c

Recently, rough set theory developed by Pawlak [17] has become a popular mathematical framework for pattern recognition, image processing, feature selection, neuro computing, conflict analysis, decision support, data mining and knowledge discovery process from large data sets [1,16,20–23]. As applications of rough set theory in decision problems, a number of reduct techniques have been proposed in the last 20 years for infor