Title :
A knowledge-based learning system for H∞ control system design
Author :
Ngai, M.W. ; Hung, Y.S. ; Pang, G.K.H.
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., Hong Kong
Abstract :
A knowledge-based approach to H∞ computer-aided control system design is considered. The system is made up of a knowledge-based expert system and a learning system. The knowledge structure comprising a design knowledge base, a general knowledge base and a meta-knowledge base is proposed to facilitate learning. Two different learning strategies, learning through critic and learning-from-discovery, are considered for refining the design knowledge base
Keywords :
H∞ control; control system CAD; knowledge based systems; learning (artificial intelligence); learning systems; H∞ control system design; control system CAD; design knowledge base; expert system; general knowledge base; knowledge-based systems; learning system; learning through critic; learning-from-discovery; meta-knowledge base; Control system synthesis; Control systems; Feedback; Frequency; Learning systems; Process design; Robust control; Robust stability; Robustness; Transfer functions;
Conference_Titel :
Computer-Aided Control System Design, 1996., Proceedings of the 1996 IEEE International Symposium on
Conference_Location :
Dearborn, MI
Print_ISBN :
0-7803-3032-3
DOI :
10.1109/CACSD.1996.555190
