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
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
Journal title :
Computer Physics Communications