 The Qr matrix represents items that capture the dependencies among the attributes defined in the attribute hierarchy.The Qr matrix is formed using Boolean inclusion by determining which columns of the R matrix are logically included in each column of the Q matrix.The Qr matrix is of order ("k,) "where "k" is the number of attributes and "i "is the reduced number of items resulting from the constraints in the hierarchy.