Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1134226 | Computers & Industrial Engineering | 2013 | 9 Pages |
•A new routing algorithm for two order pickers with congestion consideration.•In contrast to the two extended heuristics, A-TOP performs the best.•New method can be extended to the situation with more than two order pickers.
This paper develops a routing method to control the picker congestion that challenges the traditional assumption regarding the narrow-aisle order picking system. We proposes a new routing algorithm based on Ant Colony Optimization (ACO) for two order pickers (A-TOP) with congestion consideration. Using two extended dedicated heuristics with congestion consideration as reference group, a comprehensive simulation study is conducted to evaluate the effectiveness of A-TOP. The simulation proves that A-TOP achieves the shortest total picking time in most instances and performs well in dealing with the congestion. The impacts of warehouse layout, order size, and pick:walk-time ratio on A-TOP and system performance are analyzed as well. A-TOP can adapt to different warehouse configurations, meanwhile, it can be easily extended to the situation with more than two order pickers.