TY - GEN
T1 - A satisfaction degree of D numbers and its application in multi-criteria decision making
AU - Liu, Bo
AU - Cui, Yebi
AU - Deng, Xinyang
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/8
Y1 - 2020/8
N2 - The introduction of uncertainty theory into the field of decision making provides a solution for the processing of qualitative information. In the field of uncertain information decision making, there are many widely used theoretical methods, such as D-S evidence theory and D number theory. Recently, Yager proposed a method for evaluating the satisfaction of belief structure based on uncertain target values based on D-S evidence theory. However, there is no related research on satisfaction evaluation in D number theory. In this paper, combined with fuzzy set theory, a calculation method of D numbers satisfaction is proposed. Given the element correlation, the decision information is effectively processed by generating a correlation fuzzy membership function. An application example of a manufacturing company selecting a supplier illustrates the effectiveness of the calculation method in this paper.
AB - The introduction of uncertainty theory into the field of decision making provides a solution for the processing of qualitative information. In the field of uncertain information decision making, there are many widely used theoretical methods, such as D-S evidence theory and D number theory. Recently, Yager proposed a method for evaluating the satisfaction of belief structure based on uncertain target values based on D-S evidence theory. However, there is no related research on satisfaction evaluation in D number theory. In this paper, combined with fuzzy set theory, a calculation method of D numbers satisfaction is proposed. Given the element correlation, the decision information is effectively processed by generating a correlation fuzzy membership function. An application example of a manufacturing company selecting a supplier illustrates the effectiveness of the calculation method in this paper.
KW - Belief structure satisfaction
KW - D numbers
KW - Dempster - Shafer belief structure
UR - https://www.scopus.com/pages/publications/85091570538
U2 - 10.1109/CCDC49329.2020.9163970
DO - 10.1109/CCDC49329.2020.9163970
M3 - 会议稿件
AN - SCOPUS:85091570538
T3 - Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020
SP - 5297
EP - 5302
BT - Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 32nd Chinese Control and Decision Conference, CCDC 2020
Y2 - 22 August 2020 through 24 August 2020
ER -