This book introduces Multi-objective design methods to solve Multi-objective optimization problems (MOPs) of linear/non-linear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed to equivalent LMIs-constrained MOPs. Corresponding reverse-order LMIs-constrained MOEA algorithms are introduced to solve LMIs-constrained MOPs using MATLAB(R). All the proposed design methods are based on rigorous theoretical results and their applications are focused on more practical engineering design examples.
Features:
- Discuss multi-objective optimization from engineer's perspective.
- Contains the theoretic design methods of multi-objective optimization schemes.
- Includes wide spectrum of recent research topics in control design, especially for stochastic mean field stochastic diffusion problems.
- Covers practical applications in each chapter, like missile guidance design, economic and financial system, power control tracking, minimization design in communication and so forth.
- Explores practical multi-objective optimization design examples in control, signal processing, communication, and cyber-financial systems.
This book is aimed researchers and graduate students in electrical engineering, control design, optimization.
About the Author: Dr. Bor-Sen Chen received B.S. degree in electrical engineering from Tatung Institute of Technology, Taipei, Taiwan, in 1970, and M.S. degree of geophysics from the National Central University, Chungli, Taiwan in 1973, and Ph.D degree from University of Southern California, Los Angeles, CA, USA, in 1973. From 1973 to 1987, he had been a lecturer, associate professor, and professor of Tatung Institute of Technology. From 1987, he has been a professor, chair professor and Tsing Hua distinguished chair professor with the Department of Electrical Engineering of National Tsing Hua University, Hsinchu, Taiwan. His research interests include robust control theory and engineering design, robust signal processing and communication system design, and systems biology. He has published more than 340 journal papers, including 150 papers in control, 80 papers in signal processing and communication, and 110 papers in systems biology. He has also published 10 monographs. He was the recipient of numerous awards for his academic accomplishments in robust control, fuzzy control, H∞ control, stochastic control, signal processing and systems biology, including 4 Outstanding Research Awards of National Science Council, Academic Award in Engineering from Ministry of Education, National Chair Professor of the Ministry of Education, Best Impact Award of IEEE Taiwan Section for his most SCI citations of IEEE members in Taiwan, etc. His current research interest focuses on the H∞ team formation network tracking control of large-scale UAVs, large-scale biped robots and their team cooperation, deep neural network (DNN)-based control design of nonlinear dynamic systems, systems medicine design based on design specifications and deep learning schemes, etc. He is a life fellow of IEEE.
