• CN:11-2187/TH
  • ISSN:0577-6686

›› 2009, Vol. 45 ›› Issue (11): 152-157.

• 论文 • 上一篇    下一篇

扫码分享

双拣货区自动分拣系统品项分配优化

张贻弓;吴耀华   

  1. 山东大学控制科学与工程学院
  • 发布日期:2009-11-15

Items Assignment Optimization for Automated Sortation System with Double Picking Zones

ZHANG Yigong;WU Yaohua   

  1. School of Control Science and Engineering, Shandong University
  • Published:2009-11-15

摘要: 提前拣选、压缩合流的分拣策略使双拣货区自动分拣系统的拣选效率明显高于单拣货区自动分拣系统,基于此提出该策略下品项分配优化问题。介绍压缩合流的工作原理,确定双拣货区的品项分配对订单的压缩程度及提前拣选时间的影响。以负的各订单提前拣选时间之和最小为目标函数建立数学模型,该模型可归结为0-1规划问题并应用最大最小蚂蚁系统算法求解。实例仿真与分析证明了该算法的有效性。

关键词: 双拣货区, 提前拣选, 自动分拣系统, 最大最小蚂蚁系统

Abstract: The strategy of parallel picking and compressible order accumulation makes the automated sortation system with double picking zones have a picking efficiency much higher than that with single picking zone. Based on this, the item assignment optimization problem is presented for this strategy. The principle of the strategy is introduced, which implies that the item assignment in two picking zones affects the performance of order compression and pre-picking time. A math model for this problem is established. The objective function is the negative sum of pre-picking time. This problem can be classified as a 0-1 programming problem and a max-min ant system algorithm is adopted to solve it. The example simulation and analysis prove the effectiveness of the algorithm.

Key words: Automated sortation system, Double picking zones, Max-min ant system, Parallel picking

中图分类号: