Diversifying Search in Bee Algorithms for Numerical Optimisation

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dc.authoridAydin, Mehmet/0000-0002-4890-5648
dc.contributor.authorDugenci, Muharrem
dc.contributor.authorAydin, Mehmet Emin
dc.date.accessioned2024-09-29T15:50:53Z
dc.date.available2024-09-29T15:50:53Z
dc.date.issued2018
dc.departmentKarabük Üniversitesien_US
dc.description10th International Conference on Computational Collective Intelligence (ICCCI) -- SEP 05-07, 2018 -- Bristol, ENGLANDen_US
dc.description.abstractSwarm intelligence offers useful instruments for developing collective behaviours to solve complex, ill-structured and large-scale problems. Efficiency in collective behaviours depends on how to harmonise the individual contributions so that a complementary collective effort can be achieved to offer a useful solution. The harmonisation helps blend diversification and intensification suitably towards efficient collective behaviours. In this study, two renown honeybees-inspired algorithms were analysed with respect to the balance of diversification and intensification and a hybrid algorithm is proposed to improve the efficiency accordingly. The proposed hybrid algorithm was tested with solving wellknown highly dimensional numerical optimisation (benchmark) problems. Consequently, the proposed hybrid algorithm has demonstrated outperforming the two original bee algorithms in solving hard numerical optimisation benchmarks.en_US
dc.description.sponsorshipUniv W England,Wroclaw Univ Sci & Technolen_US
dc.identifier.doi10.1007/978-3-319-98446-9_13
dc.identifier.endpage144en_US
dc.identifier.isbn978-3-319-98446-9
dc.identifier.isbn978-3-319-98445-2
dc.identifier.issn0302-9743
dc.identifier.issn1611-3349
dc.identifier.scopus2-s2.0-85053153231en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage132en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-319-98446-9_13
dc.identifier.urihttps://hdl.handle.net/20.500.14619/3787
dc.identifier.volume11056en_US
dc.identifier.wosWOS:000458812900013en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer International Publishing Agen_US
dc.relation.ispartofComputational Collective Intelligence, Iccci 2018, Pt Iien_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSwarm intelligenceen_US
dc.subjectNumerical optimisationen_US
dc.subjectBee-inspired algorithmsen_US
dc.subjectDiversification and intensificationen_US
dc.titleDiversifying Search in Bee Algorithms for Numerical Optimisationen_US
dc.typeConference Objecten_US

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