Differential Evolution Based Channel and Feature Selection

版本 1.4.0.0 (7.7 KB) 作者: Rami Khushaba
http://dx.doi.org/10.1016/j.eswa.2011.03.028
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更新时间 2011/7/24

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One of the fundamental motivations for feature selection is to overcome the curse of dimensionality problem. This code presents a novel feature selection method utilizing a combination of differential evolution (DE) optimization method and a proposed repair mechanism based on feature distribution measures. For more info please refer to http://dx.doi.org/10.1016/j.eswa.2011.03.028

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Rami Khushaba (2025). Differential Evolution Based Channel and Feature Selection (https://ww2.mathworks.cn/matlabcentral/fileexchange/30877-differential-evolution-based-channel-and-feature-selection), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.4.0.0

1-Code revision to run on different versions of Matlab.
2-Channel selection code also added.
1.3.0.0

Fixed a small issue preventing the code from running on older versions of Matlab
1.1.0.0

Dependency on two files from the optimization toolbox corrected.
1.0.0.0