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.

Abstract

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.
URI:	http://researchrepository.murdoch.edu.au/id/eprint/61509

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