Integrated optimization of order splitting and distribution routing for the front warehouse mode e-retailing

References

• Acimovic, J., and S. C. Graves. 2015. “Making Better Fulfillment Decisions on the Fly in An Online Retail Environment.” Manufacturing & Service Operations Management 17 (1): 34–51. doi:10.1287/msom.2014.0505.
   Web of Science ®Google Scholar
• Acimovic, J., and S. C. Graves. 2017. “Mitigating Spillover in Online Retailing Via Replenishment.” Manufacturing & Service Operations Management 19 (3): 419–436. doi:10.1287/msom.2016.0614.
   Web of Science ®Google Scholar
• Adelzadeh, M., V. Mahdavi Asl, and M. Koosha. 2014. “A Mathematical Model and a Solving Procedure for Multi-depot Vehicle Routing Problem with Fuzzy Time Window and Heterogeneous Vehicle.” The International Journal of Advanced Manufacturing Technology 75 (5): 793–802. doi:10.1007/s00170-014-6141-8.
   Web of Science ®Google Scholar
• Amorim, P., H. O. Günther, and B. Almada-Lobo. 2012. “Multi-objective Integrated Production and Distribution Planning of Perishable Products.” International Journal of Production Economics 138 (1): 89–101. doi:10.1016/j.ijpe.2012.03.005.
   Web of Science ®Google Scholar
• Ardjmand, E., O. S. Bajgiran, S. Rahman, G. R. Weckman, and W. A. Young. 2018. “A Multi-objective Model for Order Cartonization and Fulfillment Center Assignment in the E-tail/retail Industry.” Transportation Research Part E: Logistics and Transportation Review 115: 16–34. doi:10.1016/j.tre.2018.04.005.
   Web of Science ®Google Scholar
• Baldacci, R., A. Mingozzi, and R. Roberti. 2012. “Recent Exact Algorithms for Solving the Vehicle Routing Problem Under Capacity and Time Window Constraints.” European Journal of Operational Research 218 (1): 1–6. doi:10.1016/j.ejor.2011.07.037.
   Web of Science ®Google Scholar
• Belo-Filho, M. A. F., P. Amorim, and B. Almada-Lobo. 2015. “An Adaptive Large Neighbourhood Search for the Operational Integrated Production and Distribution Problem of Perishable Products.” International Journal of Production Research 53 (20): 6040–6058. doi:10.1080/00207543.2015.1010744.
   Web of Science ®Google Scholar
• Bettinelli, A., A. Ceselli, and G. Righini. 2011. “A Branch-and-cut-and-price Algorithm for the Multi-depot Heterogeneous Vehicle Routing Problem with Time Windows.” Transportation Research Part C-Emerging Technologies 19 (5): 723–740. doi:10.1016/j.trc.2010.07.008.
   Web of Science ®Google Scholar
• Braekers, K., K. Ramaekers, and I. Van Nieuwenhuyse. 2016. “The Vehicle Routing Problem: State of the Art Classification and Review.” Computers & Industrial Engineering 99: 300–313. doi:10.1016/j.cie.2015.12.007.
   Web of Science ®Google Scholar
• Ceselli, A., G. Righini, and M. Salani. 2009. “A Column Generation Algorithm for a Rich Vehicle-routing Problem.” Transportation Science 43 (1): 56–69. doi:10.1287/trsc.1080.0256.
   Web of Science ®Google Scholar
• Chen, J., W. Liao, and C. Yu. 2021. “Route Optimization for Cold Chain Logistics of Front Warehouses Based on Traffic Congestion and Carbon Emission.” Computers & Industrial Engineering 161: 107663. doi:10.1016/j.cie.2021.107663.
   Web of Science ®Google Scholar
• Codato, G., and M. Fischetti. 2006. “Combinatorial Benders' Cuts for Mixed-integer Linear Programming.” Operational Research 54 (4): 756–766. doi:10.1287/opre.1060.0286.
   Web of Science ®Google Scholar
• Cordeau, J. F., G. Laporte, and A. Mercier. 2001. “A Unified Tabu Search Heuristic for Vehicle Routing Problems with Time Windows.” Journal of the Operational Research Society 52 (8): 928–936. doi:10.1057/palgrave.jors.2601163.
   Web of Science ®Google Scholar
• Desaulniers, G., J. Desrosiers, and M. M. Solomon. 2006. Column Generation. Vol. 5. New York: Springer Science & Business Media.
   Google Scholar
• Di Pasquale, V., M. E. Nenni, and S. Riemma. 2020. “Order Allocation in Purchasing Management: a Review of State-of-the-art Studies From a Supply Chain Perspective.” International Journal of Production Research 58 (15): 4741–4766. doi:10.1080/00207543.2020.1751338.
