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 :
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