Title :
A new real-time self-adaptive rule modification algorithm based on error convergence in fuzzy control
Author :
Ying, Huang ; Yongquan, Yu ; Tao, Zeng
Author_Institution :
Coll. of Autom., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
Real-time self-adaptive rule modification algorithm based on error convergence is proposed to improve the performance of fuzzy control system. The principles, algorithm and simulation experiment results of this new fuzzy rule modification method are also given. The simulation results shows that this new rule modification algorithm gives very good effects for fuzzy control system, and has important application value in improving the intelligent level of fuzzy control system.
Keywords :
convergence; fuzzy control; self-adjusting systems; error convergence; fuzzy control; fuzzy rule modification method; intelligent level; real-time self-adaptive rule modification algorithm; Automation; Computer errors; Control systems; Convergence; Error correction; Fuzzy control; Fuzzy systems; Niobium; Nonlinear control systems; Real time systems; Fuzzy algorithm; Fuzzy control system; Real-time; Self-adaptive; Simulation; rule modification;
Conference_Titel :
Industrial Technology, 2005. ICIT 2005. IEEE International Conference on
Print_ISBN :
0-7803-9484-4
DOI :
10.1109/ICIT.2005.1600743
