Abstract: Attribute reduction is one of the most important problems in knowledge discovery in information system. The general method to study attribute reduction in information system is rough set theory, whose theoretical basis is the equivalence relations on attr

Key words: Information system, Equivalence relation, Closed operator, Closed set, Attribute reduction