A multi-criteria decision making approach for machine tool selection problem in a fuzzy environment

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dc.authorscopusid26768166200
dc.authorscopusid22936099500
dc.authorscopusid6507421480
dc.authorscopusid22935404800
dc.contributor.authorÖzgen,A.
dc.contributor.authorTuzkaya,G.
dc.contributor.authorTuzkaya,U.R.
dc.contributor.authorÖzgen,D.
dc.date.accessioned2024-05-25T12:31:06Z
dc.date.available2024-05-25T12:31:06Z
dc.date.issued2011
dc.departmentOkan Universityen_US
dc.department-tempÖzgen A., Department of Industrial Engineering, Okan University, Tuzla, 34959, Akfirat, Turkey; Tuzkaya G., Department of Industrial Engineering, Yildiz Technical University, Yildiz, 34349, Barbaros Street, Turkey; Tuzkaya U.R., Department of Industrial Engineering, Yildiz Technical University, Yildiz, 34349, Barbaros Street, Turkey; Özgen D., Department of Industrial Engineering, Yildiz Technical University, Yildiz, 34349, Barbaros Street, Turkeyen_US
dc.description.abstractTools and machines have an important effect on the manufacturing operations' effectiveness and the selection process of appropriate tools and machines is a complex issue with the consideration of multiple criteria. Considering the complexity of the problem area and the difficulties in machine tools evaluation processes, the main purpose of this study is to present a novel and effective methodology for machine tool selection problem. The proposed methodology constituted for this aim combines the modified DELPHI method, AHP (Analytical Hierarchy Process) and PROMETHEE (Preference Ranking Organization METHod for Enrichment Evaluations) approaches with fuzzy sets theory to be able to reflect the vagueness related to judgment of the decision-maker(s). A real life application is realized for pressing machine selection problem of a fixing products manufacturer from Turkey, Istanbul. The results of the proposed approach are compared with the results of fuzzy AHP–fuzzy TOPSIS approach. Additionally, sensitivity analyses are realized to show the changes in the results with the change in the criteria weights. © 2011 Taylor & Francis Group, LLC.en_US
dc.identifier.citation51
dc.identifier.doi10.1080/18756891.2011.9727802
dc.identifier.endpage445en_US
dc.identifier.issn1875-6891
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-80052185392
dc.identifier.scopusqualityQ1
dc.identifier.startpage431en_US
dc.identifier.urihttps://doi.org/10.1080/18756891.2011.9727802
dc.identifier.urihttps://hdl.handle.net/20.500.14517/2252
dc.identifier.volume4en_US
dc.identifier.wosqualityQ3
dc.language.isoen
dc.relation.ispartofInternational Journal of Computational Intelligence Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAHPen_US
dc.subjectFuzzy setsen_US
dc.subjectMachine tool selectionen_US
dc.subjectModified DELPHI methoden_US
dc.subjectPROMETHEEen_US
dc.titleA multi-criteria decision making approach for machine tool selection problem in a fuzzy environmenten_US
dc.typeArticleen_US
dspace.entity.typePublication

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