DocumentCode
1561130
Title
GP-based on-line design of optimal control law
Author
Zaiyue, Yang ; Meisheng, Xue ; Guojuan, Luo ; Gang, Wu ; Demin, Sun
Author_Institution
Dept. of Autom., China Univ. of Sci. & Technol., Anhui, China
Volume
3
fYear
2004
Firstpage
2405
Abstract
A novel control strategy is proposed, which first models the plant by on-line identification, then searches the current optimal control law and calculates control variable by GP. The optimal control law can be automatically produced by GP with specified objectives, avoiding the work of designing and tuning control laws. A good performance is obtained when applied to an electrical oven temperature system.
Keywords
control system synthesis; genetic algorithms; least squares approximations; optimal control; ovens; control variable; electrical oven temperature system; genetic programming based online design; least square method; online identification; optimal control law; Automatic control; Design automation; Diversity methods; Electric variables control; Electronic mail; Least squares methods; Optimal control; Ovens; Sun; Temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1342025
Filename
1342025
Link To Document