Title of article :
GDF: A tool for function estimation through grammatical evolution Original Research Article
Author/Authors :
Ioannis G. Tsoulos، نويسنده , , Dimitris Gavrilis، نويسنده , , Evangelos Dermatas، نويسنده ,
Issue Information :
دوهفته نامه با شماره پیاپی سال 2006
Abstract :
This article introduces a tool for data fitting that is based on genetic programming and especially on the grammatical evolution technique. The user needs to input a series of points and the accompanied dimensionality n and the tool will produce via the genetic programming paradigm a function image which is an approximate solution to the symbolic regression problem. The tool is entirely written in ANSI C++ and it can be installed in any UNIX system.
Keywords :
Grammatical evolution , Stochastic methods , Genetic programming , Function approximation
Journal title :
Computer Physics Communications
Journal title :
Computer Physics Communications