2002•Unpublished venueRequires access

Data Envelopment Analysis by Multiobjective Linear Programming Methods

Petr Fiala

Abstract

The paper presents a brief introduction to possibility of application of multicriteria approaches to performance analysis of decision making units. The Data Envelopment Analysis (DEA) is an approach of performance evaluation of decision making units by multiple input and multiple output. Solving of a multiobjective linear programming problem by the Aspiration Level Oriented Procedure (ALOP) can be used for search of the efficient frontier in DEA.

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Key concepts: Data envelopment analysis, Linear programming, Goal programming, Multiobjective programming, Mathematical optimization, Computer science, Efficient frontier, Operations research