• Title of article

    GDF v2.0, an enhanced version of GDF Original Research Article

  • Author/Authors

    Ioannis G. Tsoulos، نويسنده , , Dimitris Gavrilis، نويسنده , , Evangelos Dermatas، نويسنده ,

  • Issue Information
    دوهفته نامه با شماره پیاپی سال 2007
  • Pages
    2
  • From page
    976
  • To page
    977
  • Abstract
    An improved version of the function estimation program GDF is presented. The main enhancements of the new version include: multi-output function estimation, capability of defining custom functions in the grammar and selection of the error function. The new version has been evaluated on a series of classification and regression datasets, that are widely used for the evaluation of such methods. It is compared to two known neural networks and outperforms them in 5 (out of 10) datasets.
  • Keywords
    Function approximation , Genetic programming , Stochastic methods , Grammatical evolution
  • Journal title
    Computer Physics Communications
  • Serial Year
    2007
  • Journal title
    Computer Physics Communications
  • Record number

    1137364