• DocumentCode
    874264
  • Title

    A particle swarm optimization method with enhanced global search ability for design optimizations of electromagnetic devices

  • Author

    Ho, S.L. ; Yang, Shiyou ; Ni, Guangzheng ; Wong, H.C.

  • Author_Institution
    Dept. of Electr. Eng., Hong Kong Polytech. Univ.
  • Volume
    42
  • Issue
    4
  • fYear
    2006
  • fDate
    4/1/2006 12:00:00 AM
  • Firstpage
    1107
  • Lastpage
    1110
  • Abstract
    Based on the refinement successes to particle swarm optimization (PSO) methods, which include, namely, the introduction of an age variable, the proposal of new selection strategies to find the best solutions of the particle as well as for its neighbors, the design of a novel formula for velocity updating, the incorporation of an intensification search phase, and so on, an improved PSO method is presented. The experimental results reported indicate that the refined pinpointing search ability and the global search ability of the proposed method are significantly improved when compared to those of conventional PSOs
  • Keywords
    electromagnetic devices; particle swarm optimisation; search problems; design optimizations; electromagnetic devices; global search ability; particle swarm optimization; Design optimization; Educational institutions; Electromagnetic devices; Helium; Instruction sets; Optimization methods; Particle swarm optimization; Proposals; Refining; Stochastic processes; Global optimization; metaheuristic algorithm; particle swarm optimization (PSO); stochastic method;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2006.871426
  • Filename
    1608404