A methodology for cross-evaluation in DEA

作者: H. Paul Williams , Gautam Appa , N. Argyris

DOI:

关键词: WeightingMathematical optimizationCross evaluationEngineeringData miningSet (abstract data type)Production (economics)

摘要: This paper provides a new approach for cross-evaluation in DEA. An examination of the link between and DEA production possibility set reveals flaws current methodology cross-evaluation. is compounded by problematic cases permitted existing approaches performing without recourse to full optimal weights all DMUs. Our based on information weighting schemes We show how this overcomes problems. also provide tools identi…cation maverick DMUs that make use unrealisitic introduce concept under-achieving

参考文章(29)
Lidia Angulo-Meza, Marcos Pereira Estellita Lins, Review of Methods for Increasing Discrimination in Data Envelopment Analysis Annals of Operations Research. ,vol. 116, pp. 225- 242 ,(2002) , 10.1023/A:1021340616758
Walter Briec, Hervé Leleu, Dual Representations of Non-Parametric Technologies and Measurement of Technical Efficiency Journal of Productivity Analysis. ,vol. 20, pp. 71- 96 ,(2003) , 10.1023/A:1024822209343
Robert G Chambers, Yangho Chung, Rolf Färe, Profit, Directional Distance Functions, and Nerlovian Efficiency Journal of Optimization Theory and Applications. ,vol. 98, pp. 351- 364 ,(1998) , 10.1023/A:1022637501082
Tijen Ertay, Da Ruan, Data envelopment analysis based decision model for optimal operator allocation in CMS European Journal of Operational Research. ,vol. 164, pp. 800- 810 ,(2005) , 10.1016/J.EJOR.2004.01.038
Muhittin Oral, Ossama Kettani, Pascal Lang, A Methodology for Collective Evaluation and Selection of Industrial R&D Projects Management Science. ,vol. 37, pp. 871- 885 ,(1991) , 10.1287/MNSC.37.7.871
George Mavrotas, Panagiotis Trifillis, Multicriteria decision analysis with minimum information: combining DEA with MAVT Computers & Operations Research. ,vol. 33, pp. 2083- 2098 ,(2006) , 10.1016/J.COR.2004.11.023
A. Charnes, W.W. Cooper, Z.M. Huang, D.B. Sun, Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks Journal of Econometrics. ,vol. 46, pp. 73- 91 ,(1990) , 10.1016/0304-4076(90)90048-X
Thomas R. Sexton, Richard H. Silkman, Andrew J. Hogan, Data Envelopment Analysis: Critique and Extensions New Directions for Program Evaluation. ,vol. 1986, pp. 73- 105 ,(1986) , 10.1002/EV.1441
Rodney H. Green, John R. Doyle, Wade D. Cook, Preference voting and project ranking using DEA and cross-evaluation European Journal of Operational Research. ,vol. 90, pp. 461- 472 ,(1996) , 10.1016/0377-2217(95)00039-9