Title :
Further exploration on relationship between crisp sets and fuzzy sets
Author :
Wang, Zhao-xia ; Wang, Quan ; Bai, Ming ; Chen, Zeng-qiang ; Sun, Zhen
Author_Institution :
Sch. of Electron. Inf. Eng., Tianjin Univ. of Technol., Tianjin, China
Abstract :
This paper employs the concept of fuzzify upgrade operator to describe the relationship between crisp sets, fuzzy sets and higher order fuzzy sets, such as type-2 fuzzy sets. Theory analysis and case studies demonstrate that a crisp set can be represented by a type-1 fuzzy set, a type-1 fuzzy set can be represented by a type-2 fuzzy set, and a type-n (n>=2) fuzzy set can be represented by a type-(n+1) (n>=2) fuzzy set. The fuzzify upgrade operator makes crisp sets, type-1 fuzzy sets, type-2 fuzzy sets and any fuzzy sets much more accessible to all readers. The relationship between crisp sets and fuzzy sets are explored.
Keywords :
fuzzy set theory; crisp sets; fuzzify upgrade operator; higher order fuzzy sets; theory analysis; type-1 fuzzy sets; type-2 fuzzy sets; Automation; Drives; Function approximation; Fuzzy control; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Gaussian processes; Humans; Uncertainty; Fuzzify upgrade operator; crisp set; type-1 fuzzy set; type-2 fuzzy set;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451688