Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

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.

[img]
Preview
PDF - Published Version
Download (212kB) | Preview
Free to read: https://doi.org/10.22630/PNIKS.2021.30.2.30
*No subscription required

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
Item Control Page Item Control Page

Downloads

Downloads per month over past year