On the Leader Selection in the Self-Organizing Migrating Algorithm
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Tomaszek, Lukas
Zelinka, Ivan
Chadli, Mohammed
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Mark
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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.
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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
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Peer-reviewed
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en
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Except where otherwised noted, this item's license is described as Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license