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Binary Grey Wolf Optimization for Feature Selection

version 1.0.4 (60.1 KB) by Jingwei Too
Demonstration on how binary grey wolf optimization (BGWO) applied in feature selection task.

22 Downloads

Updated 30 Jun 2019

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This toolbox offers two types of binary grey wolf optimization methods
(1) BGWO1
(2) BGWO2

The "Main" script demos the examples on how BGWO solves the feature selection problem using benchmark data-set.

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Detail of BGWO1 & BGWO2 can be found in papers:
(1) Too, J.; Abdullah, A.R.; Mohd Saad, N.; Mohd Ali, N.; Tee, W. A New Competitive Binary Grey Wolf Optimizer to Solve the Feature Selection Problem in EMG Signals Classification. Computers 2018, 7, 58.

Cite As

Jingwei Too (2019). Binary Grey Wolf Optimization for Feature Selection (https://www.mathworks.com/matlabcentral/fileexchange/71484-binary-grey-wolf-optimization-for-feature-selection), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (2)

Matlab

Updates

1.0.4

-

1.0.3

Simplify BGWO1 program.

1.0.2

-

1.0.1

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MATLAB Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Binary Grey Wolf Optimization for Feature Selection