Joint optimisation of order batching and picker routing in the online retailer’s warehouse in China

References

• Chen, M. C., and H. P. Wu. 2005. “An Association-based Clustering Approach to Order Batching Considering Customer Demand Patterns.” Omega 33 (4): 333–343.
   Web of Science ®Google Scholar
• Chen, T. L., C. Y. Cheng, Y. Y. Chen, and L. K. Chan. 2015. “An Efficient Hybrid Algorithm for Integrated Order Batching, Sequencing and Routing Problem.” International Journal of Production Economics 159: 158–167.
   Web of Science ®Google Scholar
• Cheng, C. Y., Y. Y. Chen, T. L. Chen, and J. J. W. Yoo. 2015. “Using a Hybrid Approach based on the Particle Swarm Optimization and Ant Colony Optimization to Solve a Joint Order Batching and Picker Routing Problem.” International Journal of Production Economics 170: 805–814.
   Web of Science ®Google Scholar
• Colorni, A., M. Dorigo, and V. Maniezzo. 1991. “Distributed optimization by ant colonies.” Vol. 142. In Proceedings of the First European Conference on Artificial Life, 1991, 134–142. Paris, France.
   Google Scholar
• de Koster, R., E. S. van der Pooft, and M. Wolters. 1999. “Efficient Orderbatching Methods in Warehouses.” International Journal of Production Research 37 (7): 1479–1504.
   Web of Science ®Google Scholar
• Dorigm, M., and L. M. Gambardella. 1997. “Ant Colony System: A Cooperative Learning Approach to the Traveling Salesman Problem.” IEEE Transactions on Evolutionary Computation 1 (1): 53–66.
   Google Scholar
• Dukic, G., T. Opetuk, and T. Lerher. 2015. “A Throughput Model for a Dual-tray Vertical Lift Module with a Human Order-picker.” International Journal of Production Economics 170: 874–881.
   Web of Science ®Google Scholar
• Gademann, N., J. P. van den Berg, and H. H. van der Hoff. 2001. “An Order Batching Algorithm for Wave Picking in a Parallel-aisle Warehouse.” IIE Transactions 33 (5): 385–398.
   Web of Science ®Google Scholar
• Gademann, N., and S. Velde. 2005. “Order Batching to Minimize Total Travel Time in a Parallel-aisle Warehouse.” IIE Transactions 37 (1): 63–75.
   Web of Science ®Google Scholar
• Gharehgozli, A. H., G. Laporte, Y. G. Yu, and R. de Koster. 2014. “Scheduling Twin Yard Cranes in a Container Block.” Transportation Science 49 (3): 686–705.
   Web of Science ®Google Scholar
• Gharehgozli, A. H., Y. G. Yu, R. de Koster, and J. T. Udding. 2014a. “A Decisiontree Stacking Heuristic for Large Scale Reshuffling Problems At a Container Yard.” International Journal of Production Research 52 (9): 2592–2611.
   Web of Science ®Google Scholar
• Gharehgozli, A. H., Y. G. Yu, R. de Koster, and J. T. Udding. 2014b. “An Exact Method for Scheduling a Yard Crane.” European Journal of Operational Research 235 (2): 431–447.
   Web of Science ®Google Scholar
• Gharehgozli, A. H., Y. G. Yu, X. D. Zhang, and R. de Koster. 2014. “Polynomial Time Algorithms to Minimize Total Travel Time in a Two-depot Automated Storage/Retrieval System.” Transportation Science. doi:10.1287/trsc.2014.0562.
   Web of Science ®Google Scholar
• Goetschalckx, M., and H. Donald Ratliff. 1988. “Order Picking in an Aisle.” IIE Transactions 20 (1): 53–62.
   Web of Science ®Google Scholar
• Ho, Y. C., T. S. Su, and Z. B. Shi. 2008. “Order-batching Methods for an Order-picking Warehouse with Two Cross Aisles.” Computers & Industrial Engineering 55 (2): 321–347.
   Web of Science ®Google Scholar
• Kulak, O., Y. Sahin, and M. E. Taner. 2012. “Joint Order Batching and Picker Routing in Single and Multiple-cross-aisle Warehouses using Cluster-based Tabu Search Algorithms.” Flexible Services and Manufacturing Journal 24 (1): 52–80.
   Web of Science ®Google Scholar
• Lambert, D. M., J. R. Stock, L. M. Ellram. 1998. Fundamentals of Logistics Management. Boston, MA: Irwin/McGraw-Hill.
   Google Scholar
• Le-Duc, T., and R. de Koster. 2007. “Travel Time Estimation and Order Batching in a 2-block Warehouse.” European Journal of Operational Research 176 (1): 374–388.
