考虑枢纽容量约束的当日达服务网络设计

Service Network Design for Same-Day Delivery with Hub Capacity Constraints

Transportation Science · 2022
被引 18
ABS 3

中文导读

研究了城市当日达配送系统中枢纽装卸容量有限的服务网络设计问题,提出三种启发式算法,并用中国物流企业的真实数据验证了有效性。

Abstract

We study a new service network design problem for an urban same-day delivery system in which the number of vehicles that can simultaneously load or unload at a hub is limited. Due to the presence of both time constraints for the commodities and capacity constraints at the hubs, it is no longer guaranteed that a feasible solution exists. The problem can be modeled on a time-expanded network and formulated as an integer program. To be able to solve real-world instances, we design and implement three heuristics: (1) an integer programming–based heuristic, (2) a metaheuristic, and (3) a hybrid matheuristic. An extensive computational study using real-world instances (with different geographies, market sizes, and service offerings) from one of China’s leading comprehensive express logistics service providers demonstrates the efficacy of the three heuristics. Supplemental Material: The online appendix is available at https://doi.org/10.1287/trsc.2022.1155 .

物流与供应链管理整数规划启发式算法城市配送