Satisfaction Function in Present Undesirable Factors
الموضوعات : International Journal of Data Envelopment AnalysisZohreh Iravani 1 , Mohammad Mohseni Takaloo 2
1 - Department of Mathematics, Yadegar - e- Imam Khomeini (rah), shahr-e-rey Branch, Islamic Azad University, Tehran, Iran.
2 - Young Researchers and Elite club, Yadegar-e-Imam Khomeini(rah), Shahr-e-Rey Branch, Islamic Azad University, Tehran, Iran.
الکلمات المفتاحية: Decision Making Units, Efficiency, Game theory, Undesirable Factor, Satisfaction Functions,
ملخص المقالة :
Data Envelopment Analysis (DEA) is an efficient method to perform evaluation of units. In DEA we try to evaluate units with undesirable factors in input & outputs by satisfaction function, testing some models. On the other hand benefiting this concept, we can identify non-efficient units. Also we can recognize why these units are inefficient and calculate the reason of their inefficiency and how they turn efficient. In DEA we cannot know why some units are non -efficient and how these units can be efficient, but by this paper we can do this work.
[1] Tchangani, A. P., (2006).A satisficing game theory approach for group evaluation of production unit Decision support system.42, 778– 788.
[2] Charnes, A. (1978). W.W.Cooper, E. Rhodes, Measuring the efficiency of decision making units, Eur. Oper. Res, 2(6), 429-444.
[3] Charnes, A. (1985). W.W.Cooper, B. Golany, 1.Seiford, J. Stutz, Foundations of data envelopment analysis for pareto-koopmans efficient empirical production functions, J. Econometrics, 30 (1) , 91-107.
[4] Fr, R., Grosskopf, S., Lovell, C.A.K., Pasurka, C., 1989.Multilateral productivity comparisons when some outputsare undesirable: a nonparametric approach. The Review ofEconomics and Statistics 71, 90–98.
[5] Seiford, L.M. Zhu, J. (2002). Modeling undesirable factors in efficiency evaluation, Eur.J.Oper. Res, 142 (1) , 16-20.
[6] H,Yang .M.G, Pollitt. (2009). Incorporating both undesirable outputs and uncontrollable variable into DEA: the performance of Chinese coal-fired power plants, Eur. J. Oper. Res, 197 (3), 1095-1105.
[7] Banker, R.D. Charnes, A. (1984). W.W.Cooper.some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage, 30 (9) , 1078-1092.