CAJ | 학술논문

针对经典D-S证据理论（Dempster-Shafer Theory）在合成高度冲突证据时得到与直观结果相悖的问题，提出一种新的冲突证据融合方法。该方法综合了修改原始证据源和改进Dempster合成规则两类方法的优点，通过引入冲突因子和证据间一致性系数等概念定义两证据间的相关度。实验结果表明，该方法与其他方法相比能客观反映证据的可信度，融合结果也更符合实际情形。
침대경전D-S증거이론（Dempster-Shafer Theory）재합성고도충돌증거시득도여직관결과상패적문제，제출일충신적충돌증거융합방법。해방법종합료수개원시증거원화개진Dempster합성규칙량류방법적우점，통과인입충돌인자화증거간일치성계수등개념정의량증거간적상관도。실험결과표명，해방법여기타방법상비능객관반영증거적가신도，융합결과야경부합실제정형。
To overcome the problem that traditional D-S evidence theory in combining height conflict evidence disobeys straightforward re-sults,the paper proposes a new conflict evidence fusion method.The method combines the advantages of both modifying original evidence source and improving Dempster combination rules and by introducing such concepts as conflict factors,coherence coefficients among evidences and so on,defines the correlation degree between two evidences.Experiment results illustrate that,compared to other methods,the proposed method can reflect evidence reliability more objectively while the fusion results better fit actual situations too.