A linear programming framework for free disposal hull technologies and cost functions: Primal and dual models

A linear programming framework for free disposal hull technologies and cost functions: Primal and dual models

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Article ID: iaor20063230
Country: Netherlands
Volume: 168
Issue: 2
Start Page Number: 340
End Page Number: 344
Publication Date: Jan 2006
Journal: European Journal of Operational Research
Authors:
Keywords: programming: linear, statistics: data envelopment analysis
Abstract:

The free disposal hull (FDH) model, introduced by Deprins et al., is based on a representation of the production technology given by observed production plans, imposing strong disposability of inputs and outputs but without the convexity assumption. In its traditional form, the FDH model assumes implicitly variable returns to scale (VRS) and the model was solved by a mixed integer linear program (MILP). The MILP structure is often used to compare the FDH model to data envelopment analysis (DEA) models although an equivalent FDH LP model exists. More recently, specific returns to scale (RTS) assumptions have been introduced in FDH models by Kerstens and Vanden Eeckaut, including non-increasing, non-decreasing, or constant returns to scale (NIRS, NDRS, and CRS, respectively). Podinovski showed that the related technical efficiency measures can be computed by mixed integer linear programs. In this paper, the modeling proposed here goes one step further by introducing a complete LP framework to deal with all previous FDH models.

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