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Artificial Intelligence: Genetic Programming: Algorithms




Algorithms

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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.

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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.

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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

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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.

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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.

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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.

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GAlib

http://lancet.mit.edu/ga/

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

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.

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NeuroDimension Inc: Genetic Algorithm Software

http://www.nd.com

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

http://www.geatbx.com/

GEATbx is a comprehensive implementation of evolutionary algorithms in Matlab. A broad range of operators is fully integrated into one environment.

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Crystal Ball Pro

http://www.cbpro.com

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

http://manip.crhc.uiuc.edu/research.html

Generalization, scheduling and performance evaluation from the Teacher Research Group.

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SPHINcsX

http://www.stanford.edu/~buc/SPHINcsX/book.html

"Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.

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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.

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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.

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Hellenic Complex Systems Laboratory

http://www.hcsl.com

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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