Performance Comparison of Different Optimization Algorithms

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dc.authoridKarci, Ali/0000-0002-8489-8617
dc.authoridTOPTAŞ, Buket/0000-0003-2556-8199
dc.authoridköse, esra karadeniz/0000-0002-7369-7211
dc.authorwosidKARCI, Ali/A-9604-2019
dc.authorwosidKarci, Ali/AAG-5337-2019
dc.authorwosidTOPTAŞ, Buket/HTL-3938-2023
dc.authorwosidköse, esra karadeniz/ABG-7419-2020
dc.contributor.authorToptas, Buket
dc.contributor.authorKaradeniz, Esra
dc.contributor.authorKarci, Ali
dc.date.accessioned2024-08-04T20:45:50Z
dc.date.available2024-08-04T20:45:50Z
dc.date.issued2018
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractOptimization algorithms are popular approaches to solving problems in many field. By considering the performance criteria of the optimization algorithms, optimization algorithms suitable for the topic are selected. In this study, the performance criteria of the five optimization algorithms, which have the same mathematical test functions and the parameter values of these functions and the decision variables, the number of populations and the number of execution cycles of the algorithm, are compared. Artificial Bee Colony Algorithm, Particle Swarm Optimization Algorithm, Fire Beetle Algorithm, Symbiotic Organism Algorithm and Biogeography Based Optimization Algorithm are used as optimization algorithms. Performance measures of these five optimization algorithms are calculated on three different benchmarking algorithms. The calculation results are presented as numerical values.en_US
dc.description.sponsorshipInonu Univ, Comp Sci Dept,IEEE Turkey Sect,Anatolian Scien_US
dc.identifier.isbn978-1-5386-6878-8
dc.identifier.scopus2-s2.0-85062551949en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11616/98704
dc.identifier.wosWOS:000458717400073en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing (Idap)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectABCen_US
dc.subjectPSOen_US
dc.subjectFAen_US
dc.subjectBBOen_US
dc.subjectSOSen_US
dc.titlePerformance Comparison of Different Optimization Algorithmsen_US
dc.typeConference Objecten_US

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