DocumentCode
2902880
Title
The relationships between two kinds of OWA operator determination methods
Author
Liu, Xinwang ; Yang, Xiaoguang ; Fang, Yong
Author_Institution
Sch. of Econ. & Manage., Southeast Univ., Nanjing
fYear
2008
fDate
1-6 June 2008
Firstpage
264
Lastpage
270
Abstract
The paper propose a general model that can combine the two kinds of OWA determination methods together: the optimization based methods and sample learning methods, that the relationship between these two kinds of problems is discussed. The analytical solution of this general model is proposed. Some properties of the problem are discussed. With this general model, we can observe the influences of the optimization criteria and the sample data on the OWA operator weight solution changes with the number of data examples.
Keywords
data analysis; optimisation; OWA determination methods; operator weight solution; optimization criteria; ordered weighted averaging operator; sample learning methods; Control systems; Data mining; Decision making; Entropy; Expert systems; Fuzzy systems; Helium; Learning systems; Open wireless architecture; Optimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1098-7584
Print_ISBN
978-1-4244-1818-3
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2008.4630375
Filename
4630375
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