Title :
GA-optimized multimode intelligent controller
Author :
GUO, Chen ; Kwok, D.P. ; Tam, P.K.S. ; Yu, Jingzhe
Author_Institution :
Marine Eng. Coll., Dalian Maritime Univ., China
Abstract :
This paper describes the application of genetic algorithms (GAs) to a GA-optimized fuzzy-PID controller. GAs are utilized to automatically optimize the parameters of multimode controllers for cargo ships and industrial process controlled plants. Simulation results demonstrate that this GA-based approach is beneficially complementary to some classic methods
Keywords :
control system synthesis; fuzzy control; genetic algorithms; intelligent control; optimal control; process control; ships; three-term control; automatic parameters optimization; cargo ships; genetic algorithms; industrial process controlled plants; multimode intelligent controller; optimized fuzzy-PID controller; Automatic control; Control systems; Force control; Fuzzy logic; Genetics; Lighting control; Optimal control; Process control; Steady-state; Three-term control;
Conference_Titel :
Industrial Electronics, Control and Instrumentation, 1997. IECON 97. 23rd International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3932-0
DOI :
10.1109/IECON.1997.671071
