On the Leader Selection in the Self-Organizing Migrating Algorithm
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Date
2019-06-24
Authors
Tomaszek, Lukas
Zelinka, Ivan
Chadli, Mohammed
ORCID
Advisor
Referee
Mark
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Automation and Computer Science, Brno University of Technology
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Abstract
In this article, a novel leader selection strategy for the self-organizing migrating algorithm is introduced. This strategy replaces original AllToOne and AllToRand strategies. It is shown and statistically tested, that the new strategy outperforms the original ones. All the experiments were conducted on well known CEC 2014 benchmark functions according to the CEC competition rules and reported here.
Description
Citation
Mendel. 2018 vol. 25, č. 1, s. 171-178. ISSN 1803-3814
https://mendel-journal.org/index.php/mendel/article/view/95
https://mendel-journal.org/index.php/mendel/article/view/95
Document type
Peer-reviewed
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Published version
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Language of document
en
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Date of acceptance
Defence
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Document licence
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license
http://creativecommons.org/licenses/by-nc-sa/4.0
http://creativecommons.org/licenses/by-nc-sa/4.0