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- W3093309942 abstract "Interval type-2 fuzzy logic systems (IT2 FLSs) have been widely used in many areas. Among which, type-reduction (TR) is an important block for theoretical study. Noniterative algorithms do not involve the complicated iteration process and obtain the system output directly. By discovering the inner relations between discrete and continuous noniterative algorithms, this paper proposes three types of weighted-based noniterative according to the Newton-Cotes quadrature formulas in numerical integration techniques. Moreover, the continuous noniterative algorithms are considered as the benchmarks for computing. Four simulation experiments are provided to illustrate the performances of weighted-based noniterative algorithms for computing the defuzzified values of IT2 FLSs. Compared with the original noniterative algorithms, the proposed weighted-based algorithms can obtain smaller absolute errors and faster convergence speeds under the same sampling rate, which afford the potential values for designing T2 FLSs." @default.
- W3093309942 created "2020-10-22" @default.
- W3093309942 creator A5037938939 @default.
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- W3093309942 date "2020-01-01" @default.
- W3093309942 modified "2023-09-24" @default.
- W3093309942 title "Study on weighted-based noniterative algorithms for centroid type-reduction of interval type-2 fuzzy logic systems" @default.
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- W3093309942 doi "https://doi.org/10.3934/math.2020494" @default.
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