Title :
Research and Simulation of Fuzzy Controller Design Based on Particle Swarm Optimization
Author :
Zhang, Yufei ; Dang, Zhiyan ; Wei, Jie
Author_Institution :
Tianjin Navigation Instrum. Res. Inst.
Abstract :
When complexity of control object is increased, the design of fuzzy controller becomes difficult by experts experience. A new design method of fuzzy controller by particle swarm optimization (PSO) is supposed, which can optimize rules and membership functions of fuzzy controller simultaneously. When this fuzzy controller design method is applied to a second order system, the result of simulation improved its validity
Keywords :
control system synthesis; fuzzy control; particle swarm optimisation; fuzzy controller design; membership function; particle swarm optimization; rule optimization; second order system; Design methodology; Design optimization; Educational institutions; Fuzzy control; Fuzzy systems; Instruments; Intelligent control; Navigation; Niobium; Particle swarm optimization; PSO; fuzzy controller; optimization and design;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713073
