The Monotonicity and Convexity of Unnormalized Interval Type-2 TSK Fuzzy Logic Systems

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	The Monotonicity and Convexity of Unnormalized Interval Type-2 TSK Fuzzy Logic Systems
	Wang, TC; Yi, JQ; Li, CD
	2010
会议名称	2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010)
会议录名称	IEEE International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
会议日期	2010
会议地点	Barcelona, Spain
摘要	This paper applies prior knowledge - monotonicity and convexity - to a Single-Input-Single-Output (SISO) unnormalized interval type-2 Takagi-Sugeno-Kang (TSK) Fuzzy Logic System (FLS). Sufficient conditions are provided to guarantee its monotonicity and convexity with respect to its input, respectively. The derived monotonic conditions focus on a zeroth-order TSK fuzzy model. Also, the corresponding proofs for the convex conditions of both the zeroth-order and first-order TSK fuzzy models are given, respectively. For the zeroth-order fuzzy systems, simulation examples demonstrate the validity of the theorems.
关键词	Single-input-single-output (Siso) Takagi-sugeno-kang (Tsk) Fuzzy Logic System (Fls)
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/5552
专题	综合信息系统研究中心
通讯作者	Wang, TC
推荐引用方式 GB/T 7714	Wang, TC,Yi, JQ,Li, CD. The Monotonicity and Convexity of Unnormalized Interval Type-2 TSK Fuzzy Logic Systems[C],2010.

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