Working on the Structural Components of Evolutionary Approaches

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dc.contributor.authorTzanetos, Alexandroscs
dc.contributor.authorKůdela, Jakubcs
dc.date.accessioned2025-04-08T13:56:12Z
dc.date.available2025-04-08T13:56:12Z
dc.date.issued2024-11-20cs
dc.description.abstractSeveral researchers have turned their attention to the structural components of Evolutionary Computation and Swarm Intelligence-oriented approaches. This direction offers various opportunities, such as developing automatic design and configuration frameworks and integrating operators and mechanisms addressing known limitations. This work lists recent operators and discusses promising mechanisms found in existing atureinspired approaches. It also discusses how these algorithmic components can be integrated into modular frameworks and how they can be assessed and benchmarked. The work aims to emphasize the importance of the research direction about nature-inspired mechanisms and operators in the Evolutionary Computation field.en
dc.formattextcs
dc.format.extent375-382cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationProceedings of the 16th International Joint Conference on Computational Intelligence. 2024, p. 375-382.en
dc.identifier.doi10.5220/0013083400003837cs
dc.identifier.isbn978-989-758-721-4cs
dc.identifier.orcid0000-0002-4372-2105cs
dc.identifier.other196899cs
dc.identifier.researcheridP-7327-2018cs
dc.identifier.scopus56769626500cs
dc.identifier.urihttps://hdl.handle.net/11012/250859
dc.language.isoencs
dc.publisherScience and Technology Publications, Ldacs
dc.relation.ispartofProceedings of the 16th International Joint Conference on Computational Intelligencecs
dc.relation.urihttps://www.scitepress.org/Link.aspx?doi=10.5220/0013083400003837cs
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/cs
dc.subjectEvolutionary Computationen
dc.subjectSwarm Intelligenceen
dc.subjectNature-Inspired Intelligenceen
dc.subjectMechanismsen
dc.subjectOperatorsen
dc.subjectModular Algorithms.en
dc.titleWorking on the Structural Components of Evolutionary Approachesen
dc.type.driverconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-196899en
sync.item.dbtypeVAVen
sync.item.insts2025.04.08 15:56:12en
sync.item.modts2025.04.08 15:32:56en
thesis.grantorVysoké učení technické v Brně. Fakulta strojního inÅŸenÃœrství. Ústav automatizace a informatikycs
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