Footprint of uncertainty for type-2 fuzzy sets

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Footprint of uncertainty for type-2 fuzzy sets
	Mo, Hong 1; Wang, F. -Y.2,3 ; Zhou, Min1,4 ; Li, Runmei 4; Xiao, Zhiquan 5
发表期刊	INFORMATION SCIENCES
	2014-07-10
卷号	272 页码:96-110
文章类型	Article
摘要	In the paper, a new and comprehensible definition is proposed for type-2 fuzzy sets (T2 FSs), and the primary and secondary memberships function are defined respectively by using multi valued mapping. A new definition and formula for the footprint of uncertainty (FOU) is presented, and based on the new definitions, the relation between FOU and the original definition of T2 FS is discussed. Finally, the partition method of FOU is provided to represent the primary membership grade, the FOU and the interval type-2 fuzzy sets (IT2 FS) when the upper and lower membership functions (UMF, LMF) of FOU are given. (C) 2014 Elsevier Inc. All rights reserved.
关键词	Type-2 Fuzzy Set (T2 Fs) Interval Type-2 Fuzzy Set (It2 Fs) Footprint Of Uncertainty (Fou) Partition Method Of Fou
WOS标题词	Science & Technology ; Technology
关键词[WOS]	LOGIC SYSTEMS ; DYNAMIC-SYSTEMS ; EXPERT-SYSTEM ; DESIGN ; OPTIMIZATION ; CONTROLLERS ; WORDS ; MODEL
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems
WOS记录号	WOS:000336463100007
引用统计	被引频次：78[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3662
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
作者单位	1.Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha 410114, Hunan, Peoples R China 2.Chinese Acad Sci, Inst Automat, Key Lab Management & Intelligent Control Complex, Beijing 10190, Peoples R China 3.Natl Univ Def Technol, Ctr Mil Computat Expt & Parallel Syst Technol, Changsha 410073, Hunan, Peoples R China 4.Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China 5.Wuhan Text Univ, Sch Mech & Elect Engn, Wuhan 430073, Hubei, Peoples R China
推荐引用方式 GB/T 7714	Mo, Hong,Wang, F. -Y.,Zhou, Min,et al. Footprint of uncertainty for type-2 fuzzy sets[J]. INFORMATION SCIENCES,2014,272:96-110.
APA	Mo, Hong,Wang, F. -Y.,Zhou, Min,Li, Runmei,&Xiao, Zhiquan.(2014).Footprint of uncertainty for type-2 fuzzy sets.INFORMATION SCIENCES,272,96-110.
MLA	Mo, Hong,et al."Footprint of uncertainty for type-2 fuzzy sets".INFORMATION SCIENCES 272(2014):96-110.