Hub-and-spoke network design for container shipping in inland waterways

被引:21
|
作者
Zhou, Saiqi [1 ]
Ji, Bin [1 ]
Song, Yalong [1 ]
Yu, Samson S. [2 ]
Zhang, Dezhi [1 ]
Van Woensel, Tom [3 ]
机构
[1] Cent South Univ, Sch Traff & Transportat Engn, Changsha 410075, Hunan, Peoples R China
[2] Deakin Univ, Sch Engn, Waurn Ponds, Vic 3216, Australia
[3] Eindhoven Univ Technol, Dept Ind Engn & Innovat Sci, Eindhoven, Netherlands
基金
中国国家自然科学基金;
关键词
Hub-and-spoke network design; Inland waterway container shipping; Integer linear programming model; Decomposition-based math-heuristic; Enhanced genetic algorithm; LOCATION-PROBLEMS; YANGTZE-RIVER; ALGORITHM; MODELS;
D O I
10.1016/j.eswa.2023.119850
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The enormous growth in the volume of river transportation and the upgrade of inland waterways make inland shipping more and more important in transportation and logistics. This work proposes a hub-and-spoke network design (HSND) for container shipping in inland waterways based on the tree-like structure river. Firstly, the characteristics of the hub-and-spoke network in the inland waterways are presented in detail. Then, an integer linear programming model is proposed to simultaneously determine the optimal hub location, feeder port allocation, and fleet deployment to minimize the total cost of ships, transportation, and transshipment. A decomposition-based math-heuristic method and an enhanced genetic algorithm are then proposed to solve the HSND. A case study based on the traffic on the Yangtze River and extensive computational experiments are conducted to verify the effectiveness of the proposed models and methods. In addition, the impacts of the number of hub ports and the economies of scale resulting from the hub-and-spoke network are investigated from the economic and network structure perspectives, which leads to some managerial insights.
引用
收藏
页数:13
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