山东科学2024，Vol.37Issue(2)：85-96,12.DOI:10.3976/j.issn.1002-4026.20230179
复杂网络中的级联失效研究进展
Research progress on cascading failures in complex networks
摘要
Abstract
With the development of network science and the emergence of complex systems theory,scholars have embarked on in-depth research on the structural and dynamic properties of complex networks.Among the dynamic properties of complex networks,cascading failures,as one of the most important research areas,describe a situation where a fault or error in a system or process leads to the failures of other related components or links.Various models and recovery strategies have been proposed for cascading failures in complex networks.This study analyzes the mechanisms of cascading failures,provides a comprehensive summary on the development of domestic and international cascading failure in complex networks,outlines the recovery strategies for addressing cascading failures,and highlights the existing issues and shortcomings in current research,providing valuable insights for future studies.关键词
级联失效/复杂网络/多层网络/传播特性/恢复策略/渗流/网络鲁棒性Key words
cascading failure/complex networks/multilayer networks/propagation properties/recovery strategies/percolation/network robustness分类
信息科学与系统科学引用本文复制引用
张渡淯,吴建军,杨欣,马智傲,朱天雷..复杂网络中的级联失效研究进展[J].山东科学,2024,37(2):85-96,12.基金项目
中央高校基本科研业务费(2021RC237) （2021RC237）
