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同步动态分区拣选系统中的最小最大订单拣选问题

The min–max order picking problem in synchronised dynamic zone-picking systems

International Journal of Production Research · 2022
被引 13
ABS 3

中文导读

研究了动态同步分区环境下订单拣选员的路径问题,目标是最小化各分区完成拣选的最大时间,提出数学模型和动态规划方法,实验证明能快速找到最优解。

Abstract

In both manual and automated warehouses, a combination of efficient zoning and picker routing plays an important role in improving travel time, congestion, and system throughput. This paper considers the order picker routing problem in a dynamic and synchronised zoning environment, where the items corresponding to each customer order are picked simultaneously in multiple zones, and zones may change between different orders. The objective is to minimise the maximum time of completing the picking activities in any zone. Using a min–max type of objective not only minimises the makespan of an order picking wave, but it also helps balance the workload of the order pickers more effectively. We present a mathematical model for the optimal solution of this problem, as well as a dynamic programming approach to find the optimal solution for the case where a zone is a set of adjacent aisles. Computational experiments on randomly generated instances show that the dynamic programming approach is able to find optimal solutions in negligible computational times.

仓储管理订单拣选路径优化动态规划