Synthesis of low-sensitivity second-order digital filters using genetic programming with automatically defined functions

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{uesaka:2000:sl2df,
  author =       "Kazuyoshi Uesaka and Masayuki Kawamata",
  title =        "Synthesis of low-sensitivity second-order digital
                 filters using genetic programming with automatically
                 defined functions",
  journal =      "IEEE Signal Processing Letters",
  year =         "2000",
  volume =       "7",
  number =       "4",
  pages =        "83--85",
  month =        apr,
  keywords =     "genetic algorithms, genetic programming, IIR filters,
                 second-order digital filters, automatically defined
                 functions, IIR digital filter, filter synthesis method,
                 S-expressions, fitness measure, magnitude sensitivity,
                 low coefficient sensitivity filters, ADF",
  ISSN =         "1070-9908",
  URL =          "http://ieeexplore.ieee.org/iel5/97/18028/00833004.pdf",
  abstract =     "This letter proposes a synthesis method for low
                 coefficient sensitivity second-order IIR digital filter
                 structures using genetic programming with automatically
                 defined functions (GP-ADF). In this letter, digital
                 filter structures are represented as S-expressions with
                 subroutines. It is easy to generate syntactically valid
                 S-expressions and perform the genetic operations,
                 because the representation is suitable for GP. A
                 numerical example uses the fitness measure, including
                 the magnitude sensitivity, and demonstrates that the
                 proposed method can synthesize efficiently very low
                 coefficient sensitivity filter structures.",
}

Genetic Programming entries for Kazuyoshi Uesaka Masayuki Kawamata

Citations