Genetic Algorithms -- Tools

Genetic Algorithms

Tools

List of EC / GA toolkits, libraries, and APIs. Feel free to use any of the ones listed (or any other toolkits that you might find)....If you do find other useful toolkits, please let me know and I will add them to this page.

C++

EO Evolutionary Computation Framework -- Linux, Mac OSX, Windows (VS), Solaris
GALib -- most platforms (compile from source) -- site has recently been down (as of 09/03/09)
The Genetic Algorithm Utility Library (GAUL) -- Linux, FreeBSD, Solaris, some support for Windows
GPC++ - Genetic Programming C++ Class Library -- most platforms (compile from source)
OpenBEAGLE

Java

JGAP (Java Genetic Algorithms Package)
ECJ -- from George Mason University
EVA2 - Evolutionary Algorithm Workbench
JAGA - Java API for Genetic Algorithms
JAVA GALib

Matlab

Genetic Algorithm and Direct Search Toolbox -- toolbox distributed by makers of Matlab (cost $$$ -- will check if installed on Suns)
Genetic Algorithm Toolbox

Python

PyEvolve (works only with v2.6 and 2.6 of Python)

PERL

AI::Genetic - A pure PERL Genetic Algorithm Implementation

A repository of links to sites related to Evolutionary computing can be found here.

last updated 03/03/11