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Top > Computers >
Artificial Intelligence >
Genetic Programming >
Algorithms
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Open BEAGLE
Open BEAGLE is an Evolutionary Computation (EC) framework entirely coded in C++. It provides a software environment to do any kind of EC.
Introduction to Genetic Algorithms with Java
Introductory pages with interactive Java applets, useful tips for your own genetic algorithm
Papers by Lee Altenberg On-Line
Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.
Genetic Programming
Contains information on genetic algorithms and programming techniques. Sponsors a genetic programming contest in java.
GAlib
A C++ library of genetic algorithm components. The library includes tools for using genetic algorithms to do optimization in any C++ program using any representation and genetic operators.
Bibliography on Genetic Algrorithms
Genetic algorithm citations starting with ICGA and FOGA. Part of the Computer Science Bibliography Collection at the Universitat Karlsruhe in Germany.
Genetics-Based Machine Learning
Generalization, scheduling and performance evaluation from the Teacher Research Group.
Genetic Daemon
An open source genetic engine server, capable to run any kind of genetic algorithm. It has TCP architecture, working with software clients and human interaction.
Project Jeep
Jeep is a modular, abstract and distributed evolutionary programming core written in Java (open source), allowing to grow autonomous agents as well a gene pool (as in genetic algorithms).
Hellenic Complex Systems Laboratory
An independent, nonprofit research laboratory involved in the transdisciplinary study of complex systems. Invented the GA-based design of statistical quality control.
IlliGAL
Illinois Genetic Algorithms Laboratory at the University of Illinois at Urbana-Champaign. Includes a large collection of technical reports and software.
JavaEvA
A Java based optimization framework for evolutionary algorithms.
PPSN VI
Sixth International Conference on Parallel Problem Solving from Nature (2000), September 16-20: Paris, France.
GA Playground
A general GA toolkit implemented in Java, for experimenting with genetic algorithms and handling optimization problems. Source code is available.
Tann Autopoietic Systems
Assists companies in taking advantage of the huge benefits that have been accomplished by recent research and academic work in the fields of 'soft computing' and 'autopoiesis'.
Cell Matrix Corporation
Publications describe an application of their computer architecture to genetic algorithms. Software includes an online circuit simulator.
Hitch-Hiker's Guide to Evolutionary Computation
FAQs for comp.ai.genetic. An unconventional and often witty introductory compendium. ASCII text only.
Evolutionary Design of Neural Architectures
Information, bibliography and resources on evolutionary synthesis of neuromorphic systems. Maintained by the Artificial Intelligence Research Group at Iowa State University.
Musical Composition with Genetic Algorithms
Graduate research project of Joy Schoenberger at the College of William and Mary. It attempts to use genetic algorithms for musical composition, with coherency through genotype.
JOpt.SDK
A tour scheduling and optimization library for Java that uses specialized genetic algorithms to calculate an optimized allocation of orders and stops to vehicles. Solves Traveling Salesman Problems (TSP) and Vehicle Routing Problems (VRPTW).
Evolvica
A Java evolutionary computation framework. It includes a visual designer, source code editor and debugger and aims to provide a toolkit for easy implementation of all kinds of evolutionary algorithms.
Genetic Pattern Finder
Uses genetic algorithms to detect the best trading patterns and will adapt to any financial data. The trading signales generated are statistically validated and can be easily exported.
Genetic and Evolutionary Algorithm Toolbox
GEATbx is an implementation of evolutionary algorithms in Matlab. A broad range of operators is fully integrated into one environment.
International Society for Adaptive Behavior
ISAB is an international scientific society devoted to education and furthering research on adaptive behavior in animals, animats, software agents, and robots.
GECCO 2001
Genetic and Evolutionary Computation Conference 2001, July 7-11: Holiday Inn in San Francisco, California.
NeuroDimension Inc: Genetic Algorithm Software
Use NeuroDimension's Genetic Server or Genetic Library products to embed genetic algorithms into your own VB/C++ application.
Netadelica Genetic Algorithms
A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.
GA-search
An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.
optiGA
An ActiveX control for Genetic Algorithms written in Visual Basic. Provides a generic control that will perform the genetic run for any optimization problem.
Orchestrate Plan
Developers of plan and schedule optimization software that utilizes genetic algorithms.
Genetic Algorithm Experiment
This Java applet demonstrates a continuous value genetic algorithm on a variety of problem spaces with a variety of reproduction methods.
PC AI Genetic Algorithms
Contains links to genetic algorithms information on the Internet along with vendors and references. Published by PC AI magazine.
Introduction to Genetic Algorithms
An introductory explanation of genetic algorithms available in HTML and PDF formats. The Genetic Algorithm Viewer Java applet shows the functioning of a genetic algorithm.
rEvolutionaryEngineering
Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.
Genetic Algorithm - Maze Solver
Has a Java applet that helps the reader visualize the inner workings of the genetic algorithm.
Franck Binard's Evolutionary Computing Examples
Examples of genetic programs in Perl and C++. Includes examples using the Google API to evolve strings as well as an ant evolver.
ENCORE
A compendium of 631 files on the art of evolutionary computation aimed at beginners in the field but useful as a reference to advanced programmers.
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