A multi-objective genetic algorithm for community discovery

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dc.contributor.authorButun, Ertan
dc.contributor.authorKaya, Mehmet
dc.date.accessioned2026-08-12T16:08:25Z
dc.date.issued2013
dc.departmentFırat Üniversitesi
dc.description2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2013 -- 12 September 2013 through 14 September 2013 -- Berlin -- 101988
dc.description.abstractCommunity discovery in complex network has become an interesting topic in recent years. Multi-objective optimizations can entirely handle community discovery problem instead of single objective optimizations. Thus a multi-objective genetic algorithm approach is proposed for community discovery in complex networks in this paper. We improved MOGA-Net [1] proposed by Pizzuti by applying effective searching on search space at genetic algorithm steps. We tested our approach and achieved better results on synthetic networks and real life networks. © 2013 IEEE.
dc.description.sponsorshipIEEE Ukraine Section I and M / CI Joint Societies Chapter; THEY; University of Applied Sciences Hochschule fur Technik und Wirtschaft (HTW) Berlin; IEEE Instrumentation and Measurement Society (I and M); ONR
dc.identifier.doi10.1109/IDAACS.2013.6662690
dc.identifier.endpage292
dc.identifier.isbn978-147991426-5
dc.identifier.scopus2-s2.0-84892640785
dc.identifier.scopusqualityN/A
dc.identifier.startpage287
dc.identifier.urihttps://doi.org/10.1109/IDAACS.2013.6662690
dc.identifier.urihttps://hdl.handle.net/11508/41222
dc.identifier.volume1
dc.indekslendigikaynakScopus
dc.language.isoen
dc.relation.ispartofProceedings of the 2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2013
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectcommunity discovery; complex network; multi-objective evolutionary algorithm
dc.titleA multi-objective genetic algorithm for community discovery
dc.typeConference Object

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