Robustness of interdependent directed higher-order networks against cascading failures

作者全名：Zhao, Dandan; Ling, Xianwen; Peng, Hao; Zhong, Ming; Han, Jianmin; Wang, Wei

作者地址：[Zhao, Dandan; Ling, Xianwen; Peng, Hao; Zhong, Ming; Han, Jianmin] Zhejiang Normal Univ, Coll Comp Sci & Technol, Jinhua 321004, Zhejiang, Peoples R China; [Peng, Hao] Shanghai Key Lab Integrated Adm Technol Informat S, Shanghai 200240, Peoples R China; [Wang, Wei] Chongqing Med Univ, Sch Publ Hlth, Chongqing 400016, Peoples R China

通信作者：Wang, W (通讯作者)，Chongqing Med Univ, Sch Publ Hlth, Chongqing 400016, Peoples R China.

来源：PHYSICA D-NONLINEAR PHENOMENA

ESI学科分类：PHYSICS

WOS号：WOS:001207048300001

JCR分区：Q1

影响因子：2.7

年份：2024

卷号：462

期号：　

开始页：　

结束页：　

文献类型：Article

关键词：Higher-order networks; Percolation; Phase transition

摘要：In the real world, directed networks are not just constructed as pairs of directed interactions, but also occur in groups of three or more nodes that form the higher-order structure of the network. From social networks to biological networks, there is growing evidence that real-world systems connect the functional relationships of multiple systems through interdependence. To understand the robustness of interdependent directed higherorder networks, we propose a new theoretical framework to model and analyze the robustness of such networks under random failures by percolation theory. We find that adding higher-order edges makes the network more vulnerable which quantifies and compares by two criteria: the size of the giant connected components and the percolation threshold. Increasing the hyperdegree distribution of heterogeneity or the hyperedge cardinality distribution of heterogeneity in interdependent directed higher-order networks will also make the network more vulnerable. Interestingly, the phase transition type changes from continuous to discontinuous with the increase of coupling strength, and partially interdependent directed higher-order networks exist hybrid phase transition. Moreover, by applying our theoretical analysis to real interdependent directed higher-order networks further validated our conclusion, it has implications for the design of flexible complex systems.

基金机构：National Natural Science Foundation of China [62072412, 61902359, 61702148, 61672468]; Opening Project of Shanghai Key Laboratory of Integrated Administration Technologies for Information Security [AGK2018001]; Natural Science Foundation of Zhejiang Pvovince, China [LD24F020002]; Program for Youth Innovation in Future Medicine, Chongqing Medical University [W0150]; Natural Science Foundation of Chongqing; [cstc2021jcyj- msxmX0132]

基金资助正文：This work was supported by the National Natural Science Foundation of China under grant nos. 62072412, 61902359, 61702148, and 61672468, the Opening Project of Shanghai Key Laboratory of Integrated Administration Technologies for Information Security under grant AGK2018001, the Natural Science Foundation of Zhejiang Pvovince, China, under No. LD24F020002, the Program for Youth Innovation in Future Medicine, Chongqing Medical University, No. W0150 and the Natural Science Foundation of Chongqing, No. cstc2021jcyj- msxmX0132.