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Approach for Establishing Intuitionistic Fuzzy Linear Regression Models Based on Weakest T-norm Arithmetic

Liang-Hsuan Chen, Shenh-Hsing Nien

IEEE Transactions on Fuzzy Systems（2021）

Cited 4|Views19
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Abstract
This article establishes an intuitionistic fuzzy linear regression model (IFLRM) under the consideration that the explanatory and response variables in the observation data set as well as the parameters of the model are intuitionistic fuzzy numbers (IFNs). The weakest T-norm arithmetic is applied in the formulation of the IFLRMs to avoid wide spreads in the predicted IFN responses. The sign of the...
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Key words
Fuzzy sets,Mathematical model,Mathematical programming,Linear regression,Frequency selective surfaces,Upper bound,Predictive models
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