Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Gaussian convex evidence theory for ordered and fuzzy evidence fusion | |
Zhu, Y. G.; H. Y. Duan; X. H. Wang; B. K. Zhou; G. D. Wang and R. Grosu | |
2017 | |
发表期刊 | Journal of Intelligent & Fuzzy Systems |
卷号 | 33期号:5 |
摘要 | Convex evidence theory is the only way to handle ordered and fuzzy evidence fusion, however, conventional convex evidence theory has some drawbacks that make the fusion results are unreasonable in some cases, and not efficient in the scenario of massive data. To overcome above issues, in this article we proposed a novel convex evidence theory based on Gaussian function, we modified Gaussian function and use it to combine mass function of ordered propositions, we designed the formula of the parameters of Gaussian function, and proposed a more accurate method to find the most likely true proposition. We also proved the effectiveness of the proposed method. Theoretical analysis and experimental results demonstrate that the proposed method has lower time complexity and higher accuracy than state-of-the-art method. |
收录类别 | sci ; ei |
语种 | 英语 |
WOS记录号 | WOS:000413921500022 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/59504 |
专题 | 中科院长春光机所知识产出 |
推荐引用方式 GB/T 7714 | Zhu, Y. G.,H. Y. Duan,X. H. Wang,et al. Gaussian convex evidence theory for ordered and fuzzy evidence fusion[J]. Journal of Intelligent & Fuzzy Systems,2017,33(5). |
APA | Zhu, Y. G.,H. Y. Duan,X. H. Wang,B. K. Zhou,&G. D. Wang and R. Grosu.(2017).Gaussian convex evidence theory for ordered and fuzzy evidence fusion.Journal of Intelligent & Fuzzy Systems,33(5). |
MLA | Zhu, Y. G.,et al."Gaussian convex evidence theory for ordered and fuzzy evidence fusion".Journal of Intelligent & Fuzzy Systems 33.5(2017). |
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