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基于复杂网络的危险品运输网络抗毁性测度分析
  • ISSN号:1672-7207
  • 期刊名称:中南大学学报(自然科学版)
  • 时间:2014.1.1
  • 页码:1715-1723
  • 分类:X951[环境科学与工程—安全科学]
  • 作者机构:[1]西南交通大学交通运输与物流学院,四川成都610031
  • 相关基金:国家自然科学基金资助项目(71173177)
  • 相关项目:恐怖袭击下危险品运输网络的鲁棒性仿真研究
作者: 种鹏云|帅斌|
中文摘要:

在构建危险品运输网络模型的基础上,采用复杂网络理论对该网络模型抗毁性测度及特性进行研究。首先,根据网络模型的配送特性,提出"网络风险效率"和"最大连通度"抗毁性测度;接着,通过建立危险品运输网络介数模型和对道路网络节点和边的随机和蓄意攻击,描述网络模型的流量和拓扑特性,继而构建基于复杂网络理论的危险品运输网络抗毁性研究框架。实验结果表明:本文构建的抗毁性测度可以很好表征危险品运输网络的抗毁性能水平,且网络抗毁性是由少数节点和边维系的;无论节点攻击还是边攻击,网络均表现出对随机攻击的鲁棒性和蓄意攻击的脆弱性,故抗毁特性更接近于无标度网络,且边的抗毁性高于节点的抗毁性;此外,在攻击较多节点和边时,度攻击的抗毁性较弱,且网络配送的可达性优于风险值增长水平。

英文摘要:

The model of hazardous materials transportation network (HMTN) was constructed and its measure of invulnerability and characteristics were studied by complex network. Firstly, the measures of invulnerability, i.e. efficiency of network risk and maximal connected degree, were proposed based on the characteristic of distribution of HMTN. Then, by establishing the HMTN between centrality model and randomly and intentionally attacking the node and edge, the characteristics of flow and topology of HMTN were described. Finally, the research framework of HMTN invulnerability based on complex network was established. The results show that the measure of invulnerability can do well in describing the performance of HMTN invulnerability, and HMTN invulnerability is maintained by a small number of nodes and edges; the invulnerability of HMTN is closer to the scale-free network which is robustness to random attack and vulnerability to intentional attack and the invulnerability of edge is higher than the node's. Furthermore, the invulnerability is weak based on removals by recalculated degree and the reachability of HMTN is better than the risk growth when more nodes and edges are attacked.

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期刊信息
  • 《中南大学学报:自然科学版》
  • 北大核心期刊(2011版)
  • 主管单位:教育部
  • 主办单位:中南大学
  • 主编:黄伯云
  • 地址:湖南长沙中南大学校本部
  • 邮编:410083
  • 邮箱:zngdxb@csu.edu.cn
  • 电话:0731-88879765
  • 国际标准刊号:ISSN:1672-7207
  • 国内统一刊号:ISSN:43-1426/N
  • 邮发代号:42-19
  • 获奖情况:
  • 首届全国优秀科技期刊评比一等奖,第二届全国优秀科技期刊评比一等奖,首届中国有色金属工业优秀科技期刊评比一等奖
  • 国内外数据库收录:
  • 美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,英国科学文摘数据库,中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:20874