4.7 Article

Alternative SBM model for Network DEA

Journal

COMPUTERS & INDUSTRIAL ENGINEERING
Volume 82, Issue -, Pages 33-40

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cie.2015.01.008

Keywords

Efficiency; Network DEA; Slacks-based measure; SBM

Funding

  1. Spanish Ministry of Science [DPI2013-41469-P]
  2. European Regional Development Fund (ERDF)

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In this paper a slacks-based measure (SBM) model for general networks of processes is presented. The proposed model differs from existing SBM Network Data Envelopment Analysis (DEA) approaches in that it considers the exogenous inputs and outputs at the system level instead of at the process level. It also relaxes the constraints for both the fixed-link and the free-link cases, thus enhancing the discriminating power of the model. To assess the performance of the individual processes an external efficiency model is presented. The proposed approach projects the system operation point onto the efficient frontier so that the target operation points of the different processes are externally efficient. The approach is illustrated with a problem from the literature. (C) 2015 Elsevier Ltd. All rights reserved.

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