   Web of Science ®Google Scholar
• Lerher, T. 2015. “Travel Time Model for Double-deep Shuttle-based Storage and Retrieval Systems.” International Journal of Production Research. doi:10.1080/00207543.2015.1061717.
   Web of Science ®Google Scholar
• Lerher, T., M. Edl, and B. Rosi. 2014. “Energy Efficiency Model for the Mini-load Automated Storage and Retrieval Systems.” The International Journal of Advanced Manufacturing Technology 70 (1–4): 97–115.
   Web of Science ®Google Scholar
• Lerher, T., Y. B. Ekren, Z. Sari, and B. Rosi. 2015. “Simulation Analysis of Shuttle based Storage and Retrieval Systems.” International Journal of Simulation Modelling 14 (1): 48–59.
   Web of Science ®Google Scholar
• Lerher, T., Y. B. Ekren, G. Dukic, and B. Rosi. 2015. “Travel Time Model for Shuttle-based Storage and Retrieval Systems.” The International Journal of Advanced Manufacturing Technology 78 (9–12): 1705–1725.
   Web of Science ®Google Scholar
• Lerher, T., M. Šraml, and I. Potrč. 2011. “Simulation Analysis of Mini-load Multi-shuttle Automated Storage and Retrieval Systems.” The International Journal of Advanced Manufacturing Technology 54 (1–4): 337–348.
   Web of Science ®Google Scholar
• Petersen, C. G. 2000. “An Evaluation of Order Picking Policies for Mail Order Companies.” Production and Operations Management 9 (4): 319–335.
   Web of Science ®Google Scholar
• Roodbergen, K. J., and R. de Koster. 2001a. “Routing Order Pickers in a Warehouse with a Middle Aisle.” European Journal of Operational Research 133 (1): 32–43.
   Web of Science ®Google Scholar
• Roodbergen, K. J., and R. de Koster. 2001b. “Routing Methods for Warehouses with Multiple Cross Aisles.” International Journal of Production Research 39 (9): 1865–1883.
   Web of Science ®Google Scholar
• Roodbergen, K. J., and I. F. A. Vis. 2009. “A Survey of Literature on Automated Storage and Retrieval Systems.” European Journal of Operational Research 194 (2): 343–362.
   Web of Science ®Google Scholar
• Rouwenhorst, B., B. Reuter, V. Stockrahm, G. J. van Houtum, R. J. Mantel, and W. H. M. Zijm. 2000. “Warehouse Design and Control: Framework and Literature Review.” European Journal of Operational Research 122 (3): 515–533.
   Web of Science ®Google Scholar
• Rosi, B., L. Grasic, G. Dukic, T. Opetuk, and T. Lerher. 2016. “Simulation-based Performance Analysis of Automated Single-tray Vertical Lift Module.” International Journal of Simulation Modelling 15 (1): 97–108.
   Web of Science ®Google Scholar
• Tang, L. X., and G. S. Wang. 2008. “Decision Support System for the Batching Problems of Steelmaking and Continuous-casting Production.” Omega 36 (6): 976–991.
   Web of Science ®Google Scholar
• Tsai, C. Y., J. J. H. Liou, and T. M. Huang. 2008. “Using a Multiple-GA Method to Solve the Batch Picking Problem: Considering Travel Distance and Order Due Time.” International Journal of Production Research 46 (22): 6533–6555.
   Web of Science ®Google Scholar
• Vasili, M. R., S. H. Tang, N. Ismail, and S. Sulaiman. 2008. “Class-based Storage Assignments for Miniload AS/RS with Open-rack Structure.” International Journal of Engineering and Technology 5 (2): 118–128.
   Google Scholar
• Vaughan, T. S. 1999. “The Effect of Warehouse Cross Aisles on Order Picking Efficiency.” International Journal of Production Research 37 (4): 881–897.
   Web of Science ®Google Scholar
• Wang, X. P., and L. X. Tang. 2008. “Integration of Batching and Scheduling for Hot Rolling Production in the Steel Industry.” The International Journal of Advanced Manufacturing Technology 36 (5–6): 431–441.
   Web of Science ®Google Scholar
• Won, J., and S. Olafsson. 2005. “Joint Order Batching and Order Picking in Warehouse Operations.” International Journal of Production Research 43 (7): 1427–1442.
   Web of Science ®Google Scholar
• Yu, Y. G., and R. de Koster. 2012. “Sequencing Heuristics for Storing and Retrieving Unit Loads in 3D Compact Automated Warehousing Systems.” IIE Transactions 44 (2): 69–87.
   Web of Science ®Google Scholar
• Zhang, Z. Z., O. Che, B. Cheang, A. Lim, and H. Qin. 2013. “A Memetic Algorithm for the Multiperiod Vehicle Routing Problem with Profit.” European Journal of Operational Research 229 (3): 573–584.
   Web of Science ®Google Scholar