A new decision support system for performance measurement using combined fuzzy TOPSIS/DEA approach

Authors: Zeydan, Mithat¹; Colpan, Cuneyt²

Source: International Journal of Production Research, Volume 47, Number 15, January 2009 , pp. 4327-4349(23)

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Abstract:

It is apparent that there is a need for integrated criteria in the performance measurement of modern organisations when dealing with the performance measurement of manufacturing businesses. This paper addresses this issue in the context of measuring the performance of the 2nd Air Supply and Maintenance Center Command manufacturing/maintenance jobshops of Turkey by using a new framework which combines fuzzy TOPSIS (technique for order preference by similarity to ideal solution) for measuring qualitative performance with DEA (data envelopment analysis) for measuring quantitative performance. This proposed approach provides a comprehensive measure of performance incorporating both quantitative and qualitative attributes, which in general reflect efficiency and effectiveness of the manufacturing jobshops respectively.

Keywords: fuzzy TOPSIS; DEA; MCDM; performance measurement

Document Type: Research article

DOI: http://dx.doi.org/10.1080/00207540802662870

Affiliations: 1: Department of Industrial Engineering, Engineering Faculty, Erciyes University, Kayseri, Turkey 2: Production Planning, Turkish 2nd Air Supply and Maintenance Center Command, Kayseri, Turkey

Publication date: 2009-01-01

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