Theories of fuzzy sets and rough sets are different and complementary generalizations of classical set theory, both of them are motivated by practical needs to manage and process uncertainty information. The aim of this paper is to study the
relationship between fuzzy sets and rough sets from the view of logic. A new implication operation of rough sets is constructed, and the rough sets semantics of residuated based fuzzy logic system is presented.