The Dempster’s rule of combination cannot efficiently handle highly conflicting evidence combination, because it can arouse counter-intuitive behaviors. Therefore, a novel evidence combination approach is proposed. Firstly, an objective programming model for determining the ideal attribute weights is proposed by considering in local. Then, the alternative is ranked by utilizing the projection on the interval ideal point. Finally, illustrative examples show that the proposed method
can effectively handle conflicting evidence combination.