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城市路网模块结构探测及Hub路段诊断算法

胡郁葱 陈海伟

西南交通大学学报(社会科学版)Issue(4):706-711,6.
西南交通大学学报(社会科学版)Issue(4):706-711,6.DOI:10.3969/j.issn.0258-2724.2014.04.023

城市路网模块结构探测及Hub路段诊断算法

Algorithm for Detecting Modular Structures and Diagnosing Hub Sections in Urban Road Network

胡郁葱 1陈海伟1

作者信息

  • 1. 华南理工大学土木与交通学院,广东广州510640
  • 折叠

摘要

Abstract

In order to detect the complexities of topology and discover the key road sections in urban road network,the clustering feature of urban road network was analyzed by modular structure theory, and a GN-T algorithm was proposed for dividing the modular structures and diagnosing hub sections in the urban road network. By iterative removal of links with the maximum intermediate values from road network,this algorithm split the whole network into modular structures and found out hub sections. In addition,an improved modularity function was also proposed for determining the optimal number of modular structures in the urban road network. As a case study,the urban road network of Wuchang city was used to test and verify the algorithm. The results show that the maximal value of modularity in the network is 0 . 41 ,indicating that the urban road network of Wuchang city possesses obvious modular structure characteristics. In addition,the hub sections derived from the algorithm is consistent with the reality. All these demonstrate the effectiveness and practicability of the GN-T algorithm.

关键词

城市路网/复杂网络/模块结构/GN-T算法/hub路段

Key words

urban road network/complex network/modular structures/GN-T algorithm/hub sections

分类

交通工程

引用本文复制引用

胡郁葱,陈海伟..城市路网模块结构探测及Hub路段诊断算法[J].西南交通大学学报(社会科学版),2014,(4):706-711,6.

基金项目

国家自然科学基金资助项目 ()

西南交通大学学报(社会科学版)

OACHSSCD

1009-4474

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