Ranking intuitionistic fuzzy sets with hypervolume-based approach: An application for multi-criteria assessment of energy alternatives

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dc.contributor.authorDeveci, Kaan
dc.contributor.authorGuler, Onder
dc.date.accessioned2025-02-20T08:42:19Z
dc.date.available2025-02-20T08:42:19Z
dc.date.issued2024
dc.departmentTürk-Alman Üniversitesien_US
dc.description.abstractRanking Intuitionistic Fuzzy Sets (IFS) using distance-based methods involves calculating the distance between an IFS and a reference point which represents either maximum (positive ideal solution) or minimum (negative ideal solution) value. These methods assume that similarity of an IFSs to the reference point increases as its distance from it decreases. While it is a common practice to use nonlinear distance functions for ranking IFSs, this paper proves that no nonlinear IF distance function can be robust. In this study, the shortcomings of the conventional procedure are demonstrated by providing a mathematical proof and an alternative ranking method based on the hypervolume metric is proposed. In addition, the suggested ranking approach is extended as a new multi-criteria decision making method called Hypervolume-based Evaluation and Ranking Technique (HEART). HEART is applied for multi-criteria assessment of Turkey's energy alternatives. Results are compared with three distance based multi-criteria decision making methods: TOPSIS, VIKOR, and CODAS.
dc.description.sponsorshipIstanbul Technical University [MDK-2021-43419]; Scientific and Technological Research Council of Turkey (TUBITAK) [2211/A]
dc.description.sponsorshipThis work was supported by the Istanbul Technical University under the grant number MDK-2021-43419. The authors express their gratitude for the financial support and resources provided. The author Kaan Deveci would also like to express his gratitude to The Scientific and Technological Research Council of Turkey (TUBITAK) for their partial support in conducting this research under 2211/A program.
dc.identifier.doi10.1016/j.asoc.2023.111038
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85183766230
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2023.111038
dc.identifier.urihttps://hdl.handle.net/20.500.12846/1650
dc.identifier.volume150en_US
dc.identifier.wosWOS:001127227300001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofApplied Soft Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250220
dc.subjectRanking intuitionistic fuzzy setsen_US
dc.subjectDistance based rankingen_US
dc.subjectHypervolumeen_US
dc.subjectMulti-criteria decision makingen_US
dc.titleRanking intuitionistic fuzzy sets with hypervolume-based approach: An application for multi-criteria assessment of energy alternatives
dc.typeArticle

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