An Improved Dempster-Shafer Algorithm Using A Partial Conflict Measurement
Bayanmunkh Odgerel, Changhoon Lee · Zenodo (CERN European Organization for Nuclear Research) · 2016
Multiple evidences based decision making is an important functionality for computers and robots. To combine multiple evidences, mathematical theory of evidence has been developed, and it involves the most vital part called Dempster’s rule of combination. The rule is used for combining multiple evidences. However, the combined result gives a counterintuitive conclusion when highly conflicting evidences exist.