A linear formulation of the two-level DEA model
In efficiency measurement, the input and output factors of similar characteristics can be grouped into input and output categories, respectively, using a weighted-average approach under the data envelopment analysis (DEA) framework to form a two-level DEA model. The resulting two-level model is nonlinear. This note transforms the nonlinear model into a linear one using a variable substitution technique. Linear models are easier to solve than their nonlinear counterparts. The linear transformation is applicable to the two-level model built from both the primal and dual forms of the conventional one-level DEA model. The linear model transformed from the nonlinear model developed from the primal form has a dual which is equivalent to the nonlinear model developed from the dual form.
Year of publication: |
2008
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Authors: | Kao, Chiang |
Published in: |
Omega. - Elsevier, ISSN 0305-0483. - Vol. 36.2008, 6, p. 958-962
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Publisher: |
Elsevier |
Keywords: | Data envelopment analysis Efficiency Two-level model Weight restriction |
Saved in:
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