85 citations · 458 across the 12 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
eess.SY2019★ 39 cited
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…
eess.SY2019★ 85 cited
Predicting Network Controllability Robustness: A Convolutional Neural Network Approach
Yang Lou, Yaodong He, Lin Wang +1
Network controllability measures how well a networked system can be controlled to a target state, and its robustness reflects how well the system can maintain the controllability a…
cs.NE2019★ 1 cited
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…