Algorithms
Links
Hitch-Hiker's Guide to Evolutionary Computation
http://www.cs.cmu.edu/Groups/AI/html/faqs/ai/genetic/top.html
Comprehensive FAQ for comp.ai.genetic. An unconventional and often witty introductory compendium. ASCII text only.
Genetic Algorithms Archive
http://www.aic.nrl.navy.mil/galist/
Archives of GA-List, the genetic algorithms mailing list. Hosted at the Navy Center for Applied Research in Artificial Intelligence.
Introduction to Genetic Algorithms with Java
http://cs.felk.cvut.cz/~xobitko/ga/
Introductory pages with interactive Java applets, useful tips for your own genetic algorithm
GA Playground
http://www.aridolan.com/ga/gaa/gaa.html
A general GA toolkit implemented in Java, for experimenting with genetic algorithms and handling optimization problems. Source code is available.
IlliGAL
http://www-illigal.ge.uiuc.edu/
Illinois Genetic Algorithms Laboratory at the University of Illinois at Urbana-Champaign. Contains a large collection of technical reports and software.
Bibliography on Genetic Algrorithms
http://liinwww.ira.uka.de/bibliography/Ai/genetic.algorithms.html
Genetic algorithm citations starting with ICGA and FOGA. Part of the Computer Science Bibliography Collection at the Universitat Karlsruhe in Germany.
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.
Genetic Pattern Finder
http://www.foretrade.com/gpf.htm
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.
NeuroDimension Inc: Genetic Algorithm Software
Use NeuroDimension's Genetic Server or Genetic Library products to embed genetic algorithms into your own VB/C++ application.
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.
Crystal Ball Pro
A global optimization and risk analysis software tool. Uses a unique combination of genetic algorithms and neural networks.
Genetics-Based Machine Learning
http://manip.crhc.uiuc.edu/research.html
Generalization, scheduling and performance evaluation from the Teacher Research Group.
SPHINcsX
http://www.stanford.edu/~buc/SPHINcsX/book.html
"Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.
Genetic Algorithms for Squeak
http://www.consultar.com/Squeak/GA/
This GA framework in Squeak implements the operation of selection, mutation and crossing-over with visualization features.
Evolutionary Design of Neural Architectures
http://www.cs.iastate.edu/~gannadm/
Information, bibliography and resources on evolutionary synthesis of neuromorphic systems. Maintained by the Artificial Intelligence Research Group at Iowa State University.
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.

