Real Genetic Algorithm

Version 2.0.0 (6.24 KB) by Mehdi Ghasri
Functions optimization with the help of the Genetic Algorithm (GA)
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213 Downloads
Updated 12 May 2023

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Real Genetic Algorithm
This code is set for three different types of selection. Includes: Roulette Wheel Selection, Tournament Selection, and Random Selection.
This code is defined for ten functions as follows:
  1. Ackley
  2. Dixon & Price
  3. Ackley 2
  4. Cigar
  5. Csendes
  6. Rastrigin
  7. Rosenbrock
  8. Rotated Ellipse 1
  9. Rotated Ellipse 2
  10. Bumpy (KBF)
To cooperate in articles, send an email to the following address (with Subject = CO Article):
Email: Eng.mehdighasri@gmail.com
The figure below illustrates an example of the algorithm execution steps:

Cite As

Mehdi Ghasri (2024). Real Genetic Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/124565-real-genetic-algorithm), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2022b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
2.0.0

Some errors were fixed.

1.0.0