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1. 海军航空工程学院研究生管理大队,山东,烟台,264001
2. 海军航空工程学院飞行器检测与应用研究所,山东,烟台,264001
3. 海军航空工程学院研究生管理大队,山东,烟台,264001
4. 海军航空工程学院飞行器检测与应用研究所,山东,烟台,264001
Published Online:25 November 2016,
Published:2016
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SUN Wei-chao, XU Ai-qiang, LI Wen-hai. Approaches for Combination of Interval-Valued Belief Structures[J]. Acta Electronica Sinica, 2016, 44(11): 2726-2734.
SUN Wei-chao, XU Ai-qiang, LI Wen-hai. Approaches for Combination of Interval-Valued Belief Structures[J]. Acta Electronica Sinica, 2016, 44(11): 2726-2734. DOI: 10.3969/j.issn.0372-2112.2016.11.023.
在使用证据理论进行数据融合的过程中,有时精确的信度结构很难获得,此时需要对区间信度进行合成.本文分析了在DST和DSmT框架下的区间证据合成问题,对目前使用的方法进行了简要的回顾.通过对优化方法进行研究,提出了4种应用于区间信度组合的优化方法.CDI1~CDI4方法都可应用于DST和DSmT框架,对不精确,不确定以及冲突的信息进行合成,合成结果准确度逐步提高.文章最后给出了算例验证,并与其他区间信度合成方法的进行对比.
In the process of data fusion with evidence theory
precise belief structures required in original evidence theory are not always available.At this point
approaches for combination of interval-valued belief structures is needed.Existing approaches in DST and DSmT framework are reviewed
examined and analyzed.The paper proposed four version of CDI (Distribution Conflict of Interval-valued belief structures) for combination of evidence.CDI1~CDI4 are all fit for DST and DSmT framework.The approaches can deal with imprecise and uncertain information.The accuracy of combination result from CDI1~4 improves gradually.Numerical examples and comparison of results of existing approaches for interval-valued belief structure are provided throughout the paper.
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