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The discernible Boolean matrix of information system is defmed.The model of attribute reduction in the form of linear logical equations is established.The method of transforming discernible Boolean matrix into simplest matrix by the elementary row transformation of Boolean matrix is proposed.And the necessary and sufficient condition for determining whether the attribute is absolutely necessary,relatively necessary and absolutely superfluous is given.Finally,an elementary knowledge reduction algorithm is proposed.