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Interval-Valued Intuitionistic Fuzzy Decision-Making Method using Index Matrices and Application in Outsourcing

Velichka Traneva, Stoyan Tranev, Deyan Mavrov

2021Annals of Computer Science and Information Systems16 citationsDOIOpen Access PDF

Abstract

Selecting a suitable outsourcing service provider is a challenging problem that requires discussion among a group of experts. The problems of this type belongs to the area of multicriteria decision-making. Interval-valued intuitionistic fuzzy sets, which are an extension of intuitionistic fuzzy sets, are a capable tool in modeling uncertain problems. In this paper we will formulate an optimal interval-valued intuitionistic fuzzy multicriteria decision-making problem in outsourcing and propose a new approach for the selection of the most appropriate candidates; as well as a software program for its automated solution, based on our previous libraries. As an example of a case study, an application of the algorithm on real data from a refinery is demonstrated.

Topics & Concepts

OutsourcingIndex (typography)Fuzzy setComputer scienceFuzzy logicMathematicsMathematical optimizationArtificial intelligenceBusinessWorld Wide WebMarketingIntuitionistic Fuzzy Systems ApplicationsMulti-Criteria Decision MakingInformation Systems and Technology Applications