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Solving High Dimensional Problems with Artificial Bee Colony Algorithm on ARM Based Mobile Platform

dc.contributor.authorAslan S.
dc.contributor.authorAksoy A.
dc.contributor.authorGunay M.
dc.date.accessioned2020-06-21T09:05:27Z
dc.date.available2020-06-21T09:05:27Z
dc.date.issued2019
dc.identifier.isbn9781728129327
dc.identifier.urihttps://doi.org/10.1109/IDAP.2019.8875903
dc.identifier.urihttps://hdl.handle.net/20.500.12712/2324
dc.description2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019 -- 21 September 2019 through 22 September 2019 -- -- 153040en_US
dc.description.abstractThe mobile processors with the increasing computational capabilities and software supports for the devices equipped by them have attracted the researchers' attention to check whether they can be used for solving complex problems or not. In this study, we used a mobile device powered by an ARM® based processor as a test environment for Artificial Bee Colony (ABC) algorithm that is modelling intelligent foraging behavior of real honey bees. Experimental studies conducted by utilizing a set of high dimensional numeric problems showed that serial and parallel implementations of the ABC algorithm is successfully operated on the mobile device by producing similar results when compared to the serial and parallel counterparts run on a cluster containing conventional processors. © 2019 IEEE.en_US
dc.language.isoturen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.isversionof10.1109/IDAP.2019.8875903en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial Bee Colony algorithmen_US
dc.subjectmobile platformen_US
dc.subjectparallelizationen_US
dc.subjectswarm intelligenceen_US
dc.titleSolving High Dimensional Problems with Artificial Bee Colony Algorithm on ARM Based Mobile Platformen_US
dc.title.alternativeYapay Ari Koloni Algoritmasi ile Buyuk Boyutlu Problemlerin ARM Tabanli Mobil Platformda Cozulmesien_US
dc.typeconferenceObjecten_US
dc.contributor.departmentOMÜen_US
dc.relation.journal2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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