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USING STATISTICAL VIEWPOINT IN DEVELOPING CORRELATION OF INTUITIONISTIC FUZZY SETS
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2001
Year
Fuzzy Multi-criteria Decision-makingFuzzy LogicEngineeringFuzzy ComputingData ScienceData MiningUncertainty QuantificationFuzzy MathematicsFuzzy Expert SystemCorrelation CoefficientManagementStatistical ViewpointFuzzy OptimizationIntuitionistic Fuzzy SetsDecision TheoryStatisticsFuzzy Pattern RecognitionMathematical Statistics
In this paper, we propose a method to calculate the correlation coefficient of intuitionistic fuzzy sets by means of mathematical statistics. This value obtained from our formula tell us not only the strength of relationship between the intuitionistic fuzzy sets, but also whether the intuitionistic fuzzy sets are positively or negatively related. This approach looks better than previous methods which only evaluate the strength of the relation. Furthermore, we extend the proposed method to interval-valued intuitionistic fuzzy sets. The value of the correlation coefficient between interval-valued intuitionistic fuzzy sets lies in the interval [-1, 1], as computed from our formula.