Group Decision Support under Intuitionistic Fuzzy Relations: The Role of Weak Transitivity and Consistency. Issue 10 (16th February 2018)

• Record Type: Journal Article
• Authors: Pȩkala, Barbara; Szmidt, Eulalia; Kacprzyk, Janusz
• Other Names: De Tré Guy guestEditor.; Kacprzyk Janusz guestEditor.; Pasi Gabriella guestEditor.; Zadrożny Sławomir guestEditor.; Bronselaer Antoon guestEditor.
• Is Part Of: International journal of intelligent systems. Volume 33:Issue 10(2018)
• Page Start: 2078
• Page End: 2095
• Publication Date: 2018-02-16
• Subjects: Artificial intelligence -- Periodicals; Expert systems (Computer science) -- Periodicals; Intelligence artificielle -- Périodiques; Systèmes experts (Informatique) -- Périodiques; 006.3
• DOI: 10.1002/int.21923
• Languages: English
• ISSNs: 0884-8173

Abstract

Abstract: Human beings represent and process imperfect information in a natural way, whereas effective approaches are still being looked for in the area of soft computing. Atanassov's intuitionistic fuzzy sets and especially Atanassov's intuitionistic fuzzy relations are are tools that make it possible to model in an effective way imperfect information. In this paper, we discuss the transitivity problem of Atanassov's intuitionistic fuzzy relations. The transitivity property reflects the consistency of a preference relation. Therefore, transitivity is important from the point of view of real problems appearing, e.g., in group decision making, choice, and utility theories widely making use of the preference procedures. We study here in detail transitivity property of Atanassov's intuitionistic fuzzy relations and propose a new algorithm for generating weakly transitivity among the alternatives (options) considered. Next, making use of the new algorithm we propose a procedure of ranking of the alternatives in a group decision‐making problem.