• DocumentCode
    1211149
  • Title

    Application of a parallel particle swarm optimization scheme to the design of electromagnetic absorbers

  • Author

    Cui, Suomin ; Weile, Daniel S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
  • Volume
    53
  • Issue
    11
  • fYear
    2005
  • Firstpage
    3616
  • Lastpage
    3624
  • Abstract
    The application of parallel (synchronous) particle swarm optimization (PSO) to electromagnetic absorber design is described. Synchronous PSO is a version of PSO that allows for parallelization and hence faster optimization. The velocity updating rule is empirically determined, and a simple approach is presented to improve its robustness. Absorbers designed with the PSO approach are compared with absorbers designed by genetic algorithms (GAs). Numerical results demonstrate that the PSO is able to deliver absorbers with comparable performance to GA-designed absorbers, with much less computational cost.
  • Keywords
    electromagnetic wave absorption; parallel processing; particle swarm optimisation; electromagnetic absorber design; parallel processing; particle swarm optimization; synchronous PSO; Algorithm design and analysis; Birds; Computational efficiency; Convergence; Genetic algorithms; Marine animals; Parallel processing; Particle swarm optimization; Robustness; Stochastic processes; Electromagnetic absorbers; genetic algorithms; optimization; parallel processing; particle swarm optimization;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/TAP.2005.858866
  • Filename
    1528731