Transportation Letters · 2022 · 13 citations · 24 references
ComputingComputer ScienceCybersecurityNetwork SecurityTransportationTransportation EngineeringNetwork RobustnessNetwork TopologyTransport SecurityTransportation InfrastructureTransportation NetworksTransportation SystemsBetweenness CentralityHierarchical Network StructurePhysical NetworkRailway SchedulingRailway SimulationRobustness To AttackTargeted AttacksTransportation Network Resilience
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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The Structure and Function of Complex Networks
Michael Newman · SIAM Review · 2003 · 18.7K citations · Full text
Error and attack tolerance of complex networks
Statistical analysis of 22 public transport networks in Poland
Julian Sienkiewicz, Janusz A. Hołyst · Physical Review E · 2005 · 436 citations · Full text
Engineering, Sociology, Transport +16