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An enhanced krill herd optimization technique used for classification problem

Al-Mashhadani, F., Al-Jadir, I. and Alsaffar, Q. (2021) An enhanced krill herd optimization technique used for classification problem. Scientific Review Engineering and Environmental Sciences: Przegląd Naukowy Inżynieria i Kształtowanie Środowiska, 30 (2). pp. 354-364.

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In this paper, this method is intended to improve the optimization of the classification problem in machine learning. The EKH as a global search optimization method, it allocates the best representation of the solution (krill individual) whereas it uses the simulated annealing (SA) to modify the generated krill individuals (each individual represents a set of bits). The test results showed that the KH outperformed other methods using the external and internal evaluation measures.

Item Type: Journal Article
Murdoch Affiliation(s): School of Engineering and Information Technology
Publisher: Warsaw University of Life Sciences - SGGW Press.
Copyright: © 2021 The Authors.
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