Heuristic synthesis of low coefficient sensitivity second-order digital filters using genetic programming

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

@Article{Uesaka:2001:CDS,
  author =       "K. Uesaka and M. Kawamata",
  title =        "Heuristic synthesis of low coefficient sensitivity
                 second-order digital filters using genetic
                 programming",
  journal =      "IEE Proceedings. Circuits, Devices and Systems",
  year =         "2001",
  volume =       "148",
  number =       "3",
  pages =        "121--125",
  month =        jun,
  keywords =     "genetic algorithms, genetic programming, coefficient
                 sensitivity, computer program, heuristic synthesis,
                 second-order digital filter, circuit CAD, circuit
                 optimisation, digital filters, sensitivity",
  ISSN =         "1350-2409",
  DOI =          "doi:10.1049/ip-cds:20010342",
  size =         "5 pages",
  abstract =     "The authors propose a new approach to the synthesis of
                 low coefficient sensitivity second-order digital filter
                 sections using genetic programming (GP). GP is applied
                 to the synthesis problem by establishing a mapping
                 between the filter structures and computer programs.
                 Genetic operators change the computer programs in order
                 to change the connections between the elements in the
                 filter structures, and consequently change the
                 coefficient sensitivities of those filter structures.
                 The fitness measure that includes the coefficient
                 sensitivities enables the selection operator to choose
                 low sensitivity filter structures. In the paper, two
                 coefficient sensitivity measures are used: the
                 magnitude sensitivity and the relative sensitivity. A
                 numerical example is presented to demonstrate that the
                 sensitivity of the filter synthesised by GP is lower
                 than that of other low coefficient sensitivity filter
                 structures proposed so far",
  notes =        "CODEN: ICDSE7",
}

Genetic Programming entries for Kazuyoshi Uesaka Masayuki Kawamata

Citations