DocumentCode
468199
Title
Weighted Gray Correlation Analysis Model Based on DEA and Its Application to Highway Network Evaluation
Author
Nie, Wei ; Shao, Chunfu
Author_Institution
Beijing Jiaotong Univ., Beijing
Volume
2
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
65
Lastpage
70
Abstract
A new model combined weighted gray correlation analysis with DEA (data envelopment analysis) was presented in this paper. It integrates the advantages of both DEA and gray correlation analysis, and takes the latter as a central model. In the model, DEA determines the weight vector of correlation coefficients for each decision-making unit (DMU) to calculate the relatively optimal correlation degrees and then realizes the priority order of the objects to be evaluated. This method can avoid the subjectivity when the weight vector is determined and obtain the optimal results by non-uniform weight. Finally, an example of some provincial highway networks assessment in China was given to prove the validity of the model.
Keywords
data envelopment analysis; decision making; roads; transportation; vectors; data envelopment analysis; decision-making unit; highway network evaluation; weight vector; weighted gray correlation analysis model; Data analysis; Data envelopment analysis; Decision making; Fuzzy systems; Optimization methods; Road transportation; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.616
Filename
4406047
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