TY - GEN
T1 - GA based automatic design and optimization of QFT controller
AU - Wang, Qingwei
AU - Liu, Zhenghua
AU - Er, Lianjie
PY - 2006
Y1 - 2006
N2 - QFT can provide robust control for plants with large uncertainties. Since manual design with the help of QFT box in Matlab is complicated and even unsolvable and existent automatic design methods are limited in optimization. Based on genetic algorithm (GA), a more effective automatic design methodology of QFT robust controller is proposed. Some new optimization indexes are adopted, so the design method is more mature. To obtain good performance of the controller in a relatively short time, the manual design and the automatic design are combined to form the optimization of QFT controller based on GA. Compared with the results of manual design and other automatic design methods, the performance of the QFT controller designed by this method is better and the efficiency of searching scheme is high. It is an automatic and optimal design method for QFT robust controller.
AB - QFT can provide robust control for plants with large uncertainties. Since manual design with the help of QFT box in Matlab is complicated and even unsolvable and existent automatic design methods are limited in optimization. Based on genetic algorithm (GA), a more effective automatic design methodology of QFT robust controller is proposed. Some new optimization indexes are adopted, so the design method is more mature. To obtain good performance of the controller in a relatively short time, the manual design and the automatic design are combined to form the optimization of QFT controller based on GA. Compared with the results of manual design and other automatic design methods, the performance of the QFT controller designed by this method is better and the efficiency of searching scheme is high. It is an automatic and optimal design method for QFT robust controller.
UR - https://www.scopus.com/pages/publications/33750946809
M3 - 会议稿件
AN - SCOPUS:33750946809
SN - 0780393953
SN - 9780780393950
T3 - 1st International Symposium on Systems and Control in Aerospace and Astronautics
SP - 1184
EP - 1188
BT - 1st International Symposium on Systems and Control in Aerospace and Astronautics
T2 - 1st International Symposium on Systems and Control in Aerospace and Astronautics
Y2 - 19 January 2006 through 21 January 2006
ER -