Directory of Algorithms Resources

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Resources in This Category

• 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.

• Cell Matrix Corporation

  http://www.cellmatrix.com/entryway/entryway/core.html
  Publications describe an application of their computer architecture to genetic algorithms. Software includes an online circuit simulator.

• 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.

• Evolvica

  http://www.evolvica.org/
  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.

• Franck Binard's Evolutionary Computing Examples

  http://www.site.uottawa.ca/~fbinard/EA/
  Examples of genetic programs in Perl and C++. Includes examples using the Google API to evolve strings as well as an ant evolver.

• GA-search

  http://www.optiwater.com/GAsearch/
  An advanced dedicated genetic algorithms search engine. The "Spider" indexes only GA related sites.

• 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.

• Genetic Algorithm - Maze Solver

  http://www.sambee.co.th/MazeSolver/mazega.htm
  Has a Java applet that helps the reader visualize the inner workings of the genetic algorithm.

• Genetic Algorithm Experiment

  http://www.oursland.net/projects/PopulationExperiment/
  This Java applet demonstrates a continuous value genetic algorithm on a variety of problem spaces with a variety of reproduction methods.

• Genetic and Evolutionary Algorithm Toolbox

  http://www.geatbx.com/
  GEATbx is an implementation of evolutionary algorithms in Matlab. A broad range of operators is fully integrated into one environment.

• Genetic Daemon

  http://sourceforge.net/projects/geneticd/
  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.

• 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.

• Hellenic Complex Systems Laboratory

  http://users.otenet.gr/~daidalos/hcsl/
  An independent, nonprofit research laboratory involved in the transdisciplinary study of complex systems. Invented the GA-based design of statistical quality control.

• Hitch-Hiker's Guide to Evolutionary Computation

  http://www.cs.cmu.edu/Groups/AI/html/faqs/ai/genetic/top.html
  FAQs for comp.ai.genetic. An unconventional and often witty introductory compendium. ASCII text only.

• IlliGAL

  http://illigal.org/
  Illinois Genetic Algorithms Laboratory at the University of Illinois at Urbana-Champaign. Includes a large collection of technical reports and software.

• Introduction to Genetic Algorithms

  http://www.rennard.org/alife/english/gavintrgb.html
  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.

• JOpt.SDK

  http://www.dna-evolutions.com/joptsdk.html
  A tour scheduling and optimization library for Java that uses specialized genetic algorithms to calculate an optimized allocation of orders and stops to vehicles. Solves Traveling Salesman Problems (TSP) and Vehicle Routing Problems (VRPTW).

• Netadelica Genetic Algorithms

  http://www.netadelica.com/ga/
  A brief experiment in coding a simple genetic algorithm 'bit counter' that compares different evolution parameters.

• 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.

• Open BEAGLE

  http://beagle.gel.ulaval.ca/
  Open BEAGLE is an Evolutionary Computation (EC) framework entirely coded in C++. It provides a software environment to do any kind of EC.

• optiGA

  http://www.optiwater.com/optiga.html
  An ActiveX control for Genetic Algorithms written in Visual Basic. Provides a generic control that will perform the genetic run for any optimization problem.

• Papers by Lee Altenberg On-Line

  http://dynamics.org/~altenber/PAPERS/
  Research publications in mathematical population genetics, evolutionary computation, and genetic algorithms.

• PC AI Genetic Algorithms

  http://www.pcai.com/web/ai_info/genetic_algorithms.html
  Contains links to genetic algorithms information on the Internet along with vendors and references. Published by PC AI magazine.

• Project Jeep

  http://sourceforge.net/projects/jeepproject/
  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).

• rEvolutionaryEngineering

  http://www.revolutionaryengineering.com/
  Researches and develops applications using evolutionary algorithms and genetic algorithms for finance and engineering.

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