Common set of weights in data envelopment analysis: a linear programming problem

Common set of weights in data envelopment analysis: a linear programming problem

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Article ID: iaor20123703
Volume: 20
Issue: 2
Start Page Number: 355
End Page Number: 365
Publication Date: Jun 2012
Journal: Central European Journal of Operations Research
Authors: ,
Keywords: decision
Abstract:

Data Envelopment Analysis is used to determine the relative efficiency of Decision Making Units as the ratio of weighted sum of outputs by weighted sum of inputs. To accomplish the purpose, a DEA model calculates the weights of inputs and outputs of each DMU individually so that the highest efficiency can be estimated. Thus, the present study suggests an innovative method using a common set of weights leading to solving a linear programming problem. The method determines the efficiency score of all DMUs and rank them too.

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