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.
http://www.cs.cmu.edu/Groups/AI/html/faqs/ai/genetic/top.html
Genetic Algorithms Archive
Archives of GA-List, the genetic algorithms mailing list. Hosted at the Navy Center for Applied Research in Artificial Intelligence.
http://www.aic.nrl.navy.mil/galist/
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/
PPSN VI
Sixth International Conference on Parallel Problem Solving from Nature (2000), September 16-20: Paris, France.
http://www-rocq.inria.fr/fractales/PPSN2000/index.html
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
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/
GA-Walk!
A Java software system for evolving walking techniques in artificial skeletons using genetic algorithms.
http://www.gawalk.com/
Genewood
Information on genetic algorithms, fuzzy logic, and artificial intelligence featuring downloadable applications, source code, and links.
http://www.genewood.host.sk/
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.
http://alfa.ist.utl.pt/~cvrm/staff/vramos/ref_35.html
Genetic Daemon
An open source genetic engine server, capable to run any kind of genetic algorithm. It has TCP architetcure, working with software clients and human interaction.
http://sourceforge.net/projects/geneticd/
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/
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/
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/research.html
Genetic Java
A simple genetic algorithms applet with instructions and some sample problems.
http://www4.ncsu.edu/eos/users/d/dhloughl/public/stable.htm
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/
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
IlliGAL
Illinois Genetic Algorithms Laboratory at the University of Illinois at Urbana-Champaign. Contains a large collection of technical reports and software.
http://www-illigal.ge.uiuc.edu/
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
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 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
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
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/
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
Genetics-Based Machine Learning
Generalization, scheduling and performance evaluation from the Teacher Research Group.
http://manip.crhc.uiuc.edu/research.html
SPHINcsX
"Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.
http://www.stanford.edu/~buc/SPHINcsX/book.html
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/
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/
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.
http://www.hcsl.com
Netadelica Genetic Algorithms
A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.
http://www.netadelica.com/ga/
Cell Matrix Corporation
Publications describe an application of their computer architecture to genetic algorithms. Software includes an online circut simulator.
http://www.cellmatrix.com/entryway/entryway/core.html
Lithos Evolutionary Computation
An evolutionary computation system using a stack-based virtual machine. Source code available.
http://www.esatclear.ie/~rwallace/lithos.html
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
rEvolutionaryEngineering
Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.
http://www.revolutionaryengineering.com/
GA-search
An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.
http://www.optiwater.com/GAsearch/
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
Papers by Lee Altenberg On-Line
Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.
http://dynamics.org/~altenber/PAPERS/
GECCO 2001
Genetic and Evolutionary Computation Conference 2001, July 7-11: Holiday Inn in San Francisco, California.
http://www.isgec.org/GECCO-2001
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