An MOLP based procedure for finding efficient units in DEA models

An MOLP based procedure for finding efficient units in DEA models

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Article ID: iaor200937817
Country: Germany
Volume: 17
Issue: 1
Start Page Number: 1
End Page Number: 11
Publication Date: Mar 2009
Journal: Central European Journal of Operations Research
Authors: , , , , ,
Keywords: programming: linear, statistics: data envelopment analysis
Abstract:

In this paper a multiple objective linear programming (MOLP) problem whose feasible region is the production possibility set with variable returns to scale is proposed. By solving this MOLP problem by multicriterion simplex method, the extreme efficient Pareto points can be obtained. Then the extreme efficient units in data envelopment analysis (DEA) with variable returns to scale, considering the specified theorems and conditions, can be obtained. Therefore, by solving the proposed MOLP problem, the non-dominant units in DEA can be found. Finally, a numerical example is provided.

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