一个排样方式的矩形件,用这些矩形件生成下一个排样方式后根据顺序价值校正方法调整矩形件的价值,其中每个排样方式均采用动态规划程序生成。将本文下料算法与两种文献算法进行对比,实验结果表明,本文下料算法使用的板材面积比文献算法分别节省了1.12%和0.89%,排样方式数比文献算法分别减少了45.56%和30.79%,且计算时间与文献算法接近。

 The two-dimensional cutting stock problem of rectangular parts was discussed, and taking the minimum cost of sheet as the main optimization objective, taking the minimum number of patterns as the secondary optimization objective, a cutting stock algorithm that could reduce the number of patterns was proposed. Then, based on the sequential heuristic framework, the algorithm generated pattern one by one in order to meet the part requirements of the remaining rectangular parts until all the requirements of the rectangular parts were met, and it used a grouping technique to select the rectangular parts that were used to generate the next pattern. Furthermore, after the next pattern was generated by the above rectangular parts, the value of rectangular parts was adjusted according to the sequential value correction method, and each pattern was generated by the dynamic programming program. Finally, the cutting stock algorithm in this paper was compared with the two literature algorithms. The experimental results show that the area of the sheet used by the cutting stock algorithm in this paper is 1.12% and 0.89% less than that of the literature algorithms respectively, and the number of patterns is reduced by 45.56% and 30.79% respectively. However, the calculation time is close to that of the literature algorithms.

基金项目:
教育部新一代信息技术创新项目(2020ITA03027)
作者简介:
作者简介:谢东刚(1983-),男,硕士,讲师 E-mail:dgxgygx@163.com 通信作者:唐伟萍(1983-),女,学士,副教授 E-mail:hxnz2002@126.com
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