CMU Artificial Intelligence Repository
GENlib: Genetic Algorithms and Neural Networks
areas/genetic/ga/systems/genlib/
This directory contains a library of functions for Genetic
Algorithms together with two applications of this library to
train Neural Networks.
The first one, called "cosine", uses a genetic algorithm to train a
simple three layer Feed-Forward network to work as a cosine-function.
This task is very difficult to train for a Backprop-Algorithm while
the Genetic Algorithm produces good results. The second one, called
"vartop", is developing a Neural Network to perform the XOR-function.
This is done with two Genetic Algorithms, the first one develops the
topology of the network, and the second one adjusts the weigths.
Origin:
ftp.neuro.informatik.uni-kassel.de:/pub/NeuralNets/GA-and-NN/
Version: 0.1b (29-JUL-94)
Requires: C
Ports: Tested on IBM RS/6000 and IBM PCs.
Copying: Copyright (c) 1994 by Jochen Ruhland.
May be used for academic research and educational purposes only.
Commercial and non-academic purposes require written
permission of the author.
If you find this software useful, please send the author
a short note or postcard.
Updated: Thu Oct 13 18:23:40 1994
CD-ROM:
Author(s): Jochen Ruhland
FG Neuronale Netzwerke / Uni Kassel
Heinrich-Plett-Str. 40
D-34132 Kassel
Tel: +49-561-804-4376 FAX: -4244
Keywords:
Authors!Ruhland, C!Code, GANN, GENlib, Genetic Algorithms,
Neural Networks
Contains:
?
References: ?
Last Web update on Mon Feb 13 10:23:00 1995
AI.Repository@cs.cmu.edu