Rationality of Dempster-Shafer combination step by step
Qiang Chen, Wanshun Liu, Bojun Wan, Haifeng Wang
Available Online June 2017.
- https://doi.org/10.2991/icmia-17.2017.113How to use a DOI?
- step-by-step combination algorithm, Dempster-Shafer evidence combination, conflicting evidence, convergence.
- In this paper, provided a solution that evidence are sequentially used in pair aiming at the problem of multi-evidence combination. Several theorems and deductions are presented and proved. The step-by-step combination algorithm mixing the classic Dempster-Shafer evidence combination method and the weighted average method is proposed for combination of severe conflicting evidence. The proposed algorithm has better convergence effectiveness and lesser uncertainty than the algorithms proposed in reference literature.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Qiang Chen AU - Wanshun Liu AU - Bojun Wan AU - Haifeng Wang PY - 2017/06 DA - 2017/06 TI - Rationality of Dempster-Shafer combination step by step BT - 2017 6th International Conference on Measurement, Instrumentation and Automation (ICMIA 2017) PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/icmia-17.2017.113 DO - https://doi.org/10.2991/icmia-17.2017.113 ID - Chen2017/06 ER -