This dissertation investigates the on-line ADP techniques for the feedback control systems and provides novel methods to solve several existing problems in this field. Specifically, the improvement and the original contribution of this dissertation can be summarized from algorithms, architectures, and applications, respectively.
A DISSERTATION SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF. Major Professor Dr. Victor Fay-Wolfe Dr. Timothy Henry Dr. Haibo He Nasser H. Zawia DEAN OF THE GRADUATE SCHOOL UNIVERSITY OF RHODE ISLAND 2012. ABSTRACT During the process of investigating a computing device, law enforcement officers. entire graduate.
The design of robust controllers for continuous-time (CT) non-linear systems with completely unknown non-linearities is a challenging task. The inability to accurately identify the non-linearities online or offline motivates the design of robust controllers using adaptive dynamic programming (ADP). In this study, an ADP-based robust neural control scheme is developed for a class of unknown CT.
I am an Assistant Professor at the Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, Canada. My research is interested in the smartness, security, and resilience of smart grids, smart cities, and other critical infrastructures in the wake of Internet-of-Things and Artificial Intelligence.
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Haibo He and Edwardo A. Garcia. 2009. Learning from Imbalanced Data. IEEE Transactions on Knowledge and Data Engineering 21, 9 (Sept 2009), 1263--1284. Google Scholar Digital Library; Yoonhyuk Jung, Seongcheol Kim, and Boreum Choi. 2016. Consumer Valuation of the Wearables: The Case of Smartwatches. Computers in Human Behavior 63 (2016), 899.