Title :
Intuitionistic Fuzzy Rough Approximation Operators Based on Intuitionistic Fuzzy Triangle Norm
Author :
Lin, Renbing ; Wang, Jiyi
Author_Institution :
Dept. of Math. & Phys., Zhejiang Shuren Univ., Hangzhou, China
Abstract :
In rough set theory, the lower and upper approximation operators defined by binary relations satisfy many interesting properties. Various generalizations of Pawlak´s rough approximations have been made in the literature over these years. This paper proposes a general framework for the study of intuitionistic fuzzy rough approximation operators based on intuitionistic fuzzy triangle norm. In the constructive approach, a pair of lower and upper induced from intuitionistic fuzzy relation are defined. Basic properties of intuitionsitic fuzzy rough approximation operators are then examined. By introducing intuitionistic fuzzy residual implication, Further properties of intuitionistic fuzzy rough approximation operators are then investigated. we propose that classical rough set and fuzzy rough are special types of intuitionistic fuzzy rough set based on intuitionistic fuzzy triangle norm.
Keywords :
approximation theory; fuzzy set theory; rough set theory; Pawlak rough approximations; intuitionistic fuzzy rough approximation operators; intuitionistic fuzzy triangle norm; rough set theory; Approximation methods; Book reviews; Conferences; Fuzzy sets; Rough sets; Approximation operator; Intuitionistic fuzzy relation; Intuitionistic fuzzy triangle norm; Rough set; fuzzy set;
Conference_Titel :
Granular Computing (GrC), 2010 IEEE International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-7964-1
DOI :
10.1109/GrC.2010.182