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Genetic Algorithms Articles



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

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
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
eVM & Shinka: Experiments Evolving Assembly Code
A project of mine that I discontinued. Some very interesting results arose...
James Matthews
Randomal64 Pseudo Random Number Generator
Randomal64 is small and simple C++ class which implements a widely used pseudo random number generation algorithm.
Andy Thomas
Genetic Algorithm with Floating Point in Assembler
The purpose of this article is introduce how to make Genetic Algorithm in assembly.
Manabu Ishii
Diophantine Equation Solver
Case study looking at how to use genetic algorithms to solve a diophantine equation.
James Matthews

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
An Introduction to Genetic Algorithms
An introductory look at genetic algorithms and genetic programming.
Sam Hsiung and James Matthews
Genetic Algorithm Example (Japanese Translation)
A Japanese translation of Generation5's popular GA case-study.
Manabu Ishii (Translator)
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

Genetic Programming

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

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
The Beale Cypher
Use genetic algorithms to solve the famous Beale Cypher problem.
James Matthews
Evolve Pi
Use a genetic algorithm to evolve the value of pi.
James Matthews

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
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


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

18 result(s) returned.
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