%0 Journal Article %A Da-kuan Wei and Xian-zhong Zhou and Dong-jun Xin and Zhi-wei Chen %D 2007 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 6, 2007 %T Variable Rough Set Model and Its Knowledge Reduction for Incomplete and Fuzzy Decision Information Systems %U https://publications.waset.org/pdf/10310 %V 6 %X The information systems with incomplete attribute values and fuzzy decisions commonly exist in practical problems. On the base of the notion of variable precision rough set model for incomplete information system and the rough set model for incomplete and fuzzy decision information system, the variable rough set model for incomplete and fuzzy decision information system is constructed, which is the generalization of the variable precision rough set model for incomplete information system and that of rough set model for incomplete and fuzzy decision information system. The knowledge reduction and heuristic algorithm, built on the method and theory of precision reduction, are proposed. %P 1642 - 1646