Title :
The optimization of T-S fuzzy model feedback control matrix based on Genetic Arithmetic
Author :
Xijin, Guo ; Xianlin, Zhao
Author_Institution :
Coll. of Inf. & Electr. Eng., China Univ. of Min. & Technol., Jiangsu, China
Abstract :
Aiming at control system T-S fuzzy model, the optimal solution cannot be obtained through LMI: it only finds a solution in solution space, but cannot ensure optimal. In this paper, Genetic Arithmetic is applied to T-S fuzzy model, searching the optimal solution in solution spare. An optimal feedback control matrix is obtained through Genetic Arithmetic in inverse pendulum control system. The simulation results show the proposed method is valid.
Keywords :
feedback; fuzzy control; genetic algorithms; T-S model; feedback control matrix; fuzzy control; genetic arithmetic; inverse pendulum control; optimal control; Arithmetic; Automatic control; Feedback control; Fuzzy control; Fuzzy sets; Fuzzy systems; Genetics; Nonlinear systems; Optimal control; Space technology;
Conference_Titel :
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN :
0-7803-7490-8
DOI :
10.1109/TENCON.2002.1182605