• DocumentCode
    874280
  • Title

    Simulated annealing with restarts for the optimization of electromagnetic devices

  • Author

    Alfonzetti, Salvatore ; Dilettoso, Emanuele ; Salerno, Nunzio

  • Author_Institution
    Dipt. di Ingegneria Elettrica Elettronica e dei Sistermi, Catania Univ.
  • Volume
    42
  • Issue
    4
  • fYear
    2006
  • fDate
    4/1/2006 12:00:00 AM
  • Firstpage
    1115
  • Lastpage
    1118
  • Abstract
    The simulated annealing (SA) algorithm is often used in the optimization of electromagnetic devices, but in multi-modal continuous problems it may be affected by premature convergence. This paper proposes an improvement to prevent the algorithm from becoming trapped in local minima, called SA with restarts. This algorithm allows an enhancement of performance and a reduction in computing effort, appreciated especially in the optimization of electromagnetic devices, where the single evaluation of an objective function calls for the numerical solution of an electromagnetic field problem
  • Keywords
    electromagnetic devices; simulated annealing; electromagnetic devices optimization; electromagnetic field problem; multimodal continuous problems; simulated annealing algorithm; Computational modeling; Convergence; Electromagnetic devices; Electromagnetic fields; Energy states; Finite element methods; Optimization methods; Simulated annealing; Temperature; Testing; Electromagnetic devices; finite-element methods (FEM); optimization methods; simulated annealing (SA);
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2006.871675
  • Filename
    1608406