GDF: A tool for function estimation through grammatical evolution

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 :Rn 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. Program summary Title of program: GDF Catalogue identifier: ADXC Program obtainable from: CPC Program Library, Queen's University of Belfast, N. Ireland Program summary URL: http://cpc.cs.qub.ac.uk/summaries/ADXC Computer for which the program is designed and others on which is has been tested: The tool is designed to be portable in all systems running the GNU C++ compiler Installation: University of Ioannina and University of Patras, Greece Programming language used: GNU-C++ Memory required to execute with typical data: 200 KB No....

• Type: Journal
• Year: 2006
• Where: CPHYSICS
• Authors: Ioannis G. Tsoulos, Dimitris Gavrilis, Evangelos Dermatas
• Keywords: CPHYSICS 2006, Genetic Programming, Program Summary, Symbolic Regression Problem