Developing a nondiscretionary model of slacks-based measure in data envelopment analysis

Developing a nondiscretionary model of slacks-based measure in data envelopment analysis

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Article ID: iaor20071002
Country: Netherlands
Volume: 169
Issue: 2
Start Page Number: 1440
End Page Number: 1447
Publication Date: Oct 2005
Journal: Applied Mathematics and Computation
Authors:
Abstract:

Discretionary models of data envelopment analysis (DEA) assume that all inputs and outputs are discretionary, i.e., controlled by the management of each decision making unit (DMU) and varied at its discretion. In any realistic situation, however, there may exist exogenously fixed or nondiscretionary inputs or outputs that are beyond the control of a DMU's management. The objective of this paper is to present a methodology for treating nondiscretionary in slacks-based measure formulation. A numerical example is presented. At last, concluding remarks have been mentioned.

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