TY - GEN
T1 - Multi-attribute decision-making method based on interval-valued intuitionistic fuzzy sets and D-S theory of evidence
AU - Liu, Juan
AU - Deng, Xinyang
AU - Wei, Daijun
AU - Li, Ya
AU - Deng, Yong
PY - 2012
Y1 - 2012
N2 - The theory of interval-valued intuitionistic fussy sets is now widely studied to deal with vagueness and D-S theory of evidence has a widespread use in multi-attribute decision-making (MADM) problems under uncertain situation. In this paper, A new method based on interval-valued intuitionistic fuzzy sets and D-S theory of evidence is proposed to handle MADM problems. In our method, the interval-valued intuitionistic fuzzy numbers are represented by the interval average numbers. These average numbers are assigned to corresponding basic probability assignment (bpa) based on discounting method. Then the D-S combination rule is used to fuse information in order to obtain final mass functions for each alternative, thus the order of each alternative is obtained. A numerical example is used to illustrate the efficiency of the proposed method.
AB - The theory of interval-valued intuitionistic fussy sets is now widely studied to deal with vagueness and D-S theory of evidence has a widespread use in multi-attribute decision-making (MADM) problems under uncertain situation. In this paper, A new method based on interval-valued intuitionistic fuzzy sets and D-S theory of evidence is proposed to handle MADM problems. In our method, the interval-valued intuitionistic fuzzy numbers are represented by the interval average numbers. These average numbers are assigned to corresponding basic probability assignment (bpa) based on discounting method. Then the D-S combination rule is used to fuse information in order to obtain final mass functions for each alternative, thus the order of each alternative is obtained. A numerical example is used to illustrate the efficiency of the proposed method.
KW - D-S theory of evidence
KW - Data fusion
KW - Interval average number
KW - Interval-valued intuitionistic fuzzy sets
KW - Multi-attribute decision-making
UR - https://www.scopus.com/pages/publications/84866710895
U2 - 10.1109/CCDC.2012.6244420
DO - 10.1109/CCDC.2012.6244420
M3 - 会议稿件
AN - SCOPUS:84866710895
SN - 9781457720727
T3 - Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012
SP - 2651
EP - 2654
BT - Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012
T2 - 2012 24th Chinese Control and Decision Conference, CCDC 2012
Y2 - 23 May 2012 through 25 May 2012
ER -