   Web of Science ®Google Scholar
• Dondo, R., and J. Cerda. 2007. “A Cluster-based Optimization Approach for the Multi-depot Heterogeneous Fleet Vehicle Routing Problem with Time Windows.” European Journal of Operational Research 176 (3): 1478–1507. doi:10.1016/j.ejor.2004.07.077.
   Web of Science ®Google Scholar
• Dondo, R., and J. Cerda. 2009. “A Hybrid Local Improvement Algorithm for Large-scale Multi-depot Vehicle Routing Problems with Time Windows.” Computers & Chemical Engineering 33 (2): 513–530. doi:10.1016/j.compchemeng.2008.10.003.
   Web of Science ®Google Scholar
• Dror, M. 1994. “Note on the Complexity of the Shortest Path Models for Column Generation in VRPTW.” Operational Research 42 (5): 977–978. doi:10.1287/opre.42.5.977.
   Web of Science ®Google Scholar
• Dupont, L., C. Bernard, F. Hamdi, and F. Masmoudi. 2018. “Supplier Selection Under Risk of Delivery Failure: A Decision-support Model Considering Managers Risk Sensitivity.” International Journal of Production Research 56 (3): 1054–1069. doi:10.1080/00207543.2017.1364442.
   Web of Science ®Google Scholar
• Feillet, D. 2010. “A Tutorial on Column Generation and Branch-and-price for Vehicle Routing Problems.” 4OR 8 (4): 407–424. doi:10.1007/s10288-010-0130-z.
   Google Scholar
• Feillet, D., P. Dejax, and M. Gendreau. 2004. “An Exact Algorithm for the Elementary Shortest Path Problem with Resource Constraints: Application to Some Vehicle Routing Problems.” Networks 44 (3): 216–229. doi:10.1002/(ISSN)1097-0037.
   Web of Science ®Google Scholar
• Figueira, G., W. van Jaarsveld, P. Amorim, and J. C. Fransoo. 2022. “The Impact of Committing to Customer Orders in Online Retail.” Manufacturing & Service Operations Management 25 (1): 307–322. doi:10.1287/msom.2022.1124.
   Google Scholar
• Hense, J., and A. Hübner. 2022. “Assortment Optimization in Omni-channel Retailing.” European Journal of Operational Research 301 (1): 124–140. doi:10.1016/j.ejor.2021.09.045.
   Web of Science ®Google Scholar
• Hou, D., H. Fan, X. Ren, P. Tian, and Y. Lv. 2021. “Time-Dependent Multi-Depot Heterogeneous Vehicle Routing Problem Considering Temporal-Spatial Distance.” Sustainability 13 (9): 4674. doi:10.3390/su13094674.
   Web of Science ®Google Scholar
• Hübner, A., J. Hense, and C. Dethlefs. 2022. “The Revival of Retail Stores Via Omnichannel Operations: A Literature Review and Research Framework.” European Journal of Operational Research302 (3): 799–818. doi:10.1016/j.ejor.2021.12.021.
   Web of Science ®Google Scholar
• Jasin, S., and A. Sinha. 2015. “An LP-Based Correlated Rounding Scheme for Multi-Item Ecommerce Order Fulfillment.” Operational Research 63 (6): 1336–1351. doi:10.1287/opre.2015.1441.
   Web of Science ®Google Scholar
• Kara, I., G. Laporte, and T. Bektas. 2004. “A Note on the Lifted Miller-Tucker-Zemlin Subtour Elimination Constraints for the Capacitated Vehicle Routing Problem.” European Journal of Operational Research 158 (3): 793–795. doi:10.1016/S0377-2217(03)00377-1.
   Web of Science ®Google Scholar
• Lei, Y. M., S. Jasin, and A. Sinha. 2018. “Joint Dynamic Pricing and Order Fulfillment for Ecommerce Retailers.” Manufacturing & Service Operations Management 20 (2): 269–284. doi:10.1287/msom.2017.0641.
   Google Scholar
• Li, X., and Y. P. Aneja. 2020. “A Branch-And-Benders-Cut Approach for the Fault Tolerant Regenerator Location Problem.” Computers & Operations Research 115: 104847. doi:10.1016/j.cor.2019.104847.
   Web of Science ®Google Scholar
• Li, S., and S. Jia. 2019. “A Benders Decomposition Algorithm for the Order Fulfilment Problem of An E-tailer with a Self-owned Logistics System.” Transportation Research Part E: Logistics and Transportation Review 122 (2): 463–480. doi:10.1016/j.tre.2018.12.007.
   Google Scholar
• Li, X., J. Li, Y. P. Aneja, Z. Guo, and P. Tian. 2019. “Integrated Order Allocation and Order Routing Problem for E-order Fulfillment.” IISE Transactions 51 (10): 1128–1150. doi:10.1080/24725854.2018.1552820.
