CAJ | 학술논문

D-S证据合成规则在遇到冲突证据时常有悖常理.针对现有规则的不足,通过理论分析和对几种常用组合规则的比较,提出一种基于近邻思想的冲突证据修正规则,综合考虑证据源的有效性和证据源间的距离,进行信息融合.实验结果表明,该规则对合理的合成方向具有较快的收敛速度,在证据源完全冲突的情况下也能适用.
D-S증거합성규칙재우도충돌증거시상유패상리.침대현유규칙적불족,통과이론분석화대궤충상용조합규칙적비교,제출일충기우근린사상적충돌증거수정규칙,종합고필증거원적유효성화증거원간적거리,진행신식융합.실험결과표명,해규칙대합리적합성방향구유교쾌적수렴속도,재증거원완전충돌적정황하야능괄용.
According to the insufficiencies existing in D-S evidence theory when they deal with the conflicting evidences, many scholars present modified rules based on reallocation of the basic probability assigned to conflict. On the base of analyzing and comparing a few common combination rules, a new combination rule is presented to mend the disadvantages of the rules. This new rule realizes information fusion rationally with the use of effectiveness of evidential sources and the distance between them. Experimental results show that the new combination rule overcomes the insufficiencies. The outputs are constringent on the aspect of rationality, and the rule can be applied to combine the total conflict function.