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.htmlBlack 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.
http://fdtd.rice.edu/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
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
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.
http://zooland.alife.org/encore/
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
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/
GA-Walk!
A Java software system for evolving walking techniques in artificial skeletons using genetic algorithms.
http://www.gawalk.com/
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/
GARAGe
Michigan State University Genetic Algorithms Research and Applications Group.
http://garage.cps.msu.edu/
GECCO 2001
Genetic and Evolutionary Computation Conference 2001, July 7-11: Holiday Inn in San Francisco, California.
http://www.isgec.org/GECCO-2001
Generation 5 AI Repository
A high school level introduction to the fundamentals of genetic algorithms.
http://library.thinkquest.org/18242/ga.shtml
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 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 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 Java
A simple genetic algorithms applet with instructions and some sample problems.
http://www4.ncsu.edu/eos/users/d/dhloughl/public/stable.htm
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
Genewood
Information on genetic algorithms, fuzzy logic, and artificial intelligence featuring downloadable applications, source code, and links.
http://www.genewood.host.sk/
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
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
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/
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/
JavaEvA
A Java based optimization framework for evolutionary algorithms.
http://www-ra.informatik.uni-tuebingen.de/software/JavaEvA/
Lithos Evolutionary Computation
An evolutionary computation system using a stack-based virtual machine. Source code available.
http://www.esatclear.ie/~rwallace/lithos.html
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
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
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/
SPHINcsX
"Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.
http://www.stanford.edu/~buc/SPHINcsX/book.html
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
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