In this paper we will treat a generalization of inner and outer approximations of fuzzy sets, which we will call R-inner and $R-outer approximations respectively (R being any finite set of rational numbers in [0,1]). In particular we will discuss the case of those fuzzy sets which are definable in the logic LP by means of step functions from the hypercube [0, 1]^k and taking value in an arbitrary (finite) subset of [0, 1] \cap Q$. Then, we will show that if a fuzzy set is definable as truth table of a formula of LP, then both its R-inner and R-outer approximation are definable as truth table of formulas of LP. Finally, we will introduce a generalization of abstract approximation spaces and compare out approach with the notion of fuzzy rough set.

Ciucci, D., Flaminio, T. (2008). Generalized rough approximations in LP1/2. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 48(2), 544-558 [10.1016/j.ijar.2007.10.006].

Generalized rough approximations in LP1/2

CIUCCI, DAVIDE ELIO;
2008

Abstract

In this paper we will treat a generalization of inner and outer approximations of fuzzy sets, which we will call R-inner and $R-outer approximations respectively (R being any finite set of rational numbers in [0,1]). In particular we will discuss the case of those fuzzy sets which are definable in the logic LP by means of step functions from the hypercube [0, 1]^k and taking value in an arbitrary (finite) subset of [0, 1] \cap Q$. Then, we will show that if a fuzzy set is definable as truth table of a formula of LP, then both its R-inner and R-outer approximation are definable as truth table of formulas of LP. Finally, we will introduce a generalization of abstract approximation spaces and compare out approach with the notion of fuzzy rough set.
Articolo in rivista - Articolo scientifico
Fuzzy sets; Rough approximations; Abstract approximation spaces; Fuzzy rough sets
English
2008
48
2
544
558
open
Ciucci, D., Flaminio, T. (2008). Generalized rough approximations in LP1/2. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 48(2), 544-558 [10.1016/j.ijar.2007.10.006].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/4702
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