A complete efficiency ranking of decision making units in data envelopment analysis

A complete efficiency ranking of decision making units in data envelopment analysis

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Article ID: iaor20003847
Country: Netherlands
Volume: 14
Issue: 2
Start Page Number: 261
End Page Number: 266
Publication Date: Sep 1999
Journal: Computational Optimization and Applications
Authors: , ,
Keywords: decision: studies, decision theory
Abstract:

The efficiency measures provided by DEA can be used for ranking Decision Making Units (DMUs), however, this ranking procedure does not yield relative rankings for those units with 100% efficiency. Andersen and Petersen have proposed a modified efficiency measure for efficient units which can be used for ranking, but this ranking breaks down in some cases, and can be unstable when one of the DMUs has a relatively small value for some of its inputs. This paper proposes an alternative efficiency measure, based on a different optimization problem that removes the difficulties.

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