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作者:

Lu, Yao (Lu, Yao.) | Chen, Yanyan (Chen, Yanyan.) (学者:陈艳艳) | Xiong, Jie (Xiong, Jie.) | Chen, Ning (Chen, Ning.) | Zhou, Bin (Zhou, Bin.) | Zhu, Xuzhen (Zhu, Xuzhen.)

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摘要:

Cascading failures on interdependent networks has attracted much attention in the field of network science. However, the effects of the distribution of group size on cascading failures still puzzled us. In this paper, we propose a cascading failure model on two-layered partially interdependent networks with groups, in which all nodes in the same group are functional dependent on each other. A percolation theory is developed to investigate the final giant component, and the theory well agrees with numerical simulations. Through extensive numerical simulations and theoretical analyses, we find a discontinuous phase transition in the system. In addition, the final giant component increases with the heterogeneity of group size distribution, and the percolation threshold decreases with the heterogeneity of group size distribution. Furthermore, the phase transition is discontinuous for relatively strong dependency, while the phase transition is continuous for relatively weak dependency. The degree distribution of the interdependent networks does not qualitatively alter the above presented phenomena. (C) 2019 Elsevier B.V. All rights reserved.

关键词:

Cascading failure Complex networks Group distribution Interdependent networks

作者机构:

  • [ 1 ] [Lu, Yao]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Yanyan]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 3 ] [Xiong, Jie]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 4 ] [Chen, Ning]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 5 ] [Zhou, Bin]Jiangsu Univ Sci & Technol, Sch Econ & Management, Zhenjiang 212003, Jiangsu, Peoples R China
  • [ 6 ] [Zhou, Bin]Boston Univ, Ctr Polymer Studies & Dept Phys, Boston, MA 02215 USA
  • [ 7 ] [Zhu, Xuzhen]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China

通讯作者信息:

  • 陈艳艳

    [Chen, Yanyan]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China

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来源 :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

年份: 2019

卷: 534

3 . 3 0 0

JCR@2022

ESI学科: PHYSICS;

ESI高被引阀值:50

JCR分区:2

被引次数:

WoS核心集被引频次: 7

SCOPUS被引频次: 9

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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