Resource allocation based on the DEA (data envelopment analysis) model

Resource allocation based on the DEA (data envelopment analysis) model

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Article ID: iaor200911715
Country: United Kingdom
Volume: 59
Issue: 8
Start Page Number: 1136
End Page Number: 1141
Publication Date: Aug 2008
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: statistics: data envelopment analysis
Abstract:

The purpose of this paper is to develop an approach to a resource–allocation problem that typically appears in organizations with a centralized decision–making environment, for example, police stations, banks, and universities. The central unit is assumed to be interested in maximizing both the total efficiency and the efficiency of the individual unit by allocating available resources to them. Building upon this, we present a data envelopment analysis–based model for allocating input resources to DMUs (the decision–making units) under the framework of multiple objective programming. Numerical examples are used to illustrate the approach.

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