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考虑社群结构的复杂网络的级联故障抵制模型

陆靖桥 傅秀芬 蒙在桥

广东工业大学学报2016,Vol.33Issue(5):22-27,33,7.
广东工业大学学报2016,Vol.33Issue(5):22-27,33,7.DOI:10.3969/j.issn.1007-7162.2016.05.005

考虑社群结构的复杂网络的级联故障抵制模型

A Cascading Failure Resisting Model in Complex Networks Considering Community Structure

陆靖桥 1傅秀芬 1蒙在桥2

作者信息

  • 1. 广东工业大学计算机学院,广东广州,510006
  • 2. 中山大学信息科学与技术学院,广东广州,510006
  • 折叠

摘要

Abstract

Cascading failures in complex networks is of great significance for the stability assessment of complex networks.Based on the classical linear load and capacity model, a model resisting cascading failures is built by detecting the community structure of the networks and adding secondary tolerance value to community boundary nodes.In the process of cascading failures, different strategies are used to attack IEEE standard grids, domestic real grids.The simulation results show that the model can raise networks stability with lower cost by adding secondary tolerance value to community boundary nodes, finding that the community boundary nodes have the dual functions of"firewall"and"tipping point".By simulating the two-tier coupled networks except for single networks, the new model is also found abler to resist cas-cading failures in interdependent networks, which indicates that the proposed model has some flexibility.

关键词

社群结构/复杂网络/级联故障/相依网络

Key words

community structure/complex networks/cascading failures/interdependent networks

分类

信息技术与安全科学

引用本文复制引用

陆靖桥,傅秀芬,蒙在桥..考虑社群结构的复杂网络的级联故障抵制模型[J].广东工业大学学报,2016,33(5):22-27,33,7.

基金项目

广东省科技计划项目(2012B091000173);广东省自然科学基金资助项目 ()

广东工业大学学报

1007-7162

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