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考虑重复优先级的四向穿梭车系统无限制翻箱出库研究

study on an outbound problem of four-way shuttle system by considering unrestricted relocation and duplicate priority

中文摘要英文摘要

四向穿梭车存储系统是一种高效的密集型存储系统,在按序取货时因其多深位的结构特点会产生翻箱操作。为进一步缩短出库时间,企业通常将无严格时间窗限制的货物分为一组并不区分取货顺序称为重复优先级货物。针对重复优先级的四向穿梭车系统中无限制双端出库翻箱问题,本文根据无限制翻箱特点提出了启发式上界和剪枝规则,并结合迭代加深分支定界的精确算法求得最小翻箱数。通过数值实验,与改进A*算法、企业常用启发式算法从时间和翻箱次数两个维度验证了迭代加深分支定界算法的有效性。结果表明,本文提出的算法可以在短时间内得出最优的翻箱方案,进一步提高货物的出库效率。

Four-way shuttle storage and retrieval system is an efficient intensive storage system, in accordance with the order of goods out of the warehouse to pick up the goods, due to the structure of the system multi-depth position characteristics, may result in a new blockage caused by additional box. In order to further shorten the outgoing time, enterprises usually divide the goods without strict time window restrictions into a group and do not distinguish the order of picking up the goods, the same picking up order of the goods is known as duplicate priority. For the four-way shuttle storage and retrieval system considering the duplicate priority of the unrestricted relocation problem, this paper proposes an exact algorithm using iterative deepening branch and bound to obtain the minimum number of required relocations.By comparing the experimental results, the validity of the iterative deepening branch-and-bound algorithm was verified from the two dimensions of time and the number of bin-searching operations in comparison with the improved A* algorithm and the heuristic algorithms commonly used in enterprises. The results demonstrate that the algorithm proposed in this paper can yield the optimal bin-searching scheme within a short period, further enhancing the outbound efficiency of goods.

马云峰、苏家莉、胡依娜、盛聪、陈闯、周志刚

管理科学

四向穿梭车仓库重复优先级无限制翻箱分支定界算法。

Four-way shuttle warehouseduplicate priorityunrestricted relocationbrand and bound algorithm

马云峰,苏家莉,胡依娜,盛聪,陈闯,周志刚.考虑重复优先级的四向穿梭车系统无限制翻箱出库研究[EB/OL].(2024-11-19)[2024-11-21].http://www.paper.edu.cn/releasepaper/content/202411-36.点此复制

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