• DocumentCode
    2203068
  • Title

    Multiobjective evolutionary structural optimization for system identification and controller design

  • Author

    Braun, Jan ; Krettek, Johannes ; Hoffmann, Frank ; Bertram, Torsten

  • Author_Institution
    Inst. for Control & Syst. Eng., Tech. Univ. Dortmund, Dortmund, Germany
  • fYear
    2010
  • fDate
    17-19 March 2010
  • Firstpage
    9
  • Lastpage
    14
  • Abstract
    This paper presents a multiobjective evolutionary optimization scheme for incremental structural design of solutions. The approach is successfully applied to identification of nonlinear dynamic models and optimal controller design. The experimental results demonstrate that the approach simultaneously identifies the correct nonlinear structure in conjunction with its optimal parameters.
  • Keywords
    control system synthesis; evolutionary computation; identification; nonlinear dynamical systems; optimisation; controller design; multiobjective evolutionary structural optimization; nonlinear dynamic models; system identification; Control systems; Design optimization; Evolutionary computation; Fuzzy systems; Genetics; Interpolation; Nonlinear dynamical systems; Optimization methods; Piecewise linear techniques; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Genetic and Evolutionary Fuzzy Systems (GEFS), 2010 4th International Workshop on
  • Conference_Location
    Mieres
  • Print_ISBN
    978-1-4244-4621-6
  • Electronic_ISBN
    978-1-4244-4622-3
  • Type

    conf

  • DOI
    10.1109/GEFS.2010.5454164
  • Filename
    5454164
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2203068