Journal article
An enhanced krill herd optimization technique used for classification problem
Scientific Review Engineering and Environmental Sciences: Przegląd Naukowy Inżynieria i Kształtowanie Środowiska, Vol.30(2), pp.354-364
2021
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.
Details
- Title
- An enhanced krill herd optimization technique used for classification problem
- Authors/Creators
- F. Al-Mashhadani (Author/Creator)I. Al-Jadir (Author/Creator)Q. Alsaffar (Author/Creator)
- Publication Details
- Scientific Review Engineering and Environmental Sciences: Przegląd Naukowy Inżynieria i Kształtowanie Środowiska, Vol.30(2), pp.354-364
- Publisher
- Warsaw University of Life Sciences - SGGW Press.
- Identifiers
- 991005542648307891
- Copyright
- © 2021 The Authors.
- Murdoch Affiliation
- School of Engineering and Information Technology
- Language
- English
- Resource Type
- Journal article
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