The Uniqueness of the Overall Assurance Interval for Epsilon in DEA Models by the Direction Method
Subject Areas : Statistics
1 - Department of Mathematics, Faculty of Mathematical Science & Computer, Kharazmi
University, Karaj, Iran
Keywords: تحلیل پوششی داده ها, غیرارشمیدسی بی نهایت کوچک, جهت های رأسی,
Abstract :
The role of non-Archimedean in the DEA models has been clarified, so that the associatedlinear programs can be infeasible (for the multiplier side) and unbounded (for theenvelopment side) with an unsuitable choice of . This paper shows that the overallassurance interval for in DEA models is unique by the concept of extreme directions. Also,it presents an assurance value for using only simple computations on inputs and outputs ofDMUs.
[1] Bazaraa, M. S., John J. Jarvis, and H. D. Sherali (2006), Linear Programming and Network Flows, John Wiley and Sons, Third Edition, New York.
[2] Banker, R. D., A. Charenes, and W. W. Cooper (1984), Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis, Management Science, Vol. 30, No. 9, pp.1078-1092.
[3] Charnes, A., W. W. Cooper and E. L. Rhodes (1978), Measuring the Efficiency of Decision Making Units, European Journal of Operational Research, Vol. 2, No. 6, pp. 429-444.
[4] Mehrabian, Saeid, Gholam R. Jahanshahloo, Mohammad R. Alirezaee and Gholam R. Amin, (2000), An Assurance Interval for the Non- Archimedean Epsilon in DEA models, Operations Research, 48(2), pp.344-347.
[5] Murty, K. G. (1985), Linear Programming, John Wiley and Sons, New York.