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基于轴辐式网络的跨境电商海外仓库选址 被引量:6

Overseas warehouse location of international e-commerce based on hub-and-spoke network
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摘要 为提高跨境电商运作效率和客户服务水平,根据海外仓库配送快、成本低等特点,探讨轴辐式网络在海外仓库选址方面的应用.建立包含运输成本、仓储处理成本、仓库建设成本、退货成本和时间惩罚成本的总成本最小的跨境电商海外仓库选址模型.设置不同的枢纽节点数和折扣因子,设计一种遗传算法进行求解.取15个国家(节点)进行网络设计,结果表明:对海外仓库进行轴辐式网络设计(将原有的直通式网络设置多个枢纽节点)能够有效降低总成本,实现规模效益.该方法对海外仓库的发展具有参考价值. To improve operational efficiency and customer service level of international e-commerce, according to the characteristics of fast distribution and low cost of overseas warehouses, the application of hub-and-spoke network in overseas warehouse location is discussed. The overseas warehouse location model of international e-commerce with the minimum total cost is established, where the cost includes transportation cost, processing cost of warehouses, construction cost of warehouses, return cost and time cost of penalty. The different number of hubs and different discount factors are set and a genetic algorithm is designed to solve it. 15 countries (nodes) are adopted as a case for the network design. The result shows that the design of the hub-and-spoke network for overseas warehouses ( setting more hubs in the traditional straight-through logistics network) can reduce effectively the total cost and achieve scale benefit. This method is of reference for the development of overseas warehouses.
作者 沈彬彬 杨勇生 杨斌 许波桅 李军军 SHEN Binbin a YANG Yongsheng a YANG Bin a XU Bowei a LI Junjun b(a. Institute of Logistics Science & Engineerin b. Merchant Marine College, Shanghai Maritime University, Shanghai 201306, China)
出处 《上海海事大学学报》 北大核心 2016年第4期7-14,共8页 Journal of Shanghai Maritime University
基金 国家自然科学基金(71171129) 教育部人文社会科学研究青年基金(15YJC630145 15YJC630059) 高等学校博士学科点专项科研基金(20133121110005) 上海市自然科学基金(15ZR1420200) 上海市科学技术委员会科技创新行动计划(12510501600 14170501500)
关键词 跨境电商 海外仓库 轴辐式网络 遗传算法 选址 international e-commerce overseas warehouse hub-and-spoke network genetic algorithm location
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