• DocumentCode
    3083501
  • Title

    Genetic algorithms and optimal control problems

  • Author

    Michalewicz, Zbigniew ; Krawczyk, Jacek B. ; Kazemi, Mohammad ; Janikow, Cezary Z.

  • Author_Institution
    Dept. of Comput. Sci., North Carolina Univ., Charlotte, NC, USA
  • fYear
    1990
  • fDate
    5-7 Dec 1990
  • Firstpage
    1664
  • Abstract
    The application of the genetic algorithm to discrete-time optimal control problems is studied. The numerical results obtained are compared with a system for construction and solution of large and complex mathematical programming models, GAMS. It is shown that while GAMS appears to work well only for linear-quadratic optimal control problems or problems with a short horizon, the genetic algorithm applies to more general problems and appears to be competitive with search-based methods
  • Keywords
    discrete time systems; genetic algorithms; optimal control; discrete-time optimal control; genetic algorithm; mathematical programming models; Algorithm design and analysis; Biological cells; Dynamic programming; Genetic algorithms; Mathematical model; Mathematical programming; Optimal control; Optimization methods; Packaging; Wire;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
  • Conference_Location
    Honolulu, HI
  • Type

    conf

  • DOI
    10.1109/CDC.1990.203904
  • Filename
    203904
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3083501