Parameter calibration with Modified Artificial Bee Colonies Algorithm

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dc.authorscopusid57203171979
dc.authorscopusid14053392600
dc.contributor.authorKorkmaz Tan, Rabia
dc.contributor.authorBora, Şebnem
dc.date.accessioned2022-05-11T14:15:53Z
dc.date.available2022-05-11T14:15:53Z
dc.date.issued2018
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.descriptionAselsan;et al.;Huawei;IEEE Signal Processing Society;IEEE Turkey Section;Netas
dc.description26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 -- 2 May 2018 through 5 May 2018 -- -- 137780
dc.description.abstractAnalytical solutions are not possible due to the complexity and large-scale data sets of complex systems. In order to facilitate the examination of these systems, agent based modeling and simulation techniques are often used. When studies done in recent years are examined, it is seen that meta-heuristic algorithms are often used for optimization with modeling and simulation. In this study, Artificial Bee Colonies algorithm is investigated for meta-heuristic algorithms for parameter calibration in complex systems with an optimization problem. The success of the parameter calibration process of complex systems has been tested with the Modified Artificial Bee Colonies Algorithm, which has been proven in this work. © 2018 IEEE.
dc.identifier.doi10.1109/SIU.2018.8404265
dc.identifier.endpage4
dc.identifier.isbn978-1538615010
dc.identifier.scopus2-s2.0-85050825199
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.1109/SIU.2018.8404265
dc.identifier.urihttps://hdl.handle.net/20.500.11776/6111
dc.indekslendigikaynakScopus
dc.institutionauthorBora, Şebnem
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectArtificial Bee Colony
dc.subjectComplex system
dc.subjectModified Artificial Bee Colony
dc.subjectOptimization
dc.subjectAutonomous agents
dc.subjectCalibration
dc.subjectComputational methods
dc.subjectHeuristic algorithms
dc.subjectLarge scale systems
dc.subjectOptimization
dc.subjectSignal processing
dc.subjectAgent-based modeling and simulation
dc.subjectArtificial bee colonies
dc.subjectLarge scale data sets
dc.subjectMeta heuristic algorithm
dc.subjectModel and simulation
dc.subjectOptimization problems
dc.subjectParameter calibration
dc.subjectParameter estimation
dc.titleParameter calibration with Modified Artificial Bee Colonies Algorithm
dc.title.alternativeModifiye Yapay Ari Kolonileri Algoritmasi ile Parametre Ayarlama]
dc.typeConference Object

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