Ranking method for efficient units by RPA and TOPSIS in DEA
Subject Areas : Fuzzy Optimization and Modeling Journal
1 - Department of Mathematics, Qaemshahr Branch, Islamic Azad University, Qaemshahr, Iran.
Keywords: Data Envelopment Analysis (DEA), Ranking, RPA, TOPSIS,
Abstract :
This paper considers the rank of set efficient units in Data envelopment analysis (DEA). DEA measures the efficiency of decision making units (DMUs) within the range of less than or equal to one. The corresponding efficiencies are referred to as relative efficiencies, which describe the best performances of DMUs, and these efficient units determine efficiency frontier. This research proposes an extended on a current research by a technique for order preference by similarity to an ideal solution (TOPSIS) method. Therefore, in this paper, we first introduce two methods namely regular polygon area (RPA) and TOPSIS. Then using common set of weights in order to all efficient units obtained from DEA models, they are projected into two-dimensional plane. Finally, the units are ranked by RPA and TOPSIS methods. Also, with the numerical example, our method is compared with other methods. The obtained results of numerical example show that they are almost close to each of several methods.