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Atom Search Optimization for Feature Selection

version 1.1.0 (58.5 KB) by Jingwei Too
Application of Atom Search Optimization (ASO) in the feature selection tasks.

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Updated 23 Jul 2020

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This toolbox offers an Atom Search Optimization (ASO) method

The "Main" script illustrates the example of how ASO can solve the feature selection problem using benchmark data-set.

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Detail of the algorithm can be found in the following paper:
[1] Too, J. and Abdullah, A.R., 2020. Chaotic Atom Search Optimization for Feature Selection. Arabian Journal for Science and Engineering.
DOI: https://doi.org/10.1007/s13369-020-04486-7

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
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Atom Search Optimization for Feature Selection