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- W1552808854 abstract "In fuzzy models, redundancy may be present in the form of similar fuzzy sets, especially in the construction of a fuzzy system from a set of given training examples. In this paper, a simple formula for calculating the degree of similarity of Trapezoidal membership functions is derived in order to merge similar membership functions and hence to obtain a more transparent rule-base with a minimum number of membership functions. A simplification algorithm by using the proposed similarity measure has been applied to fuzzy models of nonlinear functions approximation." @default.
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- W1552808854 date "2012-01-01" @default.
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- W1552808854 title "Rule base simplification by using a similarity measure of fuzzy sets" @default.
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- W1552808854 doi "https://doi.org/10.3233/ifs-2012-0509" @default.
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