Title :
An algebraic characterisation of fuzzy rough sets
Author :
Radzikowska, Anna Maria ; Kerre, Etieniie E.
Author_Institution :
Syst. Res. Inst., Polish Acad. of Sci., Warsaw, Poland
Abstract :
We present an algebraic approach to fuzzy generalisation of rough sets. We take an arbitrary residuated lattice L as a basic algebraic structure. The L-fuzzy rough sets are defined using the product operator and its residuum provided by the residuated lattice L. Depending on classes of binary fuzzy relations, we define several classes of L-fuzzy rough sets and show properties of these structures.
Keywords :
algebra; fuzzy set theory; rough set theory; algebraic characterisation; binary fuzzy relations; fuzzy rough sets; Algebra; Computer science; Data analysis; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Lattices; Mathematics; Rough sets; Set theory;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375698