Abstract: In this paper, the incomplete information system in which all unknown values are looked as lost is deeply investigated. In such incomplete information systems, approach to knowledge reduction based on similarity relation is studied. Moreover, the approxim

Key words: Incomplete information system, Non-syrmnetric similarity relation, Approximate distribution reduction, Rough distribution reduct,Generalized decision reduction