DocumentCode :
2899517
Title :
New Research on Fuzzy Rough Sets
Author :
Wu, Qing-e ; Wang, Tuo ; Huang, Yong-xuan ; Li, Ji-sheng
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ.
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
4178
Lastpage :
4183
Abstract :
For probing into further the relations of the general algebraic theories and fuzzy rough sets theories, this paper presents several new theories and definitions on fuzzy rough sets including half-group, group, subgroup, ring, subring, ideal, field. These new algebraic theories studied on fuzzy rough sets will break through the boundary of deterministic attribute space in general algebraic theories so that we may discuss and solve some fuzzy or uncertain problems on approximate space of fuzzy rough sets. Thus, the new theories development in this paper leads to advancements in general algebra and in turn can form the theoretic base for further applications of fuzzy rough sets. Advancements in general algebra through the study of algebraic theories on fuzzy rough sets are not only applicable to fuzzy rough sets fields, but also are of important theoretical value to modern algebra
Keywords :
fuzzy set theory; group theory; rough set theory; algebraic theories; fuzzy rough sets; half-group; subgroup; subring; Algebra; Cybernetics; Fuzzy sets; Gold; Machine learning; Pattern recognition; Real time systems; Rough sets; Fuzzy rough sets; field; group; pseudo-complement; ring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258939
Filename :
4028805
Link To Document :
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