Research on Methods for Improving Robustness of Cascading Failures of Interdependent Networks

被引:15
|
作者
Shen, Anwei [1 ]
Guo, Jilian [1 ]
Wang, Zhuojian [1 ]
机构
[1] Air Force Engn Univ, Xian, Shaanxi, Peoples R China
关键词
Interdependent network; Cascading failures; Robustness; Network edges addition; Key nodes; ALGEBRAIC CONNECTIVITY; COUPLED NETWORKS; COMPLEX NETWORK; SYNCHRONIZATION; ATTACK; LINKS;
D O I
10.1007/s11277-017-4041-6
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The issue about cascading failures of interdependent networks is a hot research field based on the current complex network basic theories. This paper mainly researches methods for improving robustness of interdependent networks. At first, a model of interdependent network cascading failures was established to carry out robustness analysis of three different interdependent networks including BA-BA, WS-WS and ER-ER. Then, methods for improving robustness of interdependent networks under random attacks and targeted attacks were researched respectively. (1)Under random attacks, based on the overall idea of network addition, the paper summarized four common methods for improving robustness of a simple complex network, including random addition, low-degree node addition, low-betweenness node addition and addition based on algebra connectivity. After that, according to inherent characteristics of interdependent networks, the paper put forward an interdependent network addition algorithm based on internal similarities. It is shown in cascading failure simulation calculation results of three interdependent coupling networks, that the method put forward in this paper can most effectively improve robustness of interdependent networks under random attacks. (2)Based on the overall idea of protecting key nodes under targeted attacks, the paper put forward a method for analyzing key nodes of interdependent networks based on natural connectivity. Then, under the BA-BA interdependent network, the paper analyzed this method in comparison with the commonly approved Max-Cas algorithm. It is shown in simulation calculation results that, the method put forward in this paper can more obviously improve robustness of an interdependent network under targeted attacks and can be applied flexibly.
引用
收藏
页码:2111 / 2126
页数:16
相关论文
共 50 条
  • [21] Effects of mutual traffic redistribution on robustness of interdependent networks to cascading failures under fluctuant load
    Shen, Yi
    Ren, Gang
    Zhang, Ning
    Song, Guohao
    Wang, Qin
    Ran, Bin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 560
  • [22] Approaches to improve the robustness on interdependent networks against cascading failures with load-based model
    Dong, Zhengcheng
    Fang, Yanjun
    Tian, Meng
    Zhang, Rong
    MODERN PHYSICS LETTERS B, 2015, 29 (32):
  • [23] Recent progress on cascading failures and recovery in interdependent networks
    Li, Jiazhe
    Wang, Yan
    Huang, Shuhong
    Xie, Jiarong
    Shekhtman, Louis
    Hu, Yanqing
    Havlin, Shlomo
    INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2019, 40
  • [24] Cascading failures in scale-free interdependent networks
    Turalska, Malgorzata
    Burghardt, Keith
    Rohden, Martin
    Swami, Ananthram
    Dsouza, Raissa M.
    PHYSICAL REVIEW E, 2019, 99 (03)
  • [25] Cascading failures on correlated interdependent networks with dependency groups
    Wang, Jian
    Fang, Hongying
    Qin, Xiaolin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 530
  • [26] Robustness of Interdependent Cyber-Physical Systems Against Cascading Failures
    Zhang, Yingrui
    Yagan, Osman
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (02) : 711 - 726
  • [27] Cascading failures in interdependent networks with finite functional components
    Di Muro, M. A.
    Buldyrev, S. V.
    Stanley, H. E.
    Braunstein, L. A.
    PHYSICAL REVIEW E, 2016, 94 (04)
  • [28] Cascading failures on interdependent networks with star dependent links
    Zhang, Tianqiao
    Zhang, Yang
    Zhu, Xuzhen
    Chen, Junliang
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 535
  • [29] Attack robustness of cascading load model in interdependent networks
    Wang, Jianwei
    Wu, Yuedan
    Li, Yun
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2015, 26 (03):
  • [30] Research of the Link Addition Strategies for Improving the Robustness of Interdependent Networks
    Chen S.-M.
    Dai Y.-M.
    Cheng Y.-H.
    Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2019, 48 (01): : 103 - 109