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Universal Approximation Theorem For Uninorm-Based Fuzzy Systems Modeling, Ronald R. Yager, Vladik Kreinovich
Universal Approximation Theorem For Uninorm-Based Fuzzy Systems Modeling, Ronald R. Yager, Vladik Kreinovich
Departmental Technical Reports (CS)
Most existing universal approximation results for fuzzy systems are based on the assumption that we use t-conorms and t-conorms to represent "and" and "or". Yager has proposed to use, within the fuzzy system modeling paradigm, more general operations based on uninorms. In this paper, we show that the universal approximation property holds for an arbitrary choice of a uninorm.