Websites in Algorithms

1. 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
   
   
2. Black 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/
   
   
3. 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
   
   
4. 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
   
   
5. 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/
   
   
6. 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/
   
   
7. 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
   
   
8. 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
   
   
9. GA-Walk!
   A Java software system for evolving walking techniques in artificial skeletons using genetic algorithms.
   http://www.gawalk.com/
   
   
10. GA-search
    An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.
    http://www.optiwater.com/GAsearch/
    
    
11. GARAGe
    Michigan State University Genetic Algorithms Research and Applications Group.
    http://garage.cps.msu.edu/
    
    
12. 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/
    
    
13. GECCO 2001
    Genetic and Evolutionary Computation Conference 2001, July 7-11: Holiday Inn in San Francisco, California.
    http://www.isgec.org/GECCO-2001
    
    
14. Generation 5 AI Repository
    A high school level introduction to the fundamentals of genetic algorithms.
    http://library.thinkquest.org/18242/ga.shtml
    
    
15. 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
    
    
16. 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/
    
    
17. 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/
    
    
18. 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/
    
    
19. 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/
    
    
20. Genetic Java
    A simple genetic algorithms applet with instructions and some sample problems.
    http://www4.ncsu.edu/eos/users/d/dhloughl/public/stable.htm
    
    
21. 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
    
    
22. Genetic Programming
    Contains information on genetic algorithms and programming techniques. Sponsors a genetic programming contest in java.
    http://evolve.bravehost.com
    
    
23. 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/
    
    
24. Genetics-Based Machine Learning
    Generalization, scheduling and performance evaluation from the Teacher Research Group.
    http://manip.crhc.uiuc.edu/research.html
    
    
25. Genewood
    Information on genetic algorithms, fuzzy logic, and artificial intelligence featuring downloadable applications, source code, and links.
    http://www.genewood.host.sk/
    
    
26. 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
    
    
27. 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
    
    
28. 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/
    
    
29. 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/
    
    
30. 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
    
    
31. 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/
    
    
32. Lithos Evolutionary Computation
    An evolutionary computation system using a stack-based virtual machine. Source code available.
    http://www.esatclear.ie/~rwallace/lithos.html
    
    
33. 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
    
    
34. Netadelica Genetic Algorithms
    A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.
    http://www.netadelica.com/ga/
    
    
35. 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
    
    
36. 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/
    
    
37. Orchestrate Plan
    Developers of plan and schedule optimization software that utilizes genetic algorithms.
    http://www.orchestrate-plan.com
    
    
38. 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
    
    
39. 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
    
    
40. Papers by Lee Altenberg On-Line
    Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.
    http://dynamics.org/~altenber/PAPERS/
    
    
41. 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/
    
    
42. SPHINcsX
    "Zeroth-Order Shape Optimization Utilizing a Learning Classifier System" Web-based textbook.
    http://www.stanford.edu/~buc/SPHINcsX/book.html
    
    
43. 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
    
    
44. 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
    
    
45. rEvolutionaryEngineering
    Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.
    http://www.revolutionaryengineering.com/
    
    

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