Title :
An axiomatic approch of interval-valued intuitionistic fuzzy rough sets based on interval-valued intuitionistic fuzzy approximation operators
Author :
Xu, Fei ; Yin, Haidong ; Wu, Qiufeng
Author_Institution :
Dept. of Inf. & Comput. Sci., Northeast Agric. Univ., Harbin, China
Abstract :
This paper presents a general framework for the study of (I, T)-interval-valued intuitionistic fuzzy rough sets integrating the intuitionistic rough set with the interval-valued fuzzy set theory by axiomatic approaches. Some primary properties of interval-valued fuzzy logical operators are first introduced and a pair of lower and upper interval-valued intuitionistic fuzzy rough approximation operators w.r.t. an arbitrary interval-valued intuitionistic fuzzy relations is then defined. Finally, an operator-oriented characterization of interval-valued intuittionistic fuzzy rough sets is proposed in the axiomatic approach, and some results about approximation operators are obtained.
Keywords :
approximation theory; fuzzy logic; fuzzy set theory; rough set theory; arbitrary interval-valued intuitionistic fuzzy relations; axiomatic approch; interval-valued fuzzy logical operators; interval-valued fuzzy set theory; interval-valued intuitionistic fuzzy approximation operators; interval-valued intuitionistic fuzzy rough sets; operator-oriented characterization; Approximation methods; Computers; Educational institutions; Fuzzy sets; Indexes; Lattices; Rough sets; Interval-valued intuitionistic fuzzy approximatio operators; Interval-valued intuitionistic fuzzy logical operators; Interval-valued intuitionistic fuzzy relations; Interval-valued intuitionistic fuzzy rough sets; Rough sets;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201619