Operations Research and Management Science ›› 2024, Vol. 33 ›› Issue (4): 7-13.DOI: 10.12005/orms.2024.0105

• Theory Analysis and Methodology Study • Previous Articles     Next Articles

Impact of Shipping Order Volume Uncertainty on the Optimal Pricing Decisions of a Freight Sharing Platform

LI Jianhong1, DING Xiuhao1, LEI Minghao1, LUO Xiaomeng2   

  1. 1. School of Management, Huazhong University of Science and Technology, Wuhan 430074, China;
    2. West Institute for Economic Research, School of Business Administration, Southwestern University of Finance and Economics, Chengdu 611130, China
  • Received:2022-01-16 Online:2024-04-25 Published:2024-06-13

基于最小权覆盖的医药电商配送中心选址及区域覆盖优化研究

李建红1, 丁秀好1, 雷鸣颢1, 罗晓萌2   

  1. 1.华中科技大学 管理学院,湖北 武汉 430074;
    2.西南财经大学 中国西部经济研究院 工商管理学院,四川 成都 611130
  • 通讯作者: 罗晓萌(1987-),通讯作者,女,湖北宜昌人,博士,副教授,研究方向:营销渠道和电子商务。
  • 作者简介:李建红(1994-),女,江西上饶人,博士研究生,研究方向:创新管理和企业战略管理;丁秀好(1981-),男,山东淄博人,博士,教授,研究方向:创新管理;雷鸣颢(1997-),湖北武汉人,硕士研究生,研究方向:电子商务,物流与供应链管理。
  • 基金资助:
    国家自然科学基金青年项目(72101210);中央高校基本科研业务费专项资金项目(2023WKYXZX012)

Abstract: The location and regional division of distribution centers play a crucial role in the logistics and distribution process, directly affecting the time and cost of distribution. Especially in the current field of e-commerce, this link is particularly important. Based on the minimum right coverage of domestic e-commerce, this paper discusses the optimization research of distribution center siting and regional coverage. The research significance of this paper is to provide a theoretical basis for pharmaceutical e-commerce logistics management, optimize the logistics management of pharmaceutical e-commerce enterprises, improve customer service and promote the development of pharmaceutical e-commerce market.
The article establishes a corresponding integer planning model based on the data of a head pharmaceutical e-commerce company in China. By establishing an integer planning model for the distribution center location problem in the pharmaceutical e-commerce industry, the distribution center is restricted to deliver only to adjacent demand areas and incorporates the delivery time. The problem is described by the minimum power vertex covering method, and the model is solved using the priority queue branch limit algorithm to obtain the optimal siting result. Finally, according to the principle of minimum freight cost, the possible repeated coverage of the region is subdivided to obtain the final distribution center location and regional division scheme. In this paper, considering the special characteristics of pharmaceuticals, the improved siting scheme proposes to retain the original distribution center and determine new peripheral siting points to reduce the interference of the existing network and better meet the requirements for rapid distribution of pharmaceuticals. The location of the new site is calculated based on the sales volume and logistics data, combined with the minimum power vertex coverage method. The re-siting scheme proposes to re-site all the nodes of the demand node to rationally plan the whole network and improve the distribution efficiency, and solves the integer planning model using the priority queue branching limit algorithm to obtain the optimization results. In addition, the real data of pharmaceutical e-commerce enterprises are also used to verify the effectiveness of the model, and the results show that this paper effectively saves the efficiency of order delivery time while optimizing the operating cost of the distribution center.
The empirical study confirms that for the upcoming self-built logistics network of pharmaceutical e-commerce enterprises, re-node distribution center location and regional division in the warehouse leasing and distribution of time-sensitive are a better option. For enterprises that already have a distribution center, on the basis of the original distribution center, a new distribution center for the party to maximize the benefits is added to them. This paper proposes the distribution center site selection and regional division of the program for pharmaceutical e-commerce logistics network planning to provide theoretical and practical guidance to improve the enterprise’s logistics efficiency, service quality and market competitiveness, and also in line with national and local government policy guidance, to achieve the refinement of the management of the important significance. Pharmaceutical e-commerce distribution center site selection and regional coverage optimization issues in the future also need to be in the field of intelligent technology, environmental sustainability, cross-border e-commerce development, the construction of same-city distribution network and other areas of more detailed conditions of application, so as to promote the sustainable development of the entire industry.

Key words: distribution center location, allocation problem, minimum weight vertex cover, priority queue branch and bound algorithm

摘要: 配送中心选址及区域划分是物流配送过程中的关键环节,直接决定了配送时效及配送成本,在当今电子商务领域显得尤为重要。本文针对国内医药电商企业,提出了一种考虑药品配送时效的配送中心选址策略;随后建立该问题的整数规划模型,采用最小权顶点覆盖方法描述问题,并通过优先队列分支限界算法对此模型进行求解,得出最优选址结果;最后按最小运费原则将被重复覆盖区域进行再划分,得到配送中心选址及区域划分最终方案。本文基于上述策略为国内某头部医药电商企业提供了两种选址方案:保留企业原有配送中心并确定新配送中心选址点(改进选址方案)和从企业所有需求节点中重新为配送中心选址(重选址方案),并使用企业真实销量和物流数据进行算例分析。

关键词: 配送中心选址, 区域划分, 最小权顶点覆盖, 优先队列分支限界算法

CLC Number: