Atom Search Optimization for Feature Selection

Version 1.3 (61.4 KB) by Jingwei Too

Application of Atom Search Optimization (ASO) in the feature selection tasks.

https://github.com/JingweiToo/Atom-Search-Optimization-for-Feature-Selection

4.0

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287 Downloads

Updated 20 Dec 2020

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This toolbox offers an Atom Search Optimization (ASO) method

The < Main.m file > illustrates the example of how ASO can solve the feature selection problem using benchmark data-set.

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Cite As

Too, Jingwei, and Abdul Rahim Abdullah. “Chaotic Atom Search Optimization for Feature Selection.” Arabian Journal for Science and Engineering, vol. 45, no. 8, Springer Science and Business Media LLC, Mar. 2020, pp. 6063–79, doi:10.1007/s13369-020-04486-7.

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MATLAB Release Compatibility

Created with R2018a

Compatible with any release

Platform Compatibility

Windows macOS Linux

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Version	Published	Release Notes
1.3	20 Dec 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3	Download
1.2	22 Oct 2020	Improve code for the fitness function	Download
1.1.0	23 Jul 2020	Update one error	Download
1.0.5	23 Jul 2020	change to hold-out	Download
1.0.1	23 Jul 2020	typo	Download
1.0.0	23 Jul 2020		Download

To view or report issues in this GitHub add-on, visit the GitHub Repository.

MLA	Too, Jingwei, and Abdul Rahim Abdullah. “Chaotic Atom Search Optimization for Feature Selection.” Arabian Journal for Science and Engineering, vol. 45, no. 8, Springer Science and Business Media LLC, Mar. 2020, pp. 6063–79, doi:10.1007/s13369-020-04486-7.
APA	Too, J., & Abdullah, A. R. (2020). Chaotic Atom Search Optimization for Feature Selection. Arabian Journal for Science and Engineering, 45(8), 6063–6079. Springer Science and Business Media LLC. Retrieved from https://doi.org/10.1007%2Fs13369-020-04486-7
BibTeX	@article{Too_2020, doi = {10.1007/s13369-020-04486-7}, url = {https://doi.org/10.1007%2Fs13369-020-04486-7}, year = 2020, month = {mar}, publisher = {Springer Science and Business Media {LLC}}, volume = {45}, number = {8}, pages = {6063--6079}, author = {Jingwei Too and Abdul Rahim Abdullah}, title = {Chaotic Atom Search Optimization for Feature Selection}, journal = {Arabian Journal for Science and Engineering} }