Abstract

Fuzzy set theory, soft set theory and rough set theory are powerful mathematical tools for dealing with various types of uncertainty. This paper is devoted to define a broad family of soft fuzzy rough sets, each one of which, called an I, J-soft fuzzy rough set, is determined by a pair of border implicators I, J. Alternatively, it shows that a fuzzy soft set can induce a T-equivalence fuzzy relation which is used to granulate the universe. In particular, we prove that I, J-fuzzy soft rough sets in our work are equivalent to I, J-fuzzy rough sets of Yao et al. by using a T-equivalence fuzzy relation determined by a fuzzy soft set. Furthermore, basic properties of I, J-fuzzy soft rough sets are investigated. Meanwhile, an operator-oriented characterization of I, J-fuzzy soft rough sets is proposed. Finally, an example is given to illustrate the approach of present paper.

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