  Dempster-Shafer evidence theory is a powerful tool in information fusion.
When the evidence are highly conflicting, the counter-intuitive results will be
presented. To adress this open issue, a new method based on evidence distance
of Jousselme and Hausdorff distance is proposed. Weight of each evidence can be
computed, preprocess the original evidence to generate a new evidence. The
Dempster's combination rule is used to combine the new evidence. Comparing with
the existing methods, the new proposed method is efficient.
