Evaluation of rejected cases in an acceptance system with data envelopment analysis and goal programming

作者: C F Leon , F Palacios

DOI: 10.1057/JORS.2008.96

关键词:

摘要: Some DEA models have been proposed for acceptance or rejection based on a set of cases that previously classified. Also, modified DEA-type linear programming model has to determine whether new case must be accepted rejected, depending its location on, above, below the sample frontier. However, these assume all attributes characterize are discretionary. This paper extends results by proposing includes discretionary and non-discretionary (inputs), more important, goal program which resembles additive characteristics changed (and how much) in order accept an initially rejected case. A real application is provided illustrate potential ideas.

参考文章(6)
Rajiv D. Banker, Richard C. Morey, Efficiency Analysis for Exogenously Fixed Inputs and Outputs Operations Research. ,vol. 34, pp. 513- 521 ,(1986) , 10.1287/OPRE.34.4.513
M.D. Troutt, Arun Rai, Aimao Zhang, The potential use of DEA for credit applicant acceptance systems Computers & Operations Research. ,vol. 23, pp. 405- 408 ,(1996) , 10.1016/0305-0548(95)00048-8
J V Guedes de Avellar, A Z Milioni, T N Rabello, Spherical frontier DEA model based on a constant sum of inputs Journal of the Operational Research Society. ,vol. 58, pp. 1246- 1251 ,(2007) , 10.1057/PALGRAVE.JORS.2602260
Joe Zhu, Lawrence M. Seiford, An acceptance system decision rule with data envelopment analysis Computers & Operations Research. ,vol. 25, pp. 329- 332 ,(1998) , 10.1016/S0305-0548(97)00075-0
V V Podinovski, Production trade-offs and weight restrictions in data envelopment analysis Journal of the Operational Research Society. ,vol. 55, pp. 1311- 1322 ,(2004) , 10.1057/PALGRAVE.JORS.2601794
Per Andersen, Niels Christian Petersen, A Procedure for Ranking Efficient Units in Data Envelopment Analysis Management Science. ,vol. 39, pp. 1261- 1264 ,(1993) , 10.1287/MNSC.39.10.1261