Knowledge: genetic programming

Algorithms Cellular Automata ∞ Evolution Software ∞

Machine Learning ∞

See Also:

• computers → artificial life
• science → biology → evolution
• science → biology → genetics
• science → biology → theoretical biology

Links

Genetic-Programming.org 
http://www.genetic-programming.org/

A definitive source of information about the field of genetic programming with links and conferences.

Bibliography on Genetic Programming 
http://liinwww.ira.uka.de/bibliography/Ai/genetic.programming.html

A nearly complete bibliography of papers published on genetic programming. Part of the Computer Science Bibliography Collection.

Genetic Programming at University College London 
http://www.cs.ucl.ac.uk/research/genprog/

FAQs, people, software, links, conferences, publications, interactive genetic art and music.

Teamwork in Genetic Programming 
http://www.lalena.com/ai/ant/

Thesis and software demonstrating teamwork in genetic programming. Simulates evolving software emulating ants and collective behavior.

Genetic Programming Inc. 
http://www.genetic-programming.com/

A privately funded research group that does research in applying genetic programming.

John R. Koza 
http://www.genetic-programming.com/johnkoza.html

Inventor of genetic programming and author of numerous published papers on genetic programming at Stanford University.

GP-96 
http://www.cs.brandeis.edu/~zippy/gp-96.html

Genetic Programming 1996 Conference, July 28-31: Stanford University.

International Society for Genetic and Evolutionary Computation 
http://www.isgec.org/

Promotes the creation and exchange of knowledge on Genetic and Evolutionary Computation and their application.

Genetic Programming in C/C++ 
http://www.cis.upenn.edu/~hollick/genetic/paper2.html

Explains the paradigm of genetic programming, and its implementation in the C/C++ programming language.

Toolkit for Visual Genetic Programming 
http://www.geom.uiuc.edu/~trowley/genetic/

A GP toolkit for exploring problems which don't have a natural fitness function and need human intuition to select the "best of the breed."

Interactive Truck Demo 
http://www.handshake.de/user/blickle/Truck/index.html

Demonstrates the use of genetic algorithms in solving the trailer truck backing up problem.

Simple Symbolic Regression Using Genetic Programming 
http://alphard.ethz.ch/gerber/approx/default.html

Java applet based on an algorithm of John R. Koza.

eXtreme Genetic Programming 
http://www.neocoretechs.com/

Applies the concepts of evolution to both software and the software process.

GAUL: Genetic Algorithm Utility Library 
http://gaul.sourceforge.net/

A programming library designed to aid development of applications that use genetic algorithms.

JAGA: Java API for Genetic Algorithms 
http://www.jaga.org

Java API for implementing any kind of genetic algorithm and genetic programming applications quickly and easily.

Kanpur Genetic Algorithms Laboratory 
http://www.iitk.ac.in/kangal

Contains information about Kanpur Genetic Algorithms Laboratory and papers published by researchers here.

Genetic Programming Bibliography 
http://www.cs.bham.ac.uk/~wbl/biblio/gp-bibliography.html

A large single file containing an extensive genetic programming bibliography. Lacks a search function.

EuroGP 2002 
http://evonet.lri.fr/eurogp2002/

5th European Conference on Genetic Programming, 3-5 April 2002: Kinsale, Ireland.

Symbolic Regression Applet 
http://www.potschi.de/sr/

Contains a Java Applet for symbolic regression using GP. It allows the import of data and the export of the resulting equations to spreadsheet applications like Excel.

Groovy Java Genetic Programming 
http://jgprog.sourceforge.net/

Genetic Programming (JGProg) is an open-source pure Java implementation of a strongly-typed Genetic Programming experimentation platform.

Meta-Genetic Programming 
http://www.helpmefigurethisout.com

Information on how to implement a genetic programming system using genetic programming itself.

Genetic Programming 
http://www.bloomshare.com/genetic-programming/

A web community and forum for genetic programming and other types of evolutionary computation.

N-genes EC framework 
http://cui.unige.ch/spc/tools/n-genes/

An easy to learn evolutionary computing framework written for Java 5. Genetic programming is implemented through fast stack-based linear programs.

Natural Selection Inc. 
http://www.natural-selection.com

Applies unique expertise in evolutionary computation and evolved neural networks to real-world problems.

Distributed Genetic Programming Framework 
http://dgpf.sourceforge.net/

A scalable, distributed Java genetic programming environment. It comes with a specialization for evolving assembler-syntax algorithms that could run on sensor nodes.

ECLab at GMU 
http://cs.gmu.edu/~eclab/

The George Mason University Evolutionary Computation Laboratory, headed by Profs. Kenneth De Jong and Sean Luke.

Tuppas Genetic Programming 
http://www.tuppas.com/Artificial-Intelligence/Artificial-Intelligence.htm

Manufacturing scheduling and closed loop applications utilizing genetic programming algorithms.

GPalta 
http://gpalta.berlios.de

A genetic programming toolbox written in Java that aims for simplicity and speed.

Genetic Programming Tutorial 
http://www.geneticprogramming.com/

Offers links and an introduction to Genetic Programming.

Newsgroups

• comp.ai.genetic

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