DocumentCode
2606853
Title
A multiplicative optimization model for constructing composite indicators
Author
Zhou, P. ; Ang, B.W. ; Poh, K.L. ; Fan, L.W.
Author_Institution
Nat. Univ. of Singapore, Singapore
fYear
2007
fDate
2-4 Dec. 2007
Firstpage
45
Lastpage
48
Abstract
Composite indicators (CIs) have been widely used for benchmarking and performance comparisons in many different areas. Past studies have shown that the weighted product method may be a good choice in constructing CIs. However, a problem in its application is the determination of the weights for sub-indicators. This paper extends the weighted product method and proposes a multiplicative optimization model for constructing CIs to avoid the subjectivity in determining the weights for sub-indicators. Additional information on the weights, if available, can be easily incorporated into the proposed model. A case study on the technology achievement index is given to illustrate the use of the proposed multiplicative optimization model.
Keywords
operations research; optimisation; composite indicators; multiple criteria decision analysis; multiplicative optimization model; technology achievement index; weighted product method; Computational Intelligence Society; Data envelopment analysis; Decision making; Globalization; Humans; Multidimensional systems; Optimization methods; Performance analysis; Systems engineering and theory; Technological innovation; Composite indicator; aggregation; decision analysis; multiple criteria; technology achievement; weighting;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-1529-8
Electronic_ISBN
978-1-4244-1529-8
Type
conf
DOI
10.1109/IEEM.2007.4419148
Filename
4419148
Link To Document