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Trade-Off Selection by Generalized Trade-Off Data Envelopment Analysis Model | ||
| Industrial Management Journal | ||
| مقاله 7، دوره 6، شماره 3، دی 2014، صفحه 555-572 اصل مقاله (333.06 K) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22059/imj.2014.50686 | ||
| نویسندگان | ||
| Mohammd Reza Alirezaee1؛ Mohammad Reza Rafiee Sani* 2 | ||
| 1Assistant Prof., School of Mathematics, Iran University of Science and Technology, Tehran, Iran | ||
| 2Ph.D. Candidate, School of Mathematics, Iran University of Science and Technology, Tehran, Iran | ||
| چکیده | ||
| Determination of Trade-Off, which they are feasible and similar variations on all of Decision Making Units (DMU), is important issue in Data Envelopment Analysis (DEA). In this paper, we select these Trade-Offs based on an external evaluation of DMUs such that the correlation between external evaluation and technical evaluation resulted from DEA model is maximized. In fact, we sift the Trade-Offs and select only those of them that result higher correlation between external and technical evaluation of DMUs. We intruduce a generlized DEA models that it select combination of Trade-Offs for the purpose of maximizing between the two assessments. Finally, we show the result of this model in case study that it returns Human Development Index. | ||
| کلیدواژه‌ها | ||
| Data Envelopment Analysis؛ GTDEA Model؛ Trade-Off Selection | ||
| مراجع | ||
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Alirezaee, M.R. & Boloori, F. (2012). Proportional production trade-offs in DEA, Asia-pacific journal of operational research, 29(6): 1317-1334. Alirezaee, M.R., & Rafiee Sani, M.R. (2010). A Development on AHP/DEA Methodology for Ranking Decision Making Units. Journal of industrial management, 2(5): 83-102. (in Persian) Bazaraa, M.S., Sherali, H.D., Shetty, C.M. (1993). Nonlinear Programming. John Wiley. Edirisinghe, N.C.P. & Zhang, X. (2007). Generalized DEA model of fundamental analysis and its application to portfolio optimization, Journal of Banking and Finance, 31(11): 3311–3335. Edirisinghe, N.C.P. & Zhang, X. (2008). Portfolio selection under DEA-based relative financial strength indicators: case of US industries, Journal of the Operational Research Society, 59(6): 842-856. Edirisinghe, N.C.P. & Zhang, X. (2010). Input/output selection in DEA under expert information, with application to financial markets, European Journal of Operational Research, 207(3): 1669-1678. Forsund, F.R. (2013). Weight restrictions in DEA: misplaced emphasis, Journal of Productivity Analysis, 40(3): 271–283. Ghasemi, A. & Jahangard, E. (2011). The Investigation of Dimensional Efficiency for Branches of Maskan Bank in Resources Collection and Facilities Allocation: Approach of Super Efficiency Model with Weight Restrictions. Journal of industrial management, 3(6): 113-128. (in Persian) Jafarian Moghaddam, A.R. & Ghasiri, K. (2010). Fuzzy Dynamic Multi-Objective Data Envelopment Analysis Model (FDM-DEA). Journal of industrial management, 2(4): 19-36. (in Persian) Pahlavani, A. (2009). Investment Prioritization through Group Decision Making Method of Hierarchical TOPSIS in Fuzzy Environment. Journal of industrial management, 1(2): 35-45. (in Persian) Podinovski, V.V. (2004). Production trade-offs and weight restrictions in data envelopment analysis. The Journal of the Operational Research Society, 55(4): 1311–1322. Podinovski, V.V. (2006). Improving data envelopment analysis by the use of production trade-offs. The Journal of the Operational Research Society, 58(7): 1261–1270. Podinovski, V.V. (2012). Weight Restrictions and Free Production in Data Envelopment Analysis.The Journal of the Operational Research Society, 61(2): 426–437. | ||
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