Title :
Gray relational evaluation model with weights based on DEA Cross-efficiency
Author :
Gang, Li ; Hui-Juan, Han ; Xiang-Min, Huang
Author_Institution :
Dept. of Math. & Inf. Sci., Zhengzhou Univ. of Light Ind., Zhengzhou, China
Abstract :
An evaluation model of gray relational with weights based on DEA Cross-efficiency is proposed. In this model, the advantages of gray theory on the fields of performance evaluation of “small sample” and “poor data” are fully used, and the decision-makers´ preference degree of evaluation is considered. This not only makes the evaluation result more objective and fairness, but also makes the result agree with the fact. Non-linear weighting method is adopted, which can efficiently avoid the potential imbalance of linear weighted. The ratio model based on DEA Cross-efficiency reduces the subjectivity caused by the direct empowerment to some extent. Empirical practices and simulation analysis show the advantage, practicability and applicability of this model on relative fields.
Keywords :
Data envelopment analysis; Decision making; Educational institutions; Electronic mail; Industrial relations; Information analysis; Information science; Mathematical model; Mathematics; Mechatronics; benefit evaluation; data envelope analysis(DEA); efficiency ratio of weight; gray relational analysis(GRA); mathematical model;
Conference_Titel :
Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on
Conference_Location :
Wuhan, China
Print_ISBN :
978-1-4244-7653-4
DOI :
10.1109/ICINDMA.2010.5538182