The integration of analytical hierarchy process and data envelopment analysis in a multi-criteria decision-making problem

被引:41
|
作者
Ahmad, Norita [1 ]
Berg, Daniel
Simons, Gene R.
机构
[1] Penn State Univ, Div Engn, Malvern, PA 19355 USA
[2] Rensselaer Polytech Inst, Lally Sch Management & Technol, Dept Decis Sci Engn Syst, Troy, NY 12180 USA
关键词
multi-criteria decision-making problem; analytical hierarchy process; data envelopment analysis; performance measurement; small to medium-sized manufacturing enterprises;
D O I
10.1142/S0219622006001940
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research focuses on developing a model that can be used to assess the performance of Small to Medium-Sized Manufacturing Enterprises (SMEs). The model will result from the integration of a decision tool called the Analytical Hierarchy Process (AHP) and a data analysis model called Data Envelopment Analysis (DEA). This research demonstrates that by eliminating flaws and taking advantage of each methodology's specific characteristics in identifying and solving problems, the new integrated AHP/DEA model appears to be a logical and sensible solution in multi-criteria decision-making problem.
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页码:263 / 276
页数:14
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