Traffic & Transportation Engineering

Division of Highway Network Hierarchy Based on Weighted Complex Network

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  • 1.Research Institute of Traffic Engineering,Highway School,Chang’an University,Xi’an 710064,Shaanxi,China;2. Shaanxi Provincial Transport Department,Xi’an 710075,Shaanxi,China
邓亚娟(1979-),女,博士,副教授,主要从事交通网络设计研究.

Online published: 2015-03-03

Supported by

Supported by the National Natural Science Foundation of China(51208054)

Abstract

In order to divide the highway network hierarchy reasonably,first,both the complex network theory and the dual topology method are adopted to abstract highway sections into different nodes. Then,the weights of the nodes are calculated by considering the traffic volume and the coherence degree,and a weighted adjacency matrix based on the gravity model is obtained. Moreover,the importance degree,closeness and betweenness of the nodes are calculated with the help of Matlab,the comprehensive weight of the nodes is obtained by means of the variation coefficient method,and the nodes satisfying the mileage requirement are filtrated by setting the planed annual mile-age as the control variable. Finally,a classification of highway network hierarchy is performed based on the fuzzy clustering of the filtrated nodes. The results show that the application of complex network theory to the classification of highway network hierarchy helps to obtain the mileage and space distribution of each highway grade,which bene-fits the level improvement of road networks.

Cite this article

Deng Ya-juan Wang Huan Du Ruo Hu Shao-rong . Division of Highway Network Hierarchy Based on Weighted Complex Network[J]. Journal of South China University of Technology(Natural Science), 2015 , 43(4) : 33 -40 . DOI: 10.3969/j.issn.1000-565X.2015.04.006

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