中国铁路运输网络的结构和稳健性

Zhongling Xin , Fangqu Niu
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引用次数: 1

摘要

摘要铁路是中国中长途旅行的基本交通方式。中国的铁路运输网络(CRTN)已经变得越来越复杂。澄清CRTN的结构及其对故障的鲁棒性对于确保安全运行非常重要。本文利用列车时刻表数据构建了铁路物理网络(RPN)和列车服务网络(TSN),并提出了一种模拟不同攻击策略下CRTN变化过程的方法,阐明了其鲁棒性,并识别了其骨干网。研究结果表明:RPN是一个典型的无标度小世界网络,而TSN呈现复杂的层次结构;其次,RPN对随机攻击是鲁棒的,但容易受到有针对性的攻击,并且基于RPN中评估的介数中心性的攻击是最有效的模式;第三,骨干网由北京、天津、石家庄等62个城市组成。
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Structure and robustness of China’s railway transport network

Railway is a fundamental transportation mode for medium and long-distance travel in China. China’s railway transport network (CRTN) has become increasingly complex. Clarifying the structure of the CRTN and its robustness to failures is important for ensuring safe operations. This paper uses train schedule data to construct a railway physical network (RPN) and a train service network (TSN), and proposes a method to simulate the CRTN change processes under different attack strategies, clarify its robustness, and identify its backbone. The results show: First, the RPN is a typical scale-free and small-world network, while the TSN presents a complex hierarchical structure; Second, the RPN is robust to random attacks but vulnerable to targeted attacks, and attacks based on the betweenness centrality as evaluated in the RPN is the most effective mode; Third, the backbone network consists 62 cities including Beijing, Tianjin, and Shijiazhuang.

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来源期刊
CiteScore
6.40
自引率
14.30%
发文量
79
审稿时长
>12 weeks
期刊介绍: Transportation Letters: The International Journal of Transportation Research is a quarterly journal that publishes high-quality peer-reviewed and mini-review papers as well as technical notes and book reviews on the state-of-the-art in transportation research. The focus of Transportation Letters is on analytical and empirical findings, methodological papers, and theoretical and conceptual insights across all areas of research. Review resource papers that merge descriptions of the state-of-the-art with innovative and new methodological, theoretical, and conceptual insights spanning all areas of transportation research are invited and of particular interest.
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