The belief-rule-base (BRB) inference methodology using the evidential reasoning (ER) approach is widely used in different fields, such as fault diagnosis, system identification, and decision analysis. However, calculation characteristic of conventional rule activation weight makes have zero problem. difficulty constructing partial derivatives restricts optimization parameters gradient method. H...