   Web of Science ®Google Scholar
• Liu, F. H., and S. Y. Shen. 1999. “The Fleet Size and Mix Vehicle Routing Problem with Time Windows.” Journal of the Operational Research Society 50 (7): 721–732. doi:10.1057/palgrave.jors.2600763.
   Web of Science ®Google Scholar
• Luo, Z., M. Liu, and A. Lim. 2019. “A Two-phase Branch-and-price-and-cut for a Dial-a-ride Problem in Patient Transportation.” Transportation Science 53 (1): 113–130. doi:10.1287/trsc.2017.0772.
   Web of Science ®Google Scholar
• Mahar, S., S. Modi, and P. A. Salzarulo. 2021. “Appreciating How Your Bread is Buttered: Improving Online Order Allocation for Cross-channel Retailers.” International Journal of Production Research 60 (15): 4845–4867. doi:10.1080/00207543.2021.1939455.
   Web of Science ®Google Scholar
• Mercier, A., J. F. Cordeau, and F. Soumis. 2005. “A Computational Study of Benders Decomposition for the Integrated Aircraft Routing and Crew Scheduling Problem.” Computers & Operations Research32 (6): 1451–1476. doi:10.1016/j.cor.2003.11.013.
   Web of Science ®Google Scholar
• Moons, S., K. Braekers, K. Ramaekers, A. Caris, and Y. Arda. 2019. “The Value of Integrating Order Picking and Vehicle Routing Decisions in a B2C E-commerce Environment.” International Journal Of Production Research 57 (20): 6405–6423. doi:10.1080/00207543.2019.1566668.
   Web of Science ®Google Scholar
• Nasiri, M. M., A. Rahbari, F. Werner, and R. Karimi. 2018. “Incorporating Supplier Selection and Order Allocation Into the Vehicle Routing and Multi-cross-dock Scheduling Problem.” International Journal of Production Research 56 (19): 6527–6552. doi:10.1080/00207543.2018.1471241.
   Web of Science ®Google Scholar
• Pan, T., Z. H. Zhang, and H. Cao. 2014. “Collaborative Production Planning with Production Time Windows and Order Splitting in Make-to-order Manufacturing.” Computers & Industrial Engineering 67: 1–9. doi:10.1016/j.cie.2013.10.006.
   Web of Science ®Google Scholar
• Righini, G., and M. Salani. 2006. “Symmetry Helps: Bounded Bi-directional Dynamic Programming for the Elementary Shortest Path Problem with Resource Constraints.” Discrete Optimization 3 (3): 255–273. doi:10.1016/j.disopt.2006.05.007.
   Web of Science ®Google Scholar
• Ruiz-Meza, J., I. Montes, A. Perez, and M. Ramos-Marquez. 2020. “VRP Model with Time Window, Multiproduct and Multidepot.” Journal of Applied Science and Engineering 23 (2): 239–247. doi:10.6180/jase.202006_23(2).0008.
   Web of Science ®Google Scholar
• Sohou.com. 2019. “Meituan Maicai into Wuhan.” Accessed August 5 2022. https://www.sohu.com/a/325912154_430392.
   Google Scholar
• Song, Z., W. Ma, and Y. Wu. 2020. “Location Optimization of Front Distribution Center Based on E-commerce Industry.” Science Technology and Engineering 20 (2): 681–686. doi:10.3969/j.issn.1671-1815.2020.02.037.
   Google Scholar
• Xu, P. J., R. Allgor, and S. Graves. 2009. “Benefits of Reevaluating Real-time Order Fulfillment Decisions.” Manufacturing & Service Operations Management 11 (2): 340–355. doi:10.1287/msom.1080.0222.
   Web of Science ®Google Scholar
• Yu, Y., S. Wang, J. Wang, and M. Huang. 2019. “A Branch-and-price Algorithm for the Heterogeneous Fleet Green Vehicle Routing Problem with Time Windows.” Transportation Research Part B: Methodological 122: 511–527. doi:10.1016/j.trb.2019.03.009.
   Web of Science ®Google Scholar
• Zhang, Y., W. H. Lin, M. Huang, and X. Hu. 2021. “Multi-warehouse Package Consolidation for Split Orders in Online Retailing.” European Journal of Operational Research 289 (3): 1040–1055. doi:10.1016/j.ejor.2019.07.004.
   Web of Science ®Google Scholar
• Zhou, X., N. Yu, Y. Tu, W. Pedrycz, and B. Lev. 2017. “Bi-level Plant Selection and Production Allocation Model Under Type-2 Fuzzy Demand.” Expert Systems with Applications 86: 87–98. doi:10.1016/j.eswa.2017.05.057.
   Web of Science ®Google Scholar
• Zhu, J., and X. Tian. 2022. “Value of High-Quality Distribution in Front Warehouse Mode Retailing.” Procedia Computer Science 199: 110–117. doi:10.1016/j.procs.2022.01.014.
   Google Scholar