• DocumentCode
    2329617
  • Title

    A genetic algorithm used to fit Debye functions to the dielectric properties of tissues

  • Author

    Clegg, Janet ; Robinson, Martin P.

  • Author_Institution
    Electron. Dept., Univ. of York, York, UK
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    This paper describes the use of a genetic algorithm to fit multi-Debye functions to the dielectric properties of body tissue. The most accurate models of body tissue at present are multi Cole-Cole functions. The Cole-Cole functions include an additional parameter which improves the agreement of the model with real measured tissue data, but this additional parameter makes the input of these functions within computer simulations difficult. The Debye functions can be input into computer simulations easily. In this work an equally good model as the Cole-Cole model is achieved simply by using additional Debye functions within the multi-Debye model of the tissue data. This enables body tissue data to be easily implemented within time domain models.
  • Keywords
    bioelectric phenomena; biological effects of radiation; biological tissues; dielectric properties; genetic algorithms; medical computing; Cole-Cole functions; Debye function; body tissue; dielectric properties; genetic algorithm; time domain model; Computational modeling; Data models; Dielectrics; Mathematical model; Muscles; Permittivity; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2010 IEEE Congress on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-6909-3
  • Type

    conf

  • DOI
    10.1109/CEC.2010.5586253
  • Filename
    5586253