CAJ | 학술논문

DSmT在组合结果中保留了冲突焦元，一方面提高了组合冲突证据能力，另一方面造成了冲突信息的积累，促使分配给主焦元的信度不合理地减小，导致组合信息的不确定性增加，不利于决策。针对DSmT存在的缺陷，提出了一种新的基于冲突再分配的组合规则。为进一步提高DSmT处理冲突、模糊和不精确信息能力，研究了DSmT在直觉模糊集上的拓展，将传统的信度赋值函数替换为直觉模糊信度赋值映射，并讨论了直觉模糊拓展后的信度组合规则。数值实例验证了所提方法的有效性。
DSmT재조합결과중보류료충돌초원，일방면제고료조합충돌증거능력，령일방면조성료충돌신식적적루，촉사분배급주초원적신도불합리지감소，도치조합신식적불학정성증가，불리우결책。침대DSmT존재적결함，제출료일충신적기우충돌재분배적조합규칙。위진일보제고DSmT처리충돌、모호화불정학신식능력，연구료DSmT재직각모호집상적탁전，장전통적신도부치함수체환위직각모호신도부치영사，병토론료직각모호탁전후적신도조합규칙。수치실례험증료소제방법적유효성。
Dezert-Smaradache Theory retains conflicting focal element in the combined result, which benefits the combi-nation ability for conflict evidence, meanwhile, it results in the accumulation of conflicting information, and makes the composite reliability of main focal element reduce illogically. A new combination rule based on conflict redistribution is proposed to resolve the problem of DSmT. In order to further improve the DSmT performance in dealing with uncertain, highly conflicting and imprecise information, this paper researches the method to develop DSmT on the intuitionistic fuzzy sets. An intuitionistic fuzzy belief assignment mapping is defined to replace traditional belief assignment function, and the combination rule based on the new mapping is discussed in this paper. Numerical examples demonstrate the effec-tiveness of the proposed method.