Combination Method of Evidence Grouping

DOI

10.2991/amcce-15.2015.36How to use a DOI?

Keywords

Evidence Grouping; Evidence Theory; Static Weight; Computer Simulation

Abstract

The theory of Evidence reasoning is an important method for processing uncertain information, in order to improve the accuracy of evidence fusion and to reduce the amount of operation, and ensure that combining results are still reasonable and effective when it happens to information conflicting, so this paper presents combination method of evidence grouping. The method can be used to judge whether it is available to combine with Dempster combination rule in evidence, if it works, the two evidences are classified as known groups, otherwise they are classified as unknown groups. For the known evidence, it makes use of combination rule to combine directly(combination within the group); the data obtained by the combination within the group and the data of an unknown group can combine in groups using computer simulation techniques, this paper analyzes the method that it is provided with characteristics of small operation, good stability, high accuracy.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Rong Li Chen
AU  - Xi Bin Wang
PY  - 2015/04
DA  - 2015/04
TI  - Combination Method of Evidence Grouping
BT  - Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SP  - 200
EP  - 203
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.36
DO  - 10.2991/amcce-15.2015.36
ID  - Chen2015/04
ER  -