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Algorithms



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Hitch-Hiker's Guide to Evolutionary Computation - Comprehensive FAQ for comp.ai.genetic. An unconventional and often witty introductory compendium. ASCII text only.
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Genetic Algorithms Archive - Archives of GA-List, the genetic algorithms mailing list. Hosted at the Navy Center for Applied Research in Artificial Intelligence.
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Genetic Java - A simple genetic algorithms applet with instructions and some sample problems.
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Introduction to Genetic Algorithms with Java - Introductory pages with interactive Java applets, useful tips for your own genetic algorithm
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GA Playground - A general GA toolkit implemented in Java, for experimenting with genetic algorithms and handling optimization problems. Source code is available.
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IlliGAL - Illinois Genetic Algorithms Laboratory at the University of Illinois at Urbana-Champaign. Contains a large collection of technical reports and software.
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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.
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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.
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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.
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NeuroDimension Inc: Genetic Algorithm Software - Use NeuroDimension's Genetic Server or Genetic Library products to embed genetic algorithms into your own VB/C++ application.
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Genetic and Evolutionary Algorithm Toolbox - [commercial]
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Crystal Ball Pro - A global optimization and risk analysis software tool. Uses a unique combination of genetic algorithms and neural networks.
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Genetics-Based Machine Learning - Generalization, scheduling and performance evaluation from the Teacher Research Group.
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SPHINcsX - "Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.
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Genetic Algorithms for Squeak - This GA framework in Squeak implements the operation of selection, mutation and crossing-over with visualization features.
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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.
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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.
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Netadelica Genetic Algorithms - A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.
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Cell Matrix Corporation - Publications describe an application of their computer architecture to genetic algorithms. Software includes an online circut simulator.
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Lithos Evolutionary Computation - An evolutionary computation system using a stack-based virtual machine. Source code available.
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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.
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rEvolutionaryEngineering - Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.
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GA-search - An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.
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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.
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Papers by Lee Altenberg On-Line - Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.
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GECCO 2001 - Genetic and Evolutionary Computation Conference 2001, July 7-11: Holiday Inn in San Francisco, California.
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Genetic Algorithm Experiment - This Java applet demonstrates a continuous value genetic algorithm on a variety of problem spaces with a variety of reproduction methods.
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PPSN VI - Sixth International Conference on Parallel Problem Solving from Nature (2000), September 16-20: Paris, France.
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PC AI Genetic Algorithms - Contains links to genetic algorithms information on the Internet along with vendors and references. Published by PC AI magazine.
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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.
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GA-Walk! - A Java software system for evolving walking techniques in artificial skeletons using genetic algorithms.
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Genewood - Information on genetic algorithms, fuzzy logic, and artificial intelligence featuring downloadable applications, source code, and links.
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The Biological Concept of Neoteny in Evolutionary Colour Segmentation - Genetic Algorithm to simulate neoteny, the retention by an organism of juvenile or even larval traits into later life.
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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.
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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.
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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).
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Generation 5 AI Repository - A high school level introduction to the fundamentals of genetic algorithms.
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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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GARAGe - Michigan State University Genetic Algorithms Research and Applications Group.
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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.
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Black Box GA - Provides a "black box" program which uses a genetic algorithm to optimize your problem without having to code a genetic algorithm or understand how they work.
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Genetic Programming - Contains information on genetic algorithms and programming techniques. Sponsors a genetic programming contest in java.
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Genetic Algorithm - Maze Solver - Has a Java applet that helps the reader visualize the inner workings of the genetic algorithm.
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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.
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Orchestrate Plan - Developers of plan and schedule optimization software that utilizes genetic algorithms.
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JavaEvA - A Java based optimization framework for evolutionary algorithms.
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Research in Genetic Algorithms by A. E. Weiss - This site is devoted to my personal research in Genetic Algorithms. I have learned quite a bit from from simply building populations myself, and I want to teach everyone what I've learned from my hobby.
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