Generalized rough approximations in LΠ1/2

被引:13
作者
Ciucci, Davide [1 ]
Flaminio, Tommaso [2 ]
机构
[1] Univ Milan, Dipartimento Informat Sistemist & Commun, I-20126 Milan, Italy
[2] Univ Siena, Dipartimento Matemat & Sci Informat, I-53100 Siena, Italy
关键词
fuzzy sets; rough approximations; abstract approximation spaces; fuzzy rough sets;
D O I
10.1016/j.ijar.2007.10.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we will treat a generalization of inner and outer approximations of fuzzy sets, which we will call R-inner and R-outer approximations respectively (R being any finite set of rational numbers in [0, 1]). In particular we will discuss the case of those fuzzy sets which are definable in the logic L Pi 1/2 by means of step functions from the hypercube [0, 1](k) and taking value in an arbitrary (finite) subset of [0, 1] boolean AND Q. Then, we will show that if a fuzzy set is definable as truth table of a formula of L Pi 1/2, then both its R-inner and R-outer approximation are definable as truth table of formulas of L Pi 1/2. Finally, we will introduce a generalization of abstract approximation spaces and compare our approach with the notion of fuzzy rough set. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:544 / 558
页数:15
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