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

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@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