文章詳目資料

International Journal of Fuzzy Systems EISCIEScopus

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篇名 A Simplify Type Reduction for Interval Type-2 Fuzzy Sliding Controllers
卷期 15:4
作者 C.-W. TaoChia-Wen ChangJ. S. Taur
頁次 460-470
關鍵字 Interval type-2 fuzzy sliding-mode controllertype reductionEISCISCIEScopus
出刊日期 201312

中文摘要

英文摘要

1In this paper, a new reduction approach is presented to simplify the type reduction procedure for an interval type-2 fuzzy sliding controller. An interval type-2 fuzzy set can be considered as a collection of a large number type-1 fuzzy set. The union and intersection of all type-1 fuzzy sets with the corresponding embedded membership functions being their membership functions are found. With the information represented by the union and intersection combined, a type-1 membership function is retrieved and an interval type-2 fuzzy set is reduced to be a type-1 fuzzy set. The proposed simplified type reduction approach is also applied to the design of a hybrid interval type-2 fuzzy sliding controller for a ball-and-beam system. Compared to Extended-Karnik-Mendel (EKM) type reduction method, the simulation results are included to show the effectiveness of the designed hybrid interval type-2 fuzzy sliding controllers using the simplified type reduction.

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