Two-Echelon Location–Routing Problem of Perishable Products Based on the Integrated Mode of In-Store Pick-Up And Delivery

模式(计算机接口) 布线(电子设计自动化) 服务(商务) 节点(物理) 计算机科学 软件 总成本 车辆路径问题 遗传算法 集合(抽象数据类型) 运筹学 计算机网络 工程类 操作系统 业务 营销 会计 机器学习 程序设计语言 结构工程
作者
Xiqiong Chen,Yanni Jiu,Dawei Hu
出处
期刊:Transportation Research Record [SAGE Publishing]
标识
DOI:10.1177/03611981231218008
摘要

The integrated service mode of in-store pick-up and delivery has become common in the post-epidemic period owing to the combined online and offline purchases of perishable products. This study investigates the diverse requirements of in-store pick-up and delivery customers. Then, it establishes a two-echelon location–routing model for a perishable food distribution network to minimize total cost as an objective. An adaptive large neighborhood search (ALNS) algorithm was also developed to solve the foregoing problem. To test the algorithm, instances from those of Solomon are derived. The proposed ALNS algorithm was found to achieve satisfactory performance with respect to speed and accuracy by comparing its results with those of the CPLEX software for a 12-node small-scale instance. The applicability and stability of the ALNS algorithm were further verified using different types of instances with more nodes. Different proportions of in-store pick-up and delivery customers were set, and the total cost of location–routing schemes under these proportions was compared. The results show that an integrated service type compared with the single delivery service mode and single in-store pick-up service mode can save 7.98% and 11.44% of the total cost, respectively.

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