Efficiency analysis technique with input and output satisficing approach based on Type-2 Neutrosophic Fuzzy Sets: A case study of container shipping companies

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dc.contributor.authorZolfani, Sarfaraz Hashemkhani
dc.contributor.authorGörçün, Ömer Faruk
dc.contributor.authorÇanakçıoğlu, Mustafa
dc.contributor.authorTirkolaee, Erfan Babaee
dc.date.accessioned2023-04-24T13:29:56Z
dc.date.available2023-04-24T13:29:56Z
dc.date.issued2023en_US
dc.departmentUygulamalı Bilimler Fakültesien_US
dc.description.abstractThis work tries to discuss and evaluate the advantages and superiorities of the extended Efficiency Analysis Technique with Input and Output Satisficing (EATWIOS) method based on Type-2 Neutrosophic Fuzzy Numbers (T2NFNs). The suggested model is maximally stable and robust by considering sensitivity analysis results which demonstrates a new performance analysis approach based on T2NFN sets. The proposed model deals with the input and output criteria and considers existing uncertainties arising from insufficient information and the dynamic structure of the industries. The model’s basic algorithm has a unique structure compared to the previous performance analysis technique, and it does not require applying additional weighting techniques to identify the criteria weights. To the best of our knowledge, the extended version of the EATWIOS technique based on the T2NFN set is presented for the first time. The developed model provides reasonable and logical results to practitioners because it deals with satisfactory outputs instead of optimal outputs. This model is an immensely strengthened version of the EATWIOS technique, as the T2NFN sets treat predictable and unpredictable uncertainties. The suggested T2NFN-EATWIOS is then applied to a real-world assessment problem in the container shipping industry. The obtained results are pretty reasonable and logical. Moreover, the results of a comprehensive sensitivity analysis with three stages approve the robustness of the suggested model.en_US
dc.identifier.doi10.1016/j.eswa.2023.119596en_US
dc.identifier.endpage21en_US
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.scopus2-s2.0-85147088961en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1en_US
dc.identifier.urihttps://hdl.handle.net/11363/4499
dc.identifier.urihttps://doi.org/
dc.identifier.volume218en_US
dc.identifier.wosWOS:000927559400001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPERGAMON-ELSEVIER SCIENCE LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLANDen_US
dc.relation.ispartofExpert Systems with Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectType-2 Neutrosophic Fuzzy Setsen_US
dc.subjectEATWIOSen_US
dc.subjectPerformance analysisen_US
dc.subjectContainer shipping industryen_US
dc.titleEfficiency analysis technique with input and output satisficing approach based on Type-2 Neutrosophic Fuzzy Sets: A case study of container shipping companiesen_US
dc.typeArticleen_US

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