Title of article :
Ranking Efficient DMUs Using the Infinity Norm and Virtual Inefficient DMU in DEA
Author/Authors :
Sharifzadeh, Manaf Department of Computer - Firoozkooh branch - Islamic Azad University , Ziari, Shokrollah Department of Mathematics - Firoozkooh branch - Islamic Azad University
Abstract :
In many applications, ranking of decision making units (DMUs) is a
problematic technical task procedure to decision makers in data envelopment
analysis (DEA), especially when there are extremely efficient
DMUs. In such cases, many DEA models may usually get the same efficiency
score for different DMUs. Hence, there is a growing interest
in ranking techniques yet. The purpose of this paper is ranking extreme
efficient DMUs in DEA based on exploiting the leave-one out and minimizing
the maximum distance between DMU under evaluation and
boundary efficient in input and output directions. The proposed method
has been able to overcome the lacks of infeasibility and unboundedness
in some DEA ranking methods.
Keywords :
Data Envelopment Analysis (DEA) , ranking , efficiency , extreme efficient
Journal title :
Astroparticle Physics