• DocumentCode
    1366407
  • Title

    Pareto Optimal Microwave Filter Design Using Multiobjective Differential Evolution

  • Author

    Goudos, Sotirios K. ; Sahalos, John N.

  • Author_Institution
    Dept. of Phys., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
  • Volume
    58
  • Issue
    1
  • fYear
    2010
  • Firstpage
    132
  • Lastpage
    144
  • Abstract
    Microwave filters play an important role in modern wireless communications. A novel method for the design of multilayer dielectric and open loop ring resonator (OLRR) filters under constraints is presented. The proposed design method is based on generalized differential evolution (GDE3), which is a multiobjective extension of differential evolution (DE). GDE3 algorithm can be applied for global optimization to any engineering problem with an arbitrary number of objective and constraint functions. GDE3 is compared against other evolutionary multiobjective algorithms like nondominated sorting genetic algorithm-II (NSGA-II), multiobjective particle swarm optimization (MOPSO) and multiobjective particle swarm optimization with fitness sharing (MOPSO-fs) for a number of microwave filter design cases. In the multilayer dielectric filter design case a predefined database of low loss dielectric materials is used. The results indicate the advantages of this approach and the applicability of this design method.
  • Keywords
    Pareto optimisation; genetic algorithms; microwave filters; resonator filters; GDE3 algorithm; Pareto optimal microwave filter; fitness sharing; multilayer dielectric filter; multiobjective differential evolution; multiobjective particle swarm optimization; nondominated sorting genetic algorithm-II; open loop ring resonator filter; wireless communications; Constraint optimization; Design methodology; Dielectric losses; Microwave filters; Nonhomogeneous media; Optical ring resonators; Particle swarm optimization; Resonator filters; Sorting; Wireless communication; Dielectric filters; Pareto optimization; differential evolution (DE); generalized differential evolution (GDE); microwave filter design; multiobjective optimization (MO); open loop ring resonator (OLRR) filter; particle swarm optimization (PSO);
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/TAP.2009.2032100
  • Filename
    5235094