Algorithms
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Web Sites
  • 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.
    http://liinwww.ira.uka.de/bibliography/Ai/genetic.algorithms.html
     
  • Cell Matrix Corporation
    Publications describe an application of their computer architecture to genetic algorithms. Software includes an online circuit simulator.
    http://www.cellmatrix.com/entryway/entryway/core.html
     
  • Crystal Ball Pro
    A global optimization and risk analysis software tool. Uses a unique combination of genetic algorithms and neural networks.
    http://www.cbpro.com
     
  • 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.
    http://www.cs.iastate.edu/~gannadm/
     
  • 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.
    http://www.evolvica.org
     
  • 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.
    http://www.site.uottawa.ca/~fbinard/EA/
     
  • GA Playground
    A general GA toolkit implemented in Java, for experimenting with genetic algorithms and handling optimization problems. Source code is available.
    http://www.aridolan.com/ga/gaa/gaa.html
     
  • GA-search
    An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.
    http://www.optiwater.com/GAsearch/
     
  • 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.
    http://lancet.mit.edu/ga/
     
  • Genetic Algorithm - Maze Solver
    Has a Java applet that helps the reader visualize the inner workings of the genetic algorithm.
    http://www.sambee.co.th/MazeSolver/mazega.htm
     
  • Genetic Algorithm Experiment
    This Java applet demonstrates a continuous value genetic algorithm on a variety of problem spaces with a variety of reproduction methods.
    http://www.oursland.net/projects/PopulationExperiment/
     
  • Genetic Algorithms for Squeak
    This GA framework in Squeak implements the operation of selection, mutation and crossing-over with visualization features.
    http://www.consultar.com/Squeak/GA/
     
  • Genetic and Evolutionary Algorithm Toolbox
    GEATbx is a comprehensive implementation of evolutionary algorithms in Matlab. A broad range of operators is fully integrated into one environment.
    http://www.geatbx.com/
     
  • 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.
    http://sourceforge.net/projects/geneticd/
     
  • 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.
    http://www.foretrade.com/gpf.htm
     
  • Genetic Programming
    Contains information on genetic algorithms and programming techniques. Sponsors a genetic programming contest in java.
    http://evolve.bravehost.com
     
  • Genetics-Based Machine Learning
    Generalization, scheduling and performance evaluation from the Teacher Research Group.
    http://manip.crhc.uiuc.edu/research.html
     
  • Hitch-Hiker's Guide to Evolutionary Computation
    Comprehensive FAQ for comp.ai.genetic. An unconventional and often witty introductory compendium. ASCII text only.
    http://www.cs.cmu.edu/Groups/AI/html/faqs/ai/genetic/top.html
     
  • 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.
    http://www.isab.org/
     
  • 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.
    http://www.rennard.org/alife/english/gavintrgb.html
     
  • Introduction to Genetic Algorithms with Java
    Introductory pages with interactive Java applets, useful tips for your own genetic algorithm
    http://cs.felk.cvut.cz/~xobitko/ga/
     
  • 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.
    http://www.davidschoenberger.net/joy/career/research.html
     
  • Netadelica Genetic Algorithms
    A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.
    http://www.netadelica.com/ga/
     
  • NeuroDimension Inc: Genetic Algorithm Software
    Use NeuroDimension's Genetic Server or Genetic Library products to embed genetic algorithms into your own VB/C++ application.
    http://www.nd.com
     
  • 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.
    http://www.gel.ulaval.ca/~beagle/
     
  • 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.
    http://www.optiwater.com/optiga.html
     
  • Orchestrate Plan
    Developers of plan and schedule optimization software that utilizes genetic algorithms.
    http://www.orchestrate-plan.com
     
  • Papers by Lee Altenberg On-Line
    Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.
    http://dynamics.org/~altenber/PAPERS/
     
  • PC AI Genetic Algorithms
    Contains links to genetic algorithms information on the Internet along with vendors and references. Published by PC AI magazine.
    http://www.pcai.com/web/ai_info/genetic_algorithms.html
     
  • 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).
    http://sourceforge.net/projects/jeepproject/
     
  • rEvolutionaryEngineering
    Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.
    http://www.revolutionaryengineering.com/
     
  • 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'.
    http://www.autopoietic.co.uk
     
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    Algorithms

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