徐开俊 吴佳益 杨泳 梁磊
中国民用航空飞行学院飞行技术学院
关键词: 中国航线网络; 复杂网络; 多层网络; 拓扑特性
基金资助:国家自然科学基金民航联合基金(U1533127)； 中国民用航空飞行学院创新团队支持计划(JG2019-15)； 中国民航飞行学院研究生创新项目(X2018-2)
Multilayered Analysis of Chinese Airline Network Structure
XU Kaijun, WU Jiayi, YANG Yong, LIANG Lei
Department of Flight Technology, Civil Aviation Flight University of China
Abstract：To further study the details of the topological characteristics of Chinese airline network, this work explored the new topological features of China Aviation Multi-layer Network (CAMN) based on complex network theory. We defined each airline as a layer in network and established a multi-layer network by simulating the evolution of network characteristic parameters in the layer-by-layer process. The results indicate that overlapping degree value of CAMN obeys a power-law distribution and five airports with highest overlapping value are uniformly distributed among airlines. Meanwhile, CAMN presents the characteristics of scale-free networks in aggregation, but characteristics of the small world network can only be obviously observed in aggregation of multi-layer networks. Further, the cooperation of large-scale airlines makes network more efficient. The phenomenon of small world in Chinese aviation aggregation network is mainly caused by the corresponding layer of large and medium-sized airlines. The transportation efficiency of large and medium-sized airline networks is higher than that of low-cost airlines, but the homogeneity is poorer.
Keywords：Chinese airline network; complex network; multi-layer network; topological features
作者介绍:
引用本文:
徐开俊, 吴佳益, 杨泳, 梁磊. 中国航线网络结构的多层性分析[J]. 复杂系统与复杂性科学, 2020, 17(2): 39-46.
XU Kaijun, WU Jiayi, YANG Yong, LIANG Lei. Multilayered Analysis of Chinese Airline Network Structure[J]. Complex Systems and Complexity Science, 2020, 17(2): 39-46.
