Selection of Unmanned Aerial Vehicles by Using Multicriteria Decision-Making for Defence

dc.contributor.authorHamurcu, Mustafa
dc.contributor.authorEren, Tamer
dc.date.accessioned2021-01-14T18:10:33Z
dc.date.available2021-01-14T18:10:33Z
dc.date.issued2020
dc.departmentKKÜ
dc.description.abstractThe unmanned systems have been seeing a significant boom in the last ten years in different areas together with technological developments. One of the unmanned systems is unmanned aerial vehicles (UAVs). UAVs are used for reconnaissance and observation in the military areas and play critical role in attack and destroy missions. These vehicles have been winning more features together with developing technology in todays world. In addition, they have been varying with different features. A systematic and efficient approach for the selection of the UAV is necessary to choose a best alternative for the critical tasks under consideration. The multicriteria decision-making (MCDM) approaches that are analytic processes are well suited to deal intricacy in selection of alternative vehicles. This study also proposes an integrated methodology based on the analytic hierarch process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS) to evaluate UAV alternatives for selection process. Firstly, AHP, a MCDM method, is used to determine the weights of each critical factor. Subsequently, it is utilized with the TOPSIS approach to rank the vehicle alternatives in the decision problem. Result of the study shows that UAV-1 was selected as the most suitable vehicle. In results, it is seen that the weights of the evaluation criteria found by using AHP affect the decision-making process. Finally, the validation and sensitivity analysis of the solution are made and discussed.en_US
dc.identifier.citationHamurcu, M., & Eren, T. (2020). Selection of Unmanned Aerial Vehicles by Using Multicriteria Decision-Making for Defence. Journal of Mathematics, 2020, 1–11.en_US
dc.identifier.doi10.1155/2020/4308756
dc.identifier.issn2314-4629
dc.identifier.issn2314-4785
dc.identifier.scopus2-s2.0-85088021694
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1155/2020/4308756
dc.identifier.urihttps://hdl.handle.net/20.500.12587/12667
dc.identifier.volume2020en_US
dc.identifier.wosWOS:000546064700001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherHINDAWI LTDen_US
dc.relation.ispartofJOURNAL OF MATHEMATICS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.titleSelection of Unmanned Aerial Vehicles by Using Multicriteria Decision-Making for Defenceen_US
dc.typeArticle

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