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Artificial bee colony algorithm with rotational invariance based on hypersphere
Author(s) -
Kumagai Wataru,
Xu Zheng,
Tamura Kenichi,
Yasuda Keiichiro
Publication year - 2020
Publication title -
ieej transactions on electrical and electronic engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.254
H-Index - 30
eISSN - 1931-4981
pISSN - 1931-4973
DOI - 10.1002/tee.23209
Subject(s) - hypersphere , rotational invariance , rotation (mathematics) , rotational speed , benchmark (surveying) , artificial bee colony algorithm , algorithm , separable space , mathematics , artificial intelligence , engineering , computer science , physics , classical mechanics , mathematical analysis , geodesy , geography
In this study, we show the lack of rotational invariance in the Artificial Bee Colony algorithm (ABC) through numerical experiments. After analysis from the viewpoint of rotational invariance, we develop an ABC with rotational invariance using a hypersphere. The performance of the proposed ABC with rotational invariance is verified through numerical experiments for typical separable benchmark functions without and with rotation. © 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.