Title of article
Calculation of non-radial efficiency of decision- making units with fuzzy data using GDEA model
Author/Authors
Farshad, A Science and Research - Islamic Azad University tehran Branch, Tehran, Iran , Rostamy-MalKhalifeh, M Science and Research - Islamic Azad University tehran Branch, Tehran, Iran
Pages
6
From page
23
To page
28
Abstract
All managers need to evaluate the units under their supervision. To evaluate the units, they
must determine the evaluation indicators and then calculate the efficiency of each unit with
the help of these indicators. In practice, many indicators may not be small, but have a
qualitative value or their values are fuzzy in this article we want to calculate the units under
evaluation that have the same inputs and outputs. To evaluate the performance of these units
with fuzzy data, first for each unit, we calculate the nature of the output in such a way that
according to the desired input, what can be the maximum value of the output because the
number of outputs is more than one, so we have a multi-objective linear programming problem
to be answered by solving the multi-objective linear programming problem We use flexible
fuzzy. In the introduced model, we first change the fuzzy linear programming problem to a
multi-objective linear programming problem with three objective functions using the
alphabetical method arranged on triangular fuzzy numbers, so using this method is an optimal
solution. Lexicography of the ML problem We find OP.
Keywords
Data envelopment analysis , Efficiency , Multi-objective linear programming problem , Fuzzy multi-objective linear programming problem
Journal title
International Journal of Data Envelopment Analysis(IJDEA)
Serial Year
2021
Record number
2721653
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