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A Java implementation of the NEAT algorithm as created by Kenneth O Stanley. Also provides a toolkit for further experiments to be created and can provide both local and distributed learning environments.
NeuroDraughts is a Draughts/Checkers game that teaches itself how to play through self play. It combines an Artificial Neural Network, trained by Temporal Difference Learning using some GeneticAlgorithm style behaviour.
musicomp is a program which most important element is an evolutionary algorithm which uses data mining methods as a fitness function to generate monophone melodies.
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Molevolve is a Java library for running a GeneticAlgorithm to model the 3-dimensional structures of peptide chains from amino-acid sequences. Client code can specify its own peptide chain model, fitness functions and GA operations. Requires JDK 1.5.
The project´s name is Generic GeneticAlgorithm, Its an application that permits the use of a geneticalgorithm skeleton to solve a problem. The language is python. The os Debian. The objective is to unify geneticalgorithm practices in a generic aplicat
unEvo is an Eclipse plug-in that provides support for the experimentation and research process on Evolutionary Algorithms, intended so that the user can implement an evolutionary algorithm without lost time in the code of the algorithm.
Black Box GA provides a user, with a black box program to use a geneticalgorithm to help optimize problems, without the user coding a geneticalgorithm, or even understanding how a GeneticAlgorithm works!
GALib, Java GeneticAlgorithm (JAR) library, models chromosomes as real numbers, characters, strings, and string sequences. Very easy to use, just extend one of the existing GA classes and implement your fitness function. Sample GAs included.
EasyAI is a project to build classical AI program and method in Java language, such as resolution for logic, greedy search, geneticalgorithm, neural network and so on...
IslandEv distributes a GeneticAlgorithm (like <a href="/projects/jaga">JaGa</a>) across a network (see <a href="/projects/distrit">DistrIT</a>) using an island based coevolutionary model in which neighbouring islands swap migrating individuals every
MPIGALib is a parallelgenetic algorithms library built on Mathew Walls GALib and MPI that allows geneticalgorithm enthusiasts and researchers to parallelize there serial geneticalgorithm implementations.
Gazoo is a Java framework for genetic algorithms development. Gazoo provides the core of a geneticalgorithm, leaving to the user the implementation of specific-problem classes.
STAR, stand-alone advanced c++ algorithm library, addressing mathematical/statistical problems, genetic algorithms, and a framework of system functions (including, but not limited to, XML parsing and writing, sorting, hashing, etc.)
Disk Optimizer selects files to be placed on any disk medium that will maximize the space used. It is very efficient in finding an optimum file set since it uses a GeneticAlgorithm instead of brute force.
Solving the travelling salesman problem with genetic (evolutionary) algorithms. The distance calculations are based on geographical coordinates. The progress of the algorithm is visualized with a geo-map and some statistics.
BluesJam is an Interactive Human Fitnessing model that employs an n-mentoring architecture for fitnessing and evolving music using geneticalgorithm methods. The particular style targeted is Blues music with the possiblility of targeting other genres.
A bunch of potentially useful generic Java libraries and applications that I've written and would like to share with others. Contains:
* a ray tracer
* a linear algebra library
* distributed programming utility code
* geneticalgorithm ut
GACS (GeneticAlgorithm Class Scheduler) aims to provide to academic institutions an efficient and automatic way to generate their time scheduling for the classes that will be imparted in an academic period.
Galileo is a library for developing custom distributed genetic algorithms developed in Python. It provides a robust set of objects that can be used directly or as the basis of derived objects. Its modularity makes it easy to extend the functionality. The