Abstract: A new relation is defined in set-valued decision information system, based on the relation the judgment theorems and the discernibility matrices of knowledge reduction in set-valued decision information system are given. The characteristics of different t

Key words: Set-valued decision information system, Knowledge reduction, Discernibility matrices, Attributes characteristics, Assignment reduction