• DocumentCode
    1627667
  • 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
  • fYear
    1996
  • Firstpage
    14
  • Lastpage
    19
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/CACSD.1996.555190
  • Filename
    555190
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1627667