Application of grey-based rough decision-making approach to suppliers selection

Purpose - This paper aims to resolve the uncertain problem in suppliers selection chain management system through using the proposed multiple attribute decision-making (MADM) approach. Design/methodology/approach - The approach which combines grey system theory with rough set theory is proposed. Findings - This proposed approach take advantage of mathematical analysis power of grey system theory and at the same time take advantage of data mining and knowledge discovery power of rough set theory. It will be suitable to decision making under a more uncertain environment. Originality/value - Provides a viewpoint on the attribute values and attribute weights of rough set decision table for all alternatives are decided by grey number based on grey system theory. The best ideal supplier can be decided by grey relational analysis based on grey number.