<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The Dempster-Shafer evidence combination method will appear inconsistent conclusions for the conflict evidence. One new universal evidence combination method was proposed. According to the concept of the Pearson correlation coefficient. Evidence distances which represent the conflict degree were calculated, and then the weight coefficient were further converted. The evidences probability were redistributed by using the weight coefficient. Finally, the improved synthesis rule was used to the evidence combination. The examples results show that the algorithm has strong versatility and stability in the evidences combination, can be applied to information fusion, uncertain information decision-making and other fields.</p>
</abstract>

The Dempster-Shafer evidence combination method will appear inconsistent conclusions for the conflict evidence. One new universal evidence combination method was proposed. According to the concept of the Pearson correlation coefficient. Evidence distances which represent the conflict degree were calculated, and then the weight coefficient were further converted. The evidences probability were redistributed by using the weight coefficient. Finally, the improved synthesis rule was used to the evidence combination. The examples results show that the algorithm has strong versatility and stability in the evidences combination, can be applied to information fusion, uncertain information decision-making and other fields.

An Improved Universal Evidence Combination Method

International Journal of Advanced Network, Monitoring and Controls

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"An Improved Universal Evidence Combination Method"}

The Dempster-Shafer evidence combination method will appear inconsistent conclusions for the conflict evidence. One new universal evidence combination method...

An Improved Universal Evidence Combination Method

Data publikacji: 07 kwi 2018

Zakres stron: 65 - 71

DOI: https://doi.org/10.21307/iccnea.2017.16

Słowa kluczowe
Evidence combination, conflict, weight, evidence pretreatment

© 2017 Yongchao Wei published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

An Improved Universal Evidence Combination Method

Data publikacji: 07 kwi 2018

Zakres stron: 65 - 71

DOI: https://doi.org/10.21307/iccnea.2017.16

Słowa kluczoweEvidence combination, conflict, weight, evidence pretreatment

© 2017 Yongchao Wei published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Słowa kluczowe
Evidence combination, conflict, weight, evidence pretreatment