Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2008.04a
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- Pages.155-156
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- 2008
Design and Analysis of Interval Type-2 Fuzzy Logic System
Interval Type-2 Fuzzy논리 집합의 설계 및 분석
- Kim, Dae-Bok (Department of Electrical Engineering. The University of Suwon) ;
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Oh, Sung-Kwun
(Department of Electrical Engineering. The University of Suwon)
- Published : 2008.04.25
Abstract
In this paper, an interval type-2 fuzzy logic system is designed and compared with a type-1 fuzzy logic system. To compare performance of a type-1 fuzzy logic system with the type-2 fuzzy logic system, we apply type-1 fuzzy logic system and type-2 system to modeling the noised data. Membership function of interval type-2 fuzzy logic system is designed consequents of rules including uncertainty. For general type-2 fuzzy logic system computational complexity is severe. On the other hand, theoretic and arithmetic computations for interval type-2 fuzzy logic systems are very simple.
Keywords