4 papers
Computing Cliques and Cavities in Networks
Dinghua Shi, Zhifeng Chen, Xiang Sun +4
Complex networks contain complete subgraphs such as nodes, edges, triangles, etc., referred to as simplices and cliques of different orders. Notably, cavities consisting of higher-…
A Framework of Hierarchical Attacks to Network Controllability
Yang Lou, Lin Wang, Guanrong Chen
Network controllability robustness reflects how well a networked dynamical system can maintain its controllability against destructive attacks. This paper investigates the network…
Towards Optimal Robustness of Network Controllability: An Empirical Necessary Condition
Yang Lou, Lin Wang, Kim Fung Tsang +1
To better understand the correlation between network topological features and the robustness of network controllability in a general setting, this paper suggests a practical approa…
On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Yang Lou, Shiu Yin Yuen, Guanrong Chen +1
Restart strategy helps the covariance matrix adaptation evolution strategy (CMA-ES) to increase the probability of finding the global optimum in optimization, while a single run CM…