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Genetic Algorithms Articles

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Using Genetic Algorithm for Parameter Estimation
Discusses applying genetic algorithms to parameter estimation—includes MATLAB and C++ source code.
Yi Wang
03/10/2004

Applications/Code  List Applications/Code articles in all topics

Genetic Algorithm and Traveling Salesman Problem
The example of using Genetic Algorithm for solving Traveling Salesman Problem.
Konstantin Boukreev
15/12/2001
Solving the Travelling Sales Man Problem using a Genetic Algorithm
This essay discusses some issues which arise in solving the Travelling Salesman Problem using a genetic algorithm.
Andy Thomas
06/07/2001
eVM & Shinka: Experiments Evolving Assembly Code
A project of mine that I discontinued. Some very interesting results arose...
James Matthews
05/07/2001
Randomal64 Pseudo Random Number Generator
Randomal64 is small and simple C++ class which implements a widely used pseudo random number generation algorithm.
Andy Thomas
20/04/2001
Genetic Algorithm with Floating Point in Assembler
The purpose of this article is introduce how to make Genetic Algorithm in assembly.
Manabu Ishii
27/02/2001
Diophantine Equation Solver
Case study looking at how to use genetic algorithms to solve a diophantine equation.
James Matthews
14/02/2000

Beginner  List Beginner articles in all topics

A "Hello World!" Genetic Algorithm Example
This GA simply evolves the string "Hello world!" and is meant as a beginner case-study.
James Matthews
27/07/2003
An Introduction to Genetic Algorithms
An introductory look at genetic algorithms and genetic programming.
Sam Hsiung and James Matthews
31/03/2000
Genetic Algorithm Example (Japanese Translation)
A Japanese translation of Generation5's popular GA case-study.
Manabu Ishii (Translator)
11/12/1999
Genetic Algorithm Example: Diophantine Equation
A step-by-step look at how genetic algorithms work. Includes a C++ class to try yourself.
Samuel Hsiung and James Matthews
11/12/1999

Genetic Programming

An Introduction to Genetic Programming
A look at how to implement a genetic programming system.
Zach Garner
01/06/2000

Projects  List Projects articles in all topics

Box Optimization Project
Use a genetic algorithm to find the optimal box dimensions for maximum volume.
James Matthews
14/07/2003
The Beale Cypher
Use genetic algorithms to solve the famous Beale Cypher problem.
James Matthews
13/06/2003
Evolve Pi
Use a genetic algorithm to evolve the value of pi.
James Matthews
12/03/2001

Theory  List Theory articles in all topics

How Do Genetic Algorithms Work?
A look at the mathematics behind GAs. A decent knowledge of algebra is definitely required for this essay.
James Matthews
21/10/2001
An Introduction to Coevolution
A look at an interesting derivative of genetic algorithm. Pitting two populations against each other in an attempt to further improve evolution.
James Matthews
13/12/2000

Timetabling

Using GA for the Timetabling Problem
This study looks at using genetic algorithms to solve an examination timetabling problem.
Jasni Ahmad
29/05/2005

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