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TurboGA: A Simple Genetic Algorithm With a Powerful Performance Enhancing Tweak

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TurboGA: A Simple Genetic Algorithm With a Powerful Performance Enhancing Tweak

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08 May 2009 (Updated )

A simple genetic algorithm with a tweak, called clamping, that should improve performance

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Description

TurboGA is an augmented version of the Matlab script SpeedyGA (also available on File Exchange). TurboGA uses a simple mechanism called clamping, which, according to a new theory about the workings of genetic algorithms (see http://www.cs.brandeis.edu/~kekib/dissertation.html ), should significantly improve the quality of the solutions returned, especially on large problems.

One of the most effective ways to test this new theory is by studying the efficacy of clamping on a range of problems. That's where you come in. I ask that you report on the efficacy of clamping on the problem(s) that you apply this script to. Please leave your comment on this page, or email it to kekib@cs.brandeis.edu.

Enjoy!

Acknowledgements

Speedy Ga: A Fast Simple Genetic Algorithm inspired this file.

This file inspired Speedy Ga: A Fast Simple Genetic Algorithm.

MATLAB release MATLAB 7 (R14)
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Updates
11 May 2009

Updated description

11 May 2009

updated description

18 Aug 2009

Updated description.

16 Dec 2010

Updated contact email. No change to code.

17 Dec 2010

Changed description. No changes to code.

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