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Fuzzy Cognitive Maps (FCM) are used to model the relationships between criteria and to handle high level of uncertainty. Multi criteria decision making (MCDM) is fascinating method to choose the optimal alternative from multiple alternatives according to some criteria. To deal with uncertainty in high complex non-linear problems FCMs are used whereas in problems involving decision making, to estimate the strength of the relationship is difficult. Inter-Valued Intuitionistic Fuzzy Cognitive Map is used to find the precise values in multi criteria decision making. In the recent researches to prioritize the products various ranking methods are applied. SIRSuperiority and Inferiority ranking method is a novel one with two types of flows superiority and inferiority through which the set of alternatives are ranked partially or completely. In this paper, the new integrated approach of Interval-Valued intuitionistic Fuzzy Cognitive Map (IVIFCM) with SIR is introduced and the effectiveness of the approach along with practicality is verified through the illustrative example of analyzing the best online resource tools used in higher education during the pandemic season in most of the countries with various criteria.

malaya journal of matematik

Integrated approach of superiority and inferiority ranking method with interval-valued intuitionistic fuzzy cognitive map (IVIFCM) for analyzing the online resource too