Solving fuzzy slack-based measure of efficiency model by possibilistic programming approach

Solving fuzzy slack-based measure of efficiency model by possibilistic programming approach

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Article ID: iaor20163473
Volume: 27
Issue: 3
Start Page Number: 502
End Page Number: 512
Publication Date: Sep 2016
Journal: International Journal of Operational Research
Authors: , ,
Keywords: statistics: data envelopment analysis, performance, heuristics
Abstract:

Evaluating performance is an important issue, which is participated in every operation. In the context of performance evaluation, data envelopment analysis (DEA) is a pioneer tool and in the DEA models, slack‐based measure of efficiency (SBM) model is the best. Yet in fuzzy slack‐based measure of efficiency, there was not a method that can evaluate systems with more than one fuzzy inputs and outputs. By considering this, that estimating all activities with crisp numbers is not available in each activity therefore, there is an acute need for a method which can work on this type of data for evaluating performance of these systems. In this paper, a new method for solving fuzzy slack‐based measure of efficiency has been offered. This method is achieved by using the possibilistic programming approach and applied in an evaluating performance project.

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