DIY DEA: Implementing Data Envelopment Analysis in the Mathematical Programming Language AMPL

DIY DEA: Implementing Data Envelopment Analysis in the Mathematical Programming Language AMPL

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Article ID: iaor19971684
Country: United Kingdom
Volume: 24
Issue: 4
Start Page Number: 489
End Page Number: 494
Publication Date: Aug 1996
Journal: OMEGA
Authors:
Keywords: performance, programming: linear
Abstract:

This note provides a complete implementation of the original Charnes, Cooper and Rhodes data envelopment analysis model. For this purpose the algebraic modeling language AMPL is used, software for which, packaged with the LP solvers CPLEX and MINOS, is readily available. Because AMPL is such a high-level language, with a syntax matching very closely that of the algebraic symbolic representation of a linear programming model, the interested reader should be able to adapt the given implementation to any other data envelopment analysis model variant.

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