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Seyed Hadi Nasseri

Seyed Hadi Nasseri

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Faculty of Mathematical Sciences
Address:
Phone: 01135302472

Research

Title
Ranking of efficient units on the basis of distance from virtual ideal and anti-ideal units
Type
JournalPaper
Keywords
data envelopment analysis; DEA; efficient units; virtual ideal unit; virtual anti-ideal unit; new DMUs; distance; norm 1; efficiency score; ranking
Year
2019
Journal International Journal of Applied Decision Sciences
DOI
Researchers Seyed Hadi Nasseri ، Hamid Kiaee

Abstract

Data envelopment analysis (DEA) divides the units under evaluation into two groups: 1) the efficient units; 2) inefficient units. Inefficient units can be ranked in terms of effectiveness while efficient units, because of the same efficiency score being equal to one, have the same rank. Several methods have been proposed to rank efficient decision making units (DMUs). Each of these methods have certain weaknesses such as the infeasibility of the model, instability, the lack of non-extreme DMUs ranking, computational complexity, etc. In this paper, we present an alternative method that does not have the disadvantages of existing ranking techniques. The new approach is based on the evaluation of new DMUs corresponding to the efficient DMU. Also, some theorems are provided to show that the proposed model for ranking the DMUs is feasible and bounded. For this purpose, some examples are illustrated to show its difference with other methods.