• DocumentCode
    1088427
  • Title

    Robust control design via eigenstructure assignment, genetic algorithms and gradient-based optimisation

  • Author

    Patton, R.J. ; Liu, G.P.

  • Author_Institution
    Dept. of Electron., York Univ., UK
  • Volume
    141
  • Issue
    3
  • fYear
    1994
  • fDate
    5/1/1994 12:00:00 AM
  • Firstpage
    202
  • Lastpage
    208
  • Abstract
    The paper presents a new approach for robust control design of multivariable systems via eigenstructure assignment, genetic algorithms and gradient-based optimisation. It takes the combination of the sensitivity and the complementary sensitivity functions of the closed-loop system as the robust control performance index. The gradient calculation of the performance index is described in detail for the closed-loop system with real and complex eigenvalues. The paper makes full use of the freedom provided by eigenstructure assignment to find a controller which stabilises the closed-loop system and minimises the performance index via the combination of genetic algorithms and gradient-based optimisation. The simulation results for the design of a lateral flight control system provide a tutorial demonstration of the power of the method
  • Keywords
    aerospace control; control system synthesis; eigenvalues and eigenfunctions; feedback; genetic algorithms; multivariable control systems; optimisation; performance index; sensitivity analysis; stability; closed-loop system; complementary sensitivity functions; eigenstructure assignment; genetic algorithms; gradient-based optimisation; lateral flight control system; multivariable systems; robust control design; robust control performance index;
  • fLanguage
    English
  • Journal_Title
    Control Theory and Applications, IEE Proceedings -
  • Publisher
    iet
  • ISSN
    1350-2379
  • Type

    jour

  • DOI
    10.1049/ip-cta:19941093
  • Filename
    285791