Complex network evolution of the key coastal ports in China under the Belt and Road Initiative

被引:4
作者
Xu, Xu [1 ]
Yang, Yanbin [2 ]
Liu, Yi [1 ]
Liu, Wei [2 ]
Li, Yan [3 ]
机构
[1] Shanghai Dianji Univ, Business Sch, 300 Shuihua Rd, Shanghai 201306, Peoples R China
[2] Shanghai Maritime Univ, Coll Transport & Commun, 1550 Haigang Ave, Shanghai 201306, Peoples R China
[3] Sinotrans Zhejinag Co Ltd, 69 Jiefang Nan Rd, Ningbo 315010, Peoples R China
关键词
complex network; node attractiveness; network evolution; robustness; The Belt and Road Initiative; China; COMPETITIVENESS; CONNECTIVITY; DYNAMICS; SYSTEMS; CARGO;
D O I
10.1504/IJSTL.2022.126928
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In order to promote the construction of 'The Belt and Road' Initiative, we construct the complex network evolution model based on the complex network theory and node attractiveness. We select the relevant 2017 data of 18 coastal ports mentioned in the Belt and Road Initiative, and verify the validity of the model by comparing the network eigenvalues between evolving network and real network. The results show that the average distances between ports are short, clustering coefficient and dependence of hub ports are high, its topological structure has scale-free network characteristics and fits the power law distribution. Meanwhile, we study the change of network characteristics of the evolutionary network and real network under deliberate attack and random attack. The statistics show that the robustness is weak under deliberate attack but strong under random attack. These are great reference to the construction and development of China's Belt and Road Initiative.
引用
收藏
页码:309 / 328
页数:20
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