Advanced Optimal Control and Applications Involving Critic Intelligence
thg 1 2023 · Intelligent Control and Learning Systems Sách 6 · Springer Nature
Sách điện tử
274
Trang
reportĐiểm xếp hạng và bài đánh giá chưa được xác minh Tìm hiểu thêm
Giới thiệu về sách điện tử này
This book intends to report new optimal control results with critic intelligence for complex discrete-time systems, which covers the novel control theory, advanced control methods, and typical applications for wastewater treatment systems. Therein, combining with artificial intelligence techniques, such as neural networks and reinforcement learning, the novel intelligent critic control theory as well as a series of advanced optimal regulation and trajectory tracking strategies are established for discrete-time nonlinear systems, followed by application verifications to complex wastewater treatment processes. Consequently, developing such kind of critic intelligence approaches is of great significance for nonlinear optimization and wastewater recycling. The book is likely to be of interest to researchers and practitioners as well as graduate students in automation, computer science, and process industry who wish to learn core principles, methods, algorithms, and applications in the field of intelligent optimal control. It is beneficial to promote the development of intelligent optimal control approaches and the construction of high-level intelligent systems.
Giới thiệu tác giả
Ding Wang (Senior Member, IEEE) received the Ph.D. degree in control theory and control engineering from Institute of Automation, Chinese Academy of Sciences, Beijing, China, in 2012. From 2015 to 2017, he was Visiting Scholar at the Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kingston, RI, USA. He was Associate Professor at The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences. He is currently Professor at the Faculty of Information Technology, Beijing University of Technology. He has authored or co-authored over 120 journal and conference papers and four monographs. His current research interests include adaptive critic control with industrial applications, reinforcement learning, and intelligent systems. Dr. Wang was a recipient of the Excellent Doctoral Dissertation Award of Chinese Academy of Sciences in 2013 and a nomination of the Excellent Doctoral Dissertation Award of Chinese Association of Automation in 2014. He was selected for the Young Elite Scientists Sponsorship Program by the China Association for Science and Technology in 2017 and also selected for the Youth Innovation Promotion Association of the Chinese Academy of Sciences in 2018. He was Finance Chair of the 12th World Congress on Intelligent Control and Automation in 2016 and Publications Chair of the 24th International Conference on Neural Information Processing in 2017. He currently or formerly serves as Associate Editor of IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, Neural Networks, International Journal of Robust and Nonlinear Control, Neurocomputing, and Acta Automatica Sinica. Mingming Ha received the B.E. and M.E. degrees from the School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China, in 2016 and 2019, respectively, where he is currently pursuing the Ph.D. degree in control science and engineering. His research interests include optimal control, adaptive dynamic programming, and reinforcement learning.
Mingming Zhao received the B.E. degree in automation from Henan Polytechnic University, Jiaozuo, China, in 2019, and the M.E. degree in control engineering from the Beijing University of Technology, Beijing, China, in 2022, where he is currently pursuing the Ph.D. degree in control science and engineering. His research interest covers reinforcement learning and intelligent control.
Mingming Zhao received the B.E. degree in automation from Henan Polytechnic University, Jiaozuo, China, in 2019, and the M.E. degree in control engineering from the Beijing University of Technology, Beijing, China, in 2022, where he is currently pursuing the Ph.D. degree in control science and engineering. His research interest covers reinforcement learning and intelligent control.
Xếp hạng sách điện tử này
Cho chúng tôi biết suy nghĩ của bạn.
Đọc thông tin
Điện thoại thông minh và máy tính bảng
Cài đặt ứng dụng Google Play Sách cho Android và iPad/iPhone. Ứng dụng sẽ tự động đồng bộ hóa với tài khoản của bạn và cho phép bạn đọc trực tuyến hoặc ngoại tuyến dù cho bạn ở đâu.
Máy tính xách tay và máy tính
Bạn có thể nghe các sách nói đã mua trên Google Play thông qua trình duyệt web trên máy tính.
Thiết bị đọc sách điện tử và các thiết bị khác
Để đọc trên thiết bị e-ink như máy đọc sách điện tử Kobo, bạn sẽ cần tải tệp xuống và chuyển tệp đó sang thiết bị của mình. Hãy làm theo hướng dẫn chi tiết trong Trung tâm trợ giúp để chuyển tệp sang máy đọc sách điện tử được hỗ trợ.
