Footprint of uncertainty for type-2 fuzzy sets

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Footprint of uncertainty for type-2 fuzzy sets
	Mo, Hong 1; Wang, F. -Y.2,3 ; Zhou, Min 1,4; Li, Runmei 4; Xiao, Zhiquan 5
刊名	INFORMATION SCIENCES
	2014-07-10
卷号	272 页码:96-110
关键词	Type-2 fuzzy set (T2 FS) Interval type-2 fuzzy set (IT2 FS) Footprint of uncertainty (FOU) Partition method of FOU
英文摘要	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.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Information Systems
研究领域[WOS]	Computer Science
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记录号	WOS:000336463100007
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3662]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
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.