A NEW OBJECTIVE METHOD FOR DETERMINING CRITERIA WEIGHTS IN MCDM MODELS - LOGSTA

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dc.contributor.authorStevic, Z.
dc.contributor.authorUlutas, A.
dc.contributor.authorTopal, A.
dc.contributor.authorMarinkovic, D.
dc.contributor.authorCavoski, S.
dc.date.accessioned2026-04-04T13:31:22Z
dc.date.available2026-04-04T13:31:22Z
dc.date.issued2025
dc.departmentİnönü Üniversitesi
dc.description.abstractDetermining criteria weights is the crucial part of the MCDM process as the weights significantly affect the ranking results of alternatives. Therefore, various techniques have been created to determine the weights of criteria, which are grouped into subjective, objective, and hybrid techniques. In this study, a new method based on LOGarithmic normalization and STAndard deviation (LOGSTA) is developed to determine objective criteria weights. The method has been described through two examples, one with square matrix (six alternatives and six criteria) and the second with seven alternatives and five criteria. The outcomes of the LOGSTA technique are compared with the Entropy, CRITIC, MEREC techniques to present the validity of results. LOGSTA shows various ranks although in some cases, it is fully correlated, which has been provided with SCC and WS correlation coefficients. The comparative analysis shows that the LOGSTA is efficient to determine objective weights of criteria. This method allows consideration of both types of criteria, a separate normalization process for benefit and cost criteria, and a different normalization procedure compared to other methods.
dc.identifier.doi10.2507/IJSIMM24-4-738
dc.identifier.issn1726-4529
dc.identifier.issn1996-8566
dc.identifier.issue4
dc.identifier.scopus2-s2.0-105025559517
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.2507/IJSIMM24-4-738
dc.identifier.urihttps://hdl.handle.net/11616/108768
dc.identifier.volume24
dc.identifier.wosWOS:001630638900003
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherDaaam International Vienna
dc.relation.ispartofInternational Journal of Simulation Modelling
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250329
dc.subjectLOGSTA
dc.subjectMCDM
dc.subjectCriteria Weights
dc.subjectObjective Method
dc.titleA NEW OBJECTIVE METHOD FOR DETERMINING CRITERIA WEIGHTS IN MCDM MODELS - LOGSTA
dc.typeArticle

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