• DocumentCode
    1102375
  • Title

    Structural system identification using genetic programming and a block diagram oriented simulation tool

  • Author

    Gray, G.J. ; Li, Y. ; Murray-Smith, D.J. ; Sharman, K.C.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Glasgow Univ., UK
  • Volume
    32
  • Issue
    15
  • fYear
    1996
  • fDate
    7/18/1996 12:00:00 AM
  • Firstpage
    1422
  • Lastpage
    1424
  • Abstract
    Genetic programming can be used for structural optimisation. Combined with a hybrid simplex/simulated annealing algorithm, it is applied to the identification of nonlinear dynamic models from simulated experimental data. Nonlinear models similar to the original test model of the system are identified, yielding both correct structures and accurate parameters
  • Keywords
    genetic algorithms; identification; nonlinear dynamical systems; simulated annealing; simulation; block diagram; genetic programming; hybrid simplex/simulated annealing algorithm; nonlinear dynamic model; simulation tool; structural optimisation; structural system identification;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19960888
  • Filename
    511160
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1102375