Ranking of ‎E‎fficiency in Context-dependent Data Envelopment Analysis with Non-discretionary Data

Subject Areas : International Journal of Industrial Mathematics

M. Khanmohammadi ¹ , M. Kazemimanesh ²

1 - Department of Mathematics, Islamshahr Branch, Islamic Azad University, Islamshahr, Tehran, Iran
2 - Department of Mathematics, Saveh Branch, Islamic Azad University, Saveh, Iran.

Received: 2018-12-15 Accepted : 2019-06-30 Published : 2020-04-01

Keywords: Non-discretionary data, Efficiency, Data Envelopment Analysis (DEA ), Context-dependent, Ranking,

Abstract :

In this paper, we use the context-dependent method for ranking decision making units (DMUs) with non-discretionary data in data envelopment analysis (DEA). This methodology partitions a set DMUs into the several levels of efficient frontier, then obtains the efficiency of each DMU against of every calculate efficient frontier. We calculate a ranking score for each DMU by this efficiency indexes. Therefore we can rank DMUs by this score.