复杂网络能控性鲁棒性研究进展

Yang Lou, Jun Li Li*, Sheng Li, Hao Deng

*此作品的通信作者

研究成果: Review article同行評審

3 引文 斯高帕斯(Scopus)

摘要

The study of controllability robustness is valuable to the control and application of various complex systems, including social, biological, and technological networks. The concept of controllability of complex networks refers to the ability of a network being steered by external inputs from any of its initial state to any desired target state under an admissible control input within a finite duration of time. The controllability robustness reflects how well the system can maintain the controllability against malicious attacks by means of node removals or edge removals. This survey gives a systematic investigation in the recent progress of the controllability robustness of complex networks. Firstly, the definitions and measures of controllability robustness are introduced. Then, the controllability robustness is considered from the perspective of attacks. Three types of attack strategies are discussed, including random attacks, feature-based targeted attacks, and heuristic-based attacks. Optimization methods toward stronger controllability robustness are investigated, including network modeling, edge rewiring, etc. Recent progresses have been achieved in both effective attack strategies and efficient topological optimizations, which provide a basis for further theoretical analysis. Finally, some potential future works are suggested.

貢獻的翻譯標題Recent Progress in Controllability Robustness of Complex Networks
原文???core.languages.zh_TW???
頁(從 - 到)2374-2391
頁數18
期刊Zidonghua Xuebao/Acta Automatica Sinica
48
發行號10
DOIs
出版狀態Published - 10月 2022

Keywords

  • attack
  • Complex network
  • controllability robustness
  • optimization

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