Projects tagged ‘genetic’

Watchmaker is an extensible, high-performance, multi-threaded, object-oriented framework for implementing platform-independent evolutionary computation (genetic algorithms, etc.) in Java. The ... [More] evolution engine operates on POJOs (Plain Old Java Objects) and does not require that evolved objects extend a specific base class nor implement any particular interfaces. This decoupling of framework and application code is achieved via a clean, generics-enabled API and without the need for expensive runtime reflection. [Less]

This is an interactive generative art application to evolve images/textures/patterns/animations through an iterative process of random mutation and user-selection driven evolution. This process is ... [More] also often referred to as "evolutionary art" or "genetic art". If you like lava lamps, and still think the Mandelbrot set is cool, this could be the software for you. [Less]

EO is a templates-based, ANSI-C++ compliant evolutionary computation library. It contains classes for almost any kind of evolutionary computation you might come up to - at least for the ones we could ... [More] think of. It is component-based, so that if you don't find the class you need in it, it is very easy to subclass existing abstract or concrete classes. [Less]

Pyevolve was developed to be a complete genetic algorithm framework written in pure python.

The dANN project is a library to help facilitate artificial neural networks within other applications. It is currently written in Java, C++, and C#. However only the java version is currently in ... [More] active development. If you want to obtain a version other than the java version you will need to get it directly from SVN. Our intentions are two fold. First, to provide a powerful interface for programs to include conventional artificial neural network technology into their code. Second, To act as a testing ground for research and development of new AI concepts. We provide new AI technology we have developed, and the latest algorithms already on the market. In the spirit of modular programming the library also provides access to the primitive components giving you greater control. [Less]

An optimized Java library for genetic algorithms and more.

Traveling Salesman Problem - Java Genetic Algorithm Solution Binary/Source/SVN/Documentation available. Application features Implementation and comparison of different genetic algorithms - ... [More] unisex random mutation - crossover algorithm - 2opt heuristics + unisex random mutation - 2opt heuristics + crossover algorithm Open source multi platform Java application with well commented source code Console and GUI application mode Parametrized configuration Multi threading computation engine Application thread priority settings Simple map file formats, exporting existing maps, using external maps - map of 192 real cities from CZ, coordinates in S-JTSK, distances in meters - fractal maps (circle, triangle, square, spiral, ... ) Descriptive XML and PDF reports, converting XML reports to PDF Web support General genetic algorithm problems Code the problem Define fitness function Select genetic algorithm engine (population and mutation handling, multithreading) Use good mutation algorithm to create offspring Implement random mutations Think about using heuristics Apply the right initial parameters (population size, mutation ratio, population growth) Initialize population Run the computation on proper hardware Links Definition and research of Traveling Salesman Problem http://www.tsp.gatech.edu/ Basic description of genetic algorithms http://en.wikipedia.org/wiki/Genetic_algorithm Suggested and probably best way for solving TSP using genetic algorithm and 2opt heuristic optimization described by Hiroaki Sengoku and Ikuo Yoshihara http://www.gcd.org/sengoku/docs/arob98.pdf [Less]

simple java genetic library

Commoncurrent Version: 0.3 Intention of this project: ... an implementation of different biology related stuff. A Demo Application, v 0.3 may show more detailed use cases. For direct access JavaDoc ... [More] is provided online as well. A history of Release Notes details is provided in wiki section. Installation... get JAR file of latest version in Download Section. Basic Usage... if you are going to use plain basics only ... After download, choose how to continue (via IDE, by console or using ANT). Please have a look at Basic Install Guide for detailed description. GWT Usage... if you are going to use GWT ... You can download so labeled archive directly. It includes module definition required to add as inherit. Further on, add this line to your module to inherit bio-spot basics: For widget support, also add: Please have a look at Extended Install Guide for a detailed description. Contact and Comments... are welcome anytime, feel free to take part. [Less]

A really simple genetic programming library written in Erlang.