Conference Scheduling with Epigenetic Algorithm

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dc.authoridBiroğul, Serdar/0000-0003-4966-5970
dc.authorwosidBiroğul, Serdar/HJH-8009-2023
dc.contributor.authorAtagün, Ercan
dc.contributor.authorBiroğul, Serdar
dc.date.accessioned2023-07-26T11:57:53Z
dc.date.available2023-07-26T11:57:53Z
dc.date.issued2022
dc.departmentDÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractThe most important of the activities where the presentations of scientific studies take place are academic conferences. The days, halls, and sessions are determined in advance to organize multidisciplinary conferences and this process is called conference scheduling. In multidisciplinary conferences, in the scheduling of presentations, the coexistence of studies belonging to the same fields in the same sessions is very important for the conference listener and the conference speaker. In this context, the multidisciplinary conference scheduling problem is considered a multi-constraint optimization problem. Multi-constraint optimization problems are solved with heuristic optimization techniques, not traditional optimization methods. In this study, the problem of conference scheduling is addressed using multidisciplinary conference data. The solution to the conference scheduling problem was realized with Genetic Algorithm (GA) and Epigenetic Algorithm (EGA) using C# programming language. In the study, experimental results obtained with GA and EGA were examined. As a result of this examination, it was seen that EGA achieved better results in fewer iterations compared to classical GA.en_US
dc.identifier.doi10.2339/politeknik.1010504
dc.identifier.issn1302-0900
dc.identifier.issn2147-9429
dc.identifier.trdizinid1227714en_US
dc.identifier.urihttps://doi.org/10.2339/politeknik.1010504
dc.identifier.urihttps://hdl.handle.net/20.500.12684/13337
dc.identifier.wosWOS:000859829200001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.institutionauthorAtagün, Ercan
dc.institutionauthorBiroğul, Serdar
dc.language.isoenen_US
dc.publisherGazi Univen_US
dc.relation.ispartofJournal of Polytechnic-Politeknik Dergisien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz$2023V1Guncelleme$en_US
dc.subjectGenetic Algorithm; Epigenetic Algorithm; Conference Schedulingen_US
dc.subjectDna Methylationen_US
dc.titleConference Scheduling with Epigenetic Algorithmen_US
dc.typeArticleen_US

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