How to select optimal features in matlab by genetic algorithm?
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Explanation:
Genetic Algorithm for Feature Selection ... Using a Pbest-Guide Binary Particle Swarm Optimization.
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Binary_Genetic_Algorithm_Hezy_2013
version 1.7 (44.5 KB) by Dr Oluleye Babatunde
Genetic Algorithm for Feature Selection
5.0 9 Ratings
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Updated 28 Jan 2019
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Overview
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This submission contains
(1) Journal Article on Zernike Moments, Genetic Algorithm, Feature Selection and Probabilistic Neural Networks.
(2) MATLAB code to do Feature Selection Using Genetic Algorithm.
NB:
(i) This code is short BUT it works incredibly well since we employed GA Toolbox.
(ii) You can run this code directly on your computer since the dataset herein is available in MATLAB software.
(iii) Please do cite any of my publications to give credit to me (if you use this code).
The citation is as follows:
Two Publications:
[1] "BABATUNDE, Oluleye and ARMSTRONG, Leisa and LENG, Jinsong and DIEPEVEEN (2014). A Genetic Algorithm-Based Feature Selection. International Journal of Electronics Communication and Computer Engineering: 5(4);889--905."
[2] "BABATUNDE Oluleye, ARMSTRONG Leisa J, LENG Jinsong and DIEPEVEEN Dean (2014). Zernike Moments and Genetic Algorithm: Tutorial and Application. British Journal of Mathematics & Computer Science. 4(15):2217-2236."