In this talk, we introduce the basic notion of pinning control for complex dynamical networks, and study the network controllability. Then, we discuss the robustness of the network controllability against malicious destructive attacks. Finally, we describe a machine learning approach to optimizing the network structure toward strong controllability robustness.
Professor Chen is the “Shun Hing Education and Charity Fund Chair Professor in Engineering” at the City University of Hong Kong. He was elected IEEE Fellow in 1997 and conferred Honorary Doctor Degrees by the Saint Petersburg State University, Russia in 2011 and by the University of Normandy, France in 2014. He is a Member of the Academia Europaea and a Fellow of The World Academy of Sciences.