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.
机构:
Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Li, Jiazhe
Wang, Yan
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Guangdong Polytech Normal Univ, Coll Math & Syst Sci, Guangzhou 510665, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Wang, Yan
Huang, Shuhong
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Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Huang, Shuhong
Xie, Jiarong
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Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Xie, Jiarong
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Shekhtman, Louis
Hu, Yanqing
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Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Southern Marine Sci & Engn Guangdong Lab, Zhuhai 519082, Peoples R ChinaSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Hu, Yanqing
Havlin, Shlomo
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Bar Ilan Univ, Phys Dept, IL-52900 Ramat Gan, IsraelSun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
机构:
PLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R ChinaPLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R China
Li, Qian
Yu, Hongtao
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PLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R ChinaPLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R China
Yu, Hongtao
Li, Shaomei
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PLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R ChinaPLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R China
Li, Shaomei
Liu, Shuxin
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PLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R ChinaPLA Strateg Support Force Informat Engn Univ, Inst Informat Technol, Zhengzhou 450000, Peoples R China
Liu, Shuxin
INTERNATIONAL JOURNAL OF MODERN PHYSICS C,
2024,
35
(05):
机构:
Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R ChinaDalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
Wang, Xingyuan
Zhou, Wenjie
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Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
Lanzhou Jiaotong Univ, Sch Elect & Informat Engn, Lanzhou 730070, Gansu, Peoples R ChinaDalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
Zhou, Wenjie
Li, Rui
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Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R ChinaDalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
Li, Rui
Cao, Jianye
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Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R ChinaDalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
Cao, Jianye
Lin, Xiaohui
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Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R ChinaDalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China