On the Leader Selection in the Self-Organizing Migrating Algorithm
Copyright policy ) Mohammed Chadli; Ivan Zelinka; Lukas Tomaszek;
On the Leader Selection in the Self-Organizing Migrating Algorithm
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.
- Brno University of Technology Czech Republic
- Vysoká škola báňská-Technická univerzita Ostrava (VŠB Technical University of Ostrava) Czech Republic
- Technical University of Ostrava Czech Republic
- University of Picardie Jules Verne France
CEC 2014 benchmark, Electronic computers. Computer science, swarm algorithms, QA75.5-76.95, self-organizing migrating algorithm, AllToNBest strategy
CEC 2014 benchmark, Electronic computers. Computer science, swarm algorithms, QA75.5-76.95, self-organizing migrating algorithm, AllToNBest strategy
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selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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