Comparing border strategies for roaming particles on single and Multi-Swarm PSO

Kadavý, Tomáš; Pluháček, Michal; Viktorin, Adam; Šenkeřík, Roman

Title:	Comparing border strategies for roaming particles on single and Multi-Swarm PSO
Author:	Kadavý, Tomáš; Pluháček, Michal; Viktorin, Adam; Šenkeřík, Roman
Document type:	Conference paper (English)
Source document:	Advances in Intelligent Systems and Computing. 2017, vol. 573, p. 528-536
ISSN:	2194-5357 (Sherpa/RoMEO, JCR)

ISBN:	978-3-319-57260-4
DOI:	https://doi.org/10.1007/978-3-319-57261-1_52
Abstract:	In this paper, the methods for handling particles that violate available search spaces are compared using a single and multi-swarm technique. The methods are soft borders and hypersphere universe. The goal is to compare this approaches and its combination. The comparisons are made on CEC’17 benchmark set functions. The experiments were carried out according to CEC benchmark rules and statistically evaluated. © Springer International Publishing AG 2017.
Full text:	https://link.springer.com/chapter/10.1007/978-3-319-57261-1_52
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Citace článku v konferenčním sborníku:
KADAVÝ, Tomáš, Michal PLUHÁČEK, Adam VIKTORIN a Roman ŠENKEŘÍK. Comparing border strategies for roaming particles on single and Multi-Swarm PSO. In: Advances in Intelligent Systems and Computing [online]. Springer Verlag, 2017, s. 528-536. [cit. 2024-11-24]. ISSN 2194-5357. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-57261-1_52.

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