基于两种模型的武汉地铁复杂网络特征分析及重要站点识别

Yuze Zhang, Lilan Tu
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摘要

基于复杂网络理论,以2022年武汉地铁实际运营的11条线路、247个站点为研究对象。首先,分别构建了武汉地铁的空间- l和空间- p网络,通过对两个网络的统计计算,全面研究了武汉地铁交通系统的特点。然后选取能体现实际意义的4个指标,利用熵权法对指标进行加权,对两个网络中247个站点的站点重要性进行排序。Space-L网中的重要站点保证了地铁网络的正常运行,而Space-P网中的重要站点为乘客出行和换乘提供了便利,最重要的站点在实际运营中需要加强建设和维护。
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Characteristic Analysis and Important Stations Identification of Wuhan Metro Complex Network Based on Two Models
Based on complex network theory, this paper takes 11 lines and 247 stations actually operated in Wuhan Metro in 2022 as the research object. Firstly, Space-L and Space-P networks of Wuhan Metro are constructed respectively, by calculating the statistics of the two networks, the characteristics of Wuhan Metro transportation system are comprehensively studied. Then we select four indicators that can reflect the practical significance, use the entropy weight method to weight the indicators, and rank the station importance of 247 stations in the two networks. The important stations in the Space-L network ensure the normal operation of the subway network, while the important stations in the Space-P network facilitate passengers’ travel and transfer, and the stations with the highest importance need to strengthen the construction and maintenance in actual operation.
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