• DocumentCode
    478063
  • Title

    Application of Hyperplane Real Coding Genetic Algorithm in Economic Operation for Pump Station

  • Author

    Duan, Chun-qing ; Chen, Xiao-nan ; Qiu, Lin ; Zhang, Hong-bo

  • Author_Institution
    Beijing Normal Univ., Beijing
  • Volume
    1
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    557
  • Lastpage
    560
  • Abstract
    In order to overcome the deficit of traditional real coding genetic algorithm for the optimization question with equality constraint, hyperplane real coding genetic algorithm is suggested. All genetic operations are constrained into a hyperplane. The new algorithm is used in real projects. Apply the new method into economic operation for pump station, and result shows that hyperplane real coding genetic algorithm is not only simple, but also accurate. Because equality constraints are often involved in optimization models for resources allocation, it is significant to spread the improved genetic algorithm.
  • Keywords
    genetic algorithms; power generation economics; pumping plants; economic pump station operation; equality constraint; hyperplane real coding genetic algorithm; Adaptive algorithm; Code standards; Computer applications; Constraint optimization; Convergence; Genetic algorithms; Genetic mutations; Power generation economics; Resource management; Water conservation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.154
  • Filename
    4666907