An Improved Evidence Combination Method of D-S Theory

@article{Shi2016AnIE,
  title={An Improved Evidence Combination Method of D-S Theory},
  author={Haobin Shi and Shuyun Yang and Zhenliang Cao and Wei Pan and Weihua Li},
  journal={2016 International Symposium on Computer, Consumer and Control (IS3C)},
  year={2016},
  pages={319-322}
}
Dempster-Shafer evidence theory provides a useful computational scheme for integrating uncertain information from multiple sources. However, the combination result can be paradoxical when the evidences seriously conflict with each other. In this paper, we present an improved D-S algorithm which verifies the weights of conflicting evidences. Firstly, we calculate the distance between any two of the evidences by the Jousselme distance formula and obtain the entropy index of distance… CONTINUE READING
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