Combination of Conflicting Evidence Based on Relative Entropy

Shang Wu; Guo Chu Chen

doi:10.4028/www.scientific.net/AMM.724.318

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 724Combination of Conflicting Evidence Based on...

Combination of Conflicting Evidence Based on Relative Entropy

Abstract:

Combination of conflicting evidence usually resulted in illogical outcome. In order to solve this problem, an approach to acquire evidence reliability based on relative entropy was proposed by researching the evidence theory and relative entropy. Firstly, the weights of evidences were calculated by evidence distance, reference evidence was obtained by weighting and meaning. Then relative reliabilities were achieved by calculating the relative entropy between original evidence and reference evidence. In the end, final outcome was achieved by D-S composition. This method can commendably extract information in the conflict evidences. The result of the simulation proves it well.

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Periodical:

Applied Mechanics and Materials (Volume 724)

Pages:

318-322

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.724.318

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Online since:

January 2015

Authors:

Shang Wu, Guo Chu Chen*

Keywords:

Evidence Theory, Relative Entropy, Relative Reliability

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* - Corresponding Author

References

[1] Jiang Wen, Zhang An. Information fusion method based on the new representation of evidence conflict, J. Journal of Northwestern Polytechnical University. 28 (2010) 27-31.

Google Scholar

[2] Wanqing Wang, Yongjun Zhao, Huang Jie, etc. Transformation method of the basic probability assignment based on the uncertainty, J. Control and Decision. 28 (2013) 1214-1214.

Google Scholar

[3] Changhua Hu, Xiaosheng Si, Zhijie Zhou. New evidence conflict under the criteria of D-S method, J. Journal of Electronics. 27 (2012) 1725-1725.

Google Scholar

[4] Zhao Meng, Kouhua Qiu, Beishang Liu. Multiple attribute decision making based on relative entropy sorting method, J. Control and Decision. 25 (2010) 1098-1098.

Google Scholar

[5] Deng Yong, Wenkang Shi, Zhenfu Zhu. A kind of effective method to deal with conflict evidence combination, J. Journal of Infrared and Millimeter Wave. 23 (2004) 27-32.

Google Scholar

[6] Yanming Xiong, Zhanping Yang, Xinfang Qu. Conflict evidence combination method based on model modification, J. Control and Decision. 26 (2011) 883-883.

Google Scholar

[7] Wenqing Wang, Yuanling Yang, Chunjie Yang. A data fusion algorithm based on evidence theory, J. Control and Decision. 28 (2013) 1427-1427.

Google Scholar

[8] Zhou Zhe, Xiaobin Xu, Chenglin Wen, etc. The optimization of conflict evidence combination method, J. Journal of Automation. 38 (2012) 976-985.

Google Scholar