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X-GAT (XML-based GeneticAlgorithm Toolkit) is a Java framework to optimize problems with Genetic Algorithms (GAs). Differently from other frameworks, X-GAT contains ready-to-use GAs implementations and new features can be easily added.
Open Song Composer is a free/open source music generator written in Java that learns through use of a geneticalgorithm. It can generate music in all major modes.
Mainly include the codes of geneticalgorithm, interative geneticalgorithm, that are written in Java Applcations also included such as function optimization, simple fashion design optimization, face optimization and so on
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Beagle is Java open source framework for running and managing nondeterministic algorithms such as genetic algorithms for solving complex problems. Beagle is fully modular and maintains whole history of algorithm progress for further analysis.
GAAF is a tool for analyzing Genetic Algorithms (GA for short). It allows to check the behavior of a particular GA resolving a particular problem so one can get empirical information to decide which GA best fits problem's conditions.
Shape is a molecular conformation prediction program. It uses a geneticalgorithm to efficiently search the conformational space of a biomolecule and then clusters the results. It is very simple to use.
Java API for implementing any kind of GeneticAlgorithm and Genetic Programming applications quickly and easily. Contains a wide range of ready-to-use GA and GP algorithms and operators to be plugged-in or extended. Includes Tutorials and Examples.
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gaKnn(GeneticAlgorithm Optimized K Nearest Neighbor Classification framework) is a frameowork for KNN optimization with a geneticalgorithm. The genetic algothm used for this is JGAP (http://jgap.sourceforge.net/).
Primarily applied in experimental psychology, where it is used to create experiment schedules. It even can be applied to other planning-activities that have to met boundary constraints. Rando uses a genetic-algorithm to construct a fulfilled schedule.
A hierarchical representation language for music, which can be used as a human algorithmic composition tool or as a semi-automated composition tool using a geneticalgorithm with human listeners as the fitness function.
Wodka is the implementation of a geneticalgorithm (GA) that can bread two dimensional structures that might be used as robots in sodarace competitions.
Popular Game 15 implemented in Java. The most intersting part of the project is the geneticalgorithm which solving the puzzle. Play the game here: http://www.geocities.com/todordimitrovbalabanov/the15/
Galapagos is a GeneticAlgorithm framework written in Java 5 with the intended audience of undergraduates in an Artificial Intelligence class. The goal of Galapagos is usability: a competent student should be able to learn this library in an afternoon.
DrPangloss is a python implementation of a three operator geneticalgorithm, complete with a java swing GUI for running the GA and visualising performance, generation by generation
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.
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.
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.