可控性
稳健性(进化)
数学
复杂网络
拓扑(电路)
动力系统理论
简单复形
抽象单纯形复合体
网络可控性
纯数学
单纯形流形
单纯形同调
计算机科学
订单(交换)
网络拓扑
单纯形逼近定理
学位分布
网络结构
理论计算机科学
数学优化
作者
Linying Xiang,Zhiyao Xing,Fei Chen
标识
DOI:10.1109/tcyb.2026.3665624
摘要
This article explores the controllability robustness of simplicial complexes under both node-based and edge-based attacks. By considering network topology, dynamical properties, and higher order interactions, we propose a universal nodal dynamical model applicable to simplicial complexes of arbitrary dimensions. Quantitative analysis reveals that both the quantity and spatial distribution of 2-simplices play a pivotal role in regulating the robustness of network controllability. These results highlight the critical impact of second-order interaction structures on network robustness and suggest that the underlying mechanisms, such as higher order topological connectivity and dynamical synergy, can be extended to elucidate how higher dimensional $q$ -simplices ( $q\gt 2$ ) influence controllability robustness.
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