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The Impact of Subway on Urban Traffic Network Based on Complex Network Theory

机译:基于复杂网络理论的地铁对城市交通网络的影响

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In order to explore changes in accessibility and connectivity of urban traffic network before and after the construction of subway, traffic networks within the Second Ring road, Hohhot, was analyzed based on complex network theory. Firstly, the urban road traffic network and the urban compound traffic network with the adjunction of the subway to former were mapped. Secondly, the node degree, clustering coefficient, average path length and node strength of the two networks were calculated based on SuperMap. Finally, the eigenvalues obtained above were compared and analyzed. Results show that both of the two traffic networks have some characteristics of small clustering coefficient reflected in random network and scale-free network. The latter, compared to the former, network diameter and average shortest path reduce, the average node degree and average node intensity increase. That is to say, with the adjunction of the subway, the connectivity and the accessibility of the entire network are significantly improved, and its carrying capacity increases remarkably.
机译:为了探讨地铁建设前后城市交通网络的可达性和连通性的变化,基于复杂网络理论对呼和浩特市二环路内的交通网络进行了分析。首先,绘制了城市道路交通网络和城市地铁与前者的结合的城市交通网络。其次,基于SuperMap计算了两个网络的节点度,聚类系数,平均路径长度和节点强度。最后,对以上获得的特征值进行比较和分析。结果表明,两个交通网络都具有随机网络和无标度网络所反映的聚类系数小的特征。与前者相比,后者的网络直径和平均最短路径减少,平均节点度和平均节点强度增加。也就是说,在地铁的辅助下,整个网络的连通性和可访问性得到了显着改善,其承载能力显着提高。

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