• DocumentCode
    420449
  • Title

    An evolutionary approach for multi-objective optimization of nonlinear microwave circuits

  • Author

    Brito, Leonardo C. ; De Carvalho, Paulo H P

  • Author_Institution
    Dept. de Engenharia Eletrica, Brasilia Univ., Brazil
  • Volume
    2
  • fYear
    2004
  • fDate
    6-11 June 2004
  • Firstpage
    949
  • Abstract
    This paper presents an evolution-based (or genetic) stochastic approach applied to simulation-based optimizations of multiple figures of merit of nonlinear circuit models. The dynamics of the evolutionary method allows for a robust search of the optimal set of non-inferior solutions (Pareto front of the problem), i.e., it tries to achieve the best trade-off curves of the problem. An example shows the robustness of the proposed approach as well as its capacity of achieving sets of solutions with good diversity.
  • Keywords
    Pareto optimisation; circuit simulation; circuit stability; genetic algorithms; microwave amplifiers; stochastic processes; Pareto front problem; genetic stochastic method; multiobjective optimization; noninferior solutions; nonlinear microwave circuits; optimal set; robust search; simulation based optimizations; trade off curves; Algorithm design and analysis; Circuit simulation; Evolutionary computation; Genetic algorithms; Microwave circuits; Nonlinear circuits; Optimization methods; Robustness; Steady-state; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwave Symposium Digest, 2004 IEEE MTT-S International
  • ISSN
    0149-645X
  • Print_ISBN
    0-7803-8331-1
  • Type

    conf

  • DOI
    10.1109/MWSYM.2004.1339134
  • Filename
    1339134