• DocumentCode
    1428014
  • Title

    A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics

  • Author

    Coelho, Leandro Dos S ; Afonso, Leonardo D. ; Alotto, Piergiorgio

  • Author_Institution
    Autom. & Syst. Lab., Pontifical Catholic Univ. of Parana, Curitiba, Brazil
  • Volume
    48
  • Issue
    2
  • fYear
    2012
  • Firstpage
    579
  • Lastpage
    582
  • Abstract
    Recently, a new kind of socio-politically motivated global search metaheuristic called imperialist competitive algorithm (ICA) was proposed. ICA is based on a form of imperialistic competition in which the populations are represented by countries divided among imperialists and colonies. In this paper, a modified ICA (MICA) approach based on concepts of attraction and repulsion between the colony and its imperialist is introduced during the search for better solutions. A brushless direct current wheel motor benchmark problem is used to investigate the performance of the classical ICA and the proposed MICA and results are shown to be competitive with those of other well-established optimization methods.
  • Keywords
    electromagnetic waves; evolutionary computation; optimisation; physics computing; ICA; brushless direct current wheel motor benchmark problem; electromagnetics; imperialist competitive algorithm; modified ICA; optimization; optimization methods; Benchmark testing; Brushless DC motors; Electromagnetics; Optimization; Wheels; Electromagnetics; evolutionary computation; optimization;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2011.2172400
  • Filename
    6136587