Aggregating fuzzy opinions in the heterogeneous group decision-making environment

被引:16
作者
Chen, SJ [1 ]
Chen, SM [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
关键词
D O I
10.1080/01969720590908294
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We present a new information fusion algorithm for fusing fuzzy opinions in a heterogeneous group decision- making environment. The proposed information fusion algorithm has the following advantages: ( 1) It uses linguistic quantifiers based on the FN- IOWA operator to flexibly determine the weight w(i) of the opinion of each expert E-i for aggregating the experts' fuzzy opinions. ( 2) The experts' opinions do not necessarily need to have a common intersection. ( 3) It does not need to use the Delphi method to adjust fuzzy numbers given by experts.
引用
收藏
页码:309 / 338
页数:30
相关论文
共 34 条
[21]   Similarity rules and gradual rules for analogical and interpolative reasoning with imprecise data [J].
Subasic, P ;
Hirota, K .
FUZZY SETS AND SYSTEMS, 1998, 96 (01) :53-75
[22]   FUZZY PREFERENCE ORDERINGS IN GROUP DECISION-MAKING [J].
TANINO, T .
FUZZY SETS AND SYSTEMS, 1984, 12 (02) :117-131
[23]   Central values of fuzzy numbers - Defuzzification [J].
Wierman, MJ .
INFORMATION SCIENCES, 1997, 100 (1-4) :207-215
[24]  
XU RN, 1992, FUZZY SET SYST, V52, P251, DOI 10.1016/0165-0114(92)90236-W
[25]  
Yager R. R., 1995, Proceedings of the IEEE/IAFE 1995 Computational Intelligence for Financial Engineering (CIFEr) (Cat. No.95TH8013), P42, DOI 10.1109/CIFER.1995.495251
[26]  
YAGER RR, 1992, IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, P415, DOI 10.1109/FUZZY.1992.258652
[27]   ON THE ISSUE OF DEFUZZIFICATION AND SELECTION BASED ON A FUZZY SET [J].
YAGER, RR ;
FILEV, D .
FUZZY SETS AND SYSTEMS, 1993, 55 (03) :255-271
[28]   AGGREGATING EVIDENCE USING QUANTIFIED STATEMENTS [J].
YAGER, RR .
INFORMATION SCIENCES, 1985, 36 (1-2) :179-206
[29]   ON ORDERED WEIGHTED AVERAGING AGGREGATION OPERATORS IN MULTICRITERIA DECISION-MAKING [J].
YAGER, RR .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01) :183-190
[30]   ON A GENERAL-CLASS OF FUZZY-CONNECTIVES [J].
YAGER, RR .
FUZZY SETS AND SYSTEMS, 1980, 4 (03) :235-242