Novel Extension of DEMATEL Method by Trapezoidal Fuzzy Numbers and D Numbers for Management of Decision-Making Processes

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dc.citation.spage812
dc.citation.volume8
dc.contributor.authorPribićević, Ivan
dc.contributor.authorDoljanica, Suzana
dc.contributor.authorMomčilović, Oliver
dc.contributor.authorKumar Das, Dillip
dc.contributor.authorPamučar, Dragan
dc.contributor.authorStević, Željko
dc.date.accessioned2023-07-04T12:19:41Z
dc.date.available2023-07-04T12:19:41Z
dc.date.issued2020
dc.description.abstractThe decision-making trial and evaluation laboratory (DEMATEL) method is one of the most significant multi-criteria techniques for defining the relationships among criteria and for defining the weight coe cients of criteria. Since multi-criteria models are very often used in management and decision-making under conditions of uncertainty, the fuzzy DEMATEL model has been extended in this paper by D numbers (fuzzy DEMATEL-D). The aim of this research was to develop a multi-criteria methodology that enables the objective processing of fuzzy linguistic information in the pairwise comparison of criteria. This aim was achieved through the development of the fuzzy DEMATEL-D method. Combining D numbers with trapezoidal fuzzy linguistic variables (LVs) allows for the additional processing of uncertainties and ambiguities that exist in experts’ preferences when comparing criteria with each other. In addition, the fuzzy DEMATEL-D methodology has a unique reasoning algorithm that allows for the rational processing of uncertainties when using fuzzy linguistic expressions for pairwise comparisons of criteria. The fuzzy DEMATEL-D methodology provides an original uncertainty management framework that is rational and concise. In order to illustrate the e ectiveness of the proposed methodology, a case study with the application of the proposed multi-criteria methodology is presented.
dc.identifier.doi10.3390/math8050812
dc.identifier.urihttps://vaseljena.ues.rs.ba/handle/123456789/341
dc.language.isoen
dc.publisherMDPI
dc.sourceMathematics
dc.subjectD numbers; fuzzy sets; DEMATEL; multi-criteria decision-making; criteria weights
dc.titleNovel Extension of DEMATEL Method by Trapezoidal Fuzzy Numbers and D Numbers for Management of Decision-Making Processes
dc.typeArticle
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Саобраћајни факултет [Научни радови] / Faculty of Transport and Traffic Engineering [Scientific papers]