A parametric representation of linguistic hedges in Zadeh’s fuzzy logic |
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Authors: | V. N. Huynh T. B. Ho Y. Nakamori |
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Affiliation: | a Department of Computer Science, University of Quinhon, 170 An Duong Vuong, Quinhon, Viet Nam;b School of Knowledge Science, Japan Advanced Institute of Science and Technology, Tatsunokuchi, Ishikawa 923-1292, Japan |
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Abstract: | This paper proposes a model for the parametric representation of linguistic hedges in Zadeh’s fuzzy logic. In this model each linguistic truth-value, which is generated from a primary term of the linguistic truth variable, is identified by a real number r depending on the primary term. It is shown that the model yields a method of efficiently computing linguistic truth expressions accompanied with a rich algebraic structure of the linguistic truth domain, namely De Morgan algebra. Also, a fuzzy logic based on the parametric representation of linguistic truth-values is introduced. |
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Keywords: | Linguistic hedges Linguistic variable Distributive lattice De Morgan algebra Fuzzy logic Approximate reasoning |
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