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The negation of a basic probability assignment

  • University of Electronic Science and Technology of China
  • University of California at Davis
  • Southwest University

科研成果: 期刊稿件文章同行评审

107 引用 (Scopus)

摘要

In the field of information science, how to represent the uncertain information is still an open issue. The negation is an important way to represent the information. However, existing negation method has the limitations since it can only be applied to the probability distributions. To address this issue, this paper proposed a novel method to obtain the negation of the basic probability assignment (BPA). Moreover, several methods are used to measure the uncertainty of the BPA after each negation process, and the connection between uncertain information and entropy is discussed in this paper. Furthermore, based on the negation, this paper proposed a method to measure the uncertainty of the BPA. Finally, numerical examples are used to demonstrate the efficiency of the proposed method.

源语言英语
文章编号8470118
页(从-至)135-143
页数9
期刊IEEE Transactions on Fuzzy Systems
27
1
DOI
出版状态已出版 - 1月 2019
已对外发布

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