Abstract: A new variable weighted evidence combination approach on correction data source thought,which considered basic probability assignment value of focus and the weighted Euclidean distance between each evidence and average evidence,was proposed to overcome it.Experimental result indicates this method can effectively eliminates the conflict paradox of evidence,in the case of evidence of consistent and high degree of conflict showed good adaptability,and has fast convergence rate and high reliability.