GDF: A tool for function estimation through grammatical evolution

Published: 01-04-2006| Version 1 | DOI: 10.17632/vwvx6jpyzc.1
Ioannis G. Tsoulos,
Dimitris Gavrilis,
Evangelos Dermatas


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 f : R ^n→ R 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. Title of program: GDF Catalogue Id: ADXC_v1_0 Nature of problem Function estimation through grammatical evolution. Versions of this program held in the CPC repository in Mendeley Data ADXC_v1_0; GDF; 10.1016/j.cpc.2005.11.003 ADXC_v2_0; GDF v2.0; 10.1016/j.cpc.2007.08.008 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)