侯公羽:Exploring evolutionary features of directed weighted hazard network in the subway construction论文

侯公羽:Exploring evolutionary features of directed weighted hazard network in the subway construction论文

本文主要研究内容

作者侯公羽,靳聪,许哲东,于萍,曹怡怡(2019)在《Exploring evolutionary features of directed weighted hazard network in the subway construction》一文中研究指出:A better understanding of previous accidents is an effective way to reduce the occurrence of similar accidents in the future. In this paper, a complex network approach is adopted to construct a directed weighted hazard network(DWHN) to analyze topological features and evolution of accidents in the subway construction. The nodes are hazards and accidents, the edges are multiple relationships of these nodes and the weight of edges are occurrence times of repetitive relationships. The results indicate that the DWHN possesses the property of small-world with small average path length and large clustering coefficient, indicating that hazards have better connectivity and will spread widely and quickly in the network. Moreover,the DWHN has the property of scale-free network for the cumulative degree distribution follows a power-law distribution.It makes DWHN more vulnerable to target attacks. Controlling key nodes with higher degree, strength and betweenness centrality will destroy the connectivity of DWHN and mitigate the spreading of accidents in the network. This study is helpful for discovering inner relationships and evolutionary features of hazards and accidents in the subway construction.

Abstract

A better understanding of previous accidents is an effective way to reduce the occurrence of similar accidents in the future. In this paper, a complex network approach is adopted to construct a directed weighted hazard network(DWHN) to analyze topological features and evolution of accidents in the subway construction. The nodes are hazards and accidents, the edges are multiple relationships of these nodes and the weight of edges are occurrence times of repetitive relationships. The results indicate that the DWHN possesses the property of small-world with small average path length and large clustering coefficient, indicating that hazards have better connectivity and will spread widely and quickly in the network. Moreover,the DWHN has the property of scale-free network for the cumulative degree distribution follows a power-law distribution.It makes DWHN more vulnerable to target attacks. Controlling key nodes with higher degree, strength and betweenness centrality will destroy the connectivity of DWHN and mitigate the spreading of accidents in the network. This study is helpful for discovering inner relationships and evolutionary features of hazards and accidents in the subway construction.

论文参考文献

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  • 论文详细介绍

    论文作者分别是来自Chinese Physics B的侯公羽,靳聪,许哲东,于萍,曹怡怡,发表于刊物Chinese Physics B2019年03期论文,是一篇关于,Chinese Physics B2019年03期论文的文章。本文可供学术参考使用,各位学者可以免费参考阅读下载,文章观点不代表本站观点,资料来自Chinese Physics B2019年03期论文网站,若本站收录的文献无意侵犯了您的著作版权,请联系我们删除。

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    侯公羽:Exploring evolutionary features of directed weighted hazard network in the subway construction论文
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