On the issue of obtaining OWA operator weights

被引:450
作者
Filev, D
Yager, RR [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
[2] Ford Motor Co, Detroit, MI 48239 USA
关键词
D O I
10.1016/S0165-0114(96)00254-0
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We first investigate the issue of obtaining the weights associated with the OWA aggregation in the situation when we have observed data on the arguments and the aggregated value. We next introduce a family of OWA operators called exponential OWA operators. Finally, we look at a simple procedure for generating the weights given a required degree of orness. (C) 1998 Elsevier Science B.V.
引用
收藏
页码:157 / 169
页数:13
相关论文
共 13 条
[1]  
[Anonymous], 1992, P INT C FUZZ SETS NE
[2]  
[Anonymous], P INT JOINT C NEUR N
[3]  
Brown R. G., 1963, SMOOTHING FORECASTIN
[4]   NEURAL FUZZY-LOGIC PROGRAMMING [J].
EKLUND, P ;
KLAWONN, F .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (05) :815-818
[5]   Decision making with belief structures: An application in risk management [J].
Engemann, KJ ;
Miller, HE ;
Yager, RR .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 1996, 4 (01) :1-25
[6]  
Kacprzyk J., 1990, P INT C FUZZ LOG NEU, P819
[7]  
OHagan M., 1988, P 22 ANN IEEE AS C S, V2, P681, DOI DOI 10.1109/ACSSC.1988.754637
[8]  
RUBINSON T, 1992, THESIS POLYTECHNIC I
[9]   PARAMETERIZED AND-LIKE AND OR-LIKE OWA OPERATORS [J].
YAGER, RR ;
FILEV, DP .
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1994, 22 (03) :297-316
[10]   DECISION-MAKING UNDER DEMPSTER-SHAFER UNCERTAINTIES [J].
YAGER, RR .
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1992, 20 (03) :233-245