DocumentCode
232871
Title
Representation method of evidence conflict based on vector measure
Author
Li Jun-wei ; Hu Zhen-tao ; Zhou Lin
Author_Institution
Coll. of Comput. & Inf. Eng., Henan Univ., Kaifeng, China
fYear
2014
fDate
28-30 July 2014
Firstpage
7445
Lastpage
7449
Abstract
In order to measure and confirm the conflicting degree of evidence, a new improved representation method of conflicting evidence based on vector measure method is proposed. Firstly, the deficiency of the classical conflicting belief and other representative measurement methods are analyzed. Then, we use the evidence vector ideas, the difference is defined by the variance relation of evidence vector, and compare the angle cosine relation of evidence vector for the similarity between evidence. Finally, the amount of conflicting evidence is evaluated by both the difference and similarity of evidence vector. Numerous examples verify the new method overcome the deficiency of conflicting belief, and can effective measure the conflicting degree of evidence.
Keywords
inference mechanisms; uncertainty handling; vectors; angle cosine relation; evidence conflict; evidence vector; representation method; representative measurement methods; variance relation; vector measure method; vector measurement; Current measurement; Dispersion; Educational institutions; Measurement uncertainty; Reliability; Vectors; Conflict Representation; Conflicting Belief; Evidence Theory; Evidential Conflict; Vector Measure;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2014 33rd Chinese
Conference_Location
Nanjing
Type
conf
DOI
10.1109/ChiCC.2014.6896238
Filename
6896238
Link To Document