Kontaktujte nás | Jazyk: čeština English
dc.title | On the common population diversity measures in metaheuristics and their limitations | en |
dc.contributor.author | Pluháček, Michal | |
dc.contributor.author | Viktorin, Adam | |
dc.contributor.author | Kadavý, Tomáš | |
dc.contributor.author | Kazíková, Anežka | |
dc.relation.ispartof | 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings | |
dc.identifier.isbn | 978-1-72819-048-8 | |
dc.date.issued | 2021 | |
dc.event.title | 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 | |
dc.event.location | Orlando, FL | |
utb.event.state-en | United States | |
utb.event.state-cs | Spojené státy americké | |
dc.event.sdate | 2021-12-05 | |
dc.event.edate | 2021-12-07 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
dc.identifier.doi | 10.1109/SSCI50451.2021.9660135 | |
dc.relation.uri | https://ieeexplore.ieee.org/document/9660135 | |
dc.subject | population | en |
dc.subject | diversity | en |
dc.subject | metaheuristics | en |
dc.subject | visualization | en |
dc.description.abstract | Maintaining population diversity is one of the fundamental challenges for metaheuristic algorithms. With the emergence of adaptive and self-adaptive methods, the population diversity is frequently used as an indicator of the population state and feedback for the adaptive mechanism. In literature, several methods for quantification of the population diversity were proposed over the years. However, expressing the overall complexity of a metaheuristic population state by a single number inherently leads to simplification and distortion. As we show in this paper, lower diversity value does not automatically mean worse conditions for the emerging of new feasible solutions. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1010888 | |
utb.identifier.obdid | 43883359 | |
utb.identifier.scopus | 2-s2.0-85125774657 | |
utb.identifier.wok | 000824464300312 | |
utb.source | d-scopus | |
dc.date.accessioned | 2022-03-21T08:23:44Z | |
dc.date.available | 2022-03-21T08:23:44Z | |
dc.description.sponsorship | IGA/CebiaTech/2021/001 | |
dc.description.sponsorship | Internal Grant Agency of Tomas Bata University [IGA/CebiaTech/2021/001] | |
utb.contributor.internalauthor | Pluháček, Michal | |
utb.contributor.internalauthor | Viktorin, Adam | |
utb.contributor.internalauthor | Kadavý, Tomáš | |
utb.contributor.internalauthor | Kazíková, Anežka | |
utb.fulltext.affiliation | Michal Pluhacek Faculty of Applied Informatics Tomas Bata University in Zlin Zlin, Czech Republic pluhacek@utb.cz Adam Viktorin Faculty of Applied Informatics Tomas Bata University in Zlin Zlin, Czech Republic aviktorin@utb.cz Tomas Kadavy Faculty of Applied Informatics Tomas Bata University in Zlin Zlin, Czech Republic kadavy@utb.cz Anezka Kazikova Faculty of Applied Informatics Tomas Bata University in Zlin Zlin, Czech Republic kazikova@utb.cz | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | This work was supported by the Internal Grant Agency of Tomas Bata University under the Projects no. IGA/CebiaTech/2021/001, and further by the resources of A.I.Lab at the Faculty of Applied Informatics, Tomas Bata University in Zlin (ailab.fai.utb.cz). | |
utb.wos.affiliation | [Pluhacek, Michal; Viktorin, Adam; Kadavy, Tomas; Kazikova, Anezka] Tomas Bata Univ Zlin, Fac Appl Informat, Zlin, Czech Republic | |
utb.scopus.affiliation | Tomas Bata University in Zlin, Faculty of Applied Informatics, Zlin, Czech Republic | |
utb.fulltext.projects | IGA/CebiaTech/2021/001 | |
utb.fulltext.faculty | Faculty of Applied Informatics | |
utb.fulltext.ou | - |