DocumentCode :
2142749
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
fYear :
2010
fDate :
14-16 Aug. 2010
Firstpage :
308
Lastpage :
313
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;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Granular Computing (GrC), 2010 IEEE International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-7964-1
Type :
conf
DOI :
10.1109/GrC.2010.182
Filename :
5575940
Link To Document :
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