TY - JOUR
T1 - An improved belief structure satisfaction to uncertain target values by considering the overlapping degree between events
AU - Deng, Xinyang
AU - Cui, Yebi
N1 - Publisher Copyright:
© 2021 Elsevier Inc.
PY - 2021/11
Y1 - 2021/11
N2 - In the field of evidence theory, the processing of uncertain information is a very important research orientation, which has been receiving widespread attention in academic community. Recently, Yager and Alajlan proposed a method to evaluate the belief structure satisfaction to uncertain target values. However, this method ignored the effect of the overlapping degree between events. In this paper, a new method used to calculate the belief structure satisfaction is proposed. With different overlapping degrees between events considered, this new method effectively quantifies the evaluation interval of the belief structure satisfaction. The validity of the proposed belief structure satisfaction is verified in an illustrative application for multi-criteria decision-making through a combination of evidential axiomatic design process.
AB - In the field of evidence theory, the processing of uncertain information is a very important research orientation, which has been receiving widespread attention in academic community. Recently, Yager and Alajlan proposed a method to evaluate the belief structure satisfaction to uncertain target values. However, this method ignored the effect of the overlapping degree between events. In this paper, a new method used to calculate the belief structure satisfaction is proposed. With different overlapping degrees between events considered, this new method effectively quantifies the evaluation interval of the belief structure satisfaction. The validity of the proposed belief structure satisfaction is verified in an illustrative application for multi-criteria decision-making through a combination of evidential axiomatic design process.
KW - Axiomatic design
KW - Belief structure satisfaction
KW - Dempster-Shafer evidence theory
KW - Uncertain target values
UR - http://www.scopus.com/inward/record.url?scp=85114187060&partnerID=8YFLogxK
U2 - 10.1016/j.ins.2021.08.083
DO - 10.1016/j.ins.2021.08.083
M3 - 文章
AN - SCOPUS:85114187060
SN - 0020-0255
VL - 580
SP - 398
EP - 407
JO - Information Sciences
JF - Information Sciences
ER -