DocumentCode :
3275133
Title :
Theory for intuitionistic fuzzy rough sets of two universes
Author :
Sun, Bing-zhen ; Ma, Wei-min ; Liu, Qin
Volume :
1
fYear :
2011
fDate :
10-13 July 2011
Firstpage :
307
Lastpage :
312
Abstract :
The combination of the rough sets theory with intuitionistic fuzzy sets is a novel theory and a flourish research community in dealing with uncertaintydecision or incomplete and imprecise information. This paper studies the primary theory of intuitionistic fuzzy rough sets over two universes. Firstly, we establish the intuitionistic fuzzy rough sets model over two universes with a constructive approach. Then, we study the properties of lower and upper approximation operators of intuitionistic fuzzy rough sets in the fuzzy approximation space of two universes. At the same time, we introduce the definition of the level cut sets for intuitionistic fuzzy rough sets over two universes. Finally, we establish the decomposition theorem for intuitionistic fuzzy rough sets over two universes according to the definitions of level cut sets.
Keywords :
approximation theory; fuzzy set theory; mathematical operators; rough set theory; fuzzy approximation space; intuitionistic fuzzy rough sets model; level cut sets; lower approximation operators; rough sets theory; two universes; upper approximation operators; Decomposition theorem; Intuitionistic fuzzy rough sets; Two universes fuzzy approximation space;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
ISSN :
2160-133X
Print_ISBN :
978-1-4577-0305-8
Type :
conf
DOI :
10.1109/ICMLC.2011.6016829
Filename :
6016829
Link To Document :
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