• DocumentCode
    1698748
  • Title

    Adaptive population disappearance genetic algorithm for electromagnetic devices optimization

  • Author

    Chen, Tanggong ; Wang, Youhua ; Pang, Lingling ; Lu, Dianli ; Hou, Shuping

  • Author_Institution
    Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, an adaptive population disappearance genetic algorithm called APDGA is presented. APDGA enlightened by the phenomenon of mutation and disaster in the biology evolutionary process can improve the population distribution, restrain premature convergence and enhance the ability of whole convergence. This method is applied to electromagnetic device optimization successfully. Simulation shows that the performance of this algorithm is better than that of genetic algorithm. It is a potential optimization algorithm.
  • Keywords
    electromagnetic devices; genetic algorithms; adaptive population disappearance; biology evolutionary process; electromagnetic devices; genetic algorithm; optimization; Adaptive control; Algorithm design and analysis; Convergence; Electromagnetic devices; Electromagnetic fields; Evolution (biology); Genetic algorithms; Genetic mutations; Programmable control; Reliability theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Congress, 2008. WAC 2008. World
  • Conference_Location
    Hawaii, HI
  • Print_ISBN
    978-1-889335-38-4
  • Electronic_ISBN
    978-1-889335-37-7
  • Type

    conf

  • Filename
    4699138