Using Goal Programming Method to Solve Dea Problems With Value Judgments
Yugoslav journal of operations research, Tome 24 (2014) no. 2, p. 267
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
Data envelopment analysis (DEA) is a linear programming approach for
measuring relative efficiency of peer decision making units that have multiple inputs and
outputs. DEA was developed without consideration of the decision maker’s preference
structures. DEA and multiple objective linear programming are tools that can be used in
management control and planning. This paper shows how a data envelopment analysis
problem can be solved by transforming it into MOLP formulation. We use the goal
programming method to reflect the decision making preferences in the process of
assessing efficiency, such that the value judgments of the decision maker are considered.
Therefore, the proposed method can find a solution that satisfies the decision maker’s
goal levels. A case study is provided to illustrate how data envelopment oriented
efficiency analysis can be conducted by using goal programming method.
Classification :
90B50.
Keywords: Data envelopment analysis (DEA), Multiple objective linear programming (MOLP),Goalprogramming
Keywords: Data envelopment analysis (DEA), Multiple objective linear programming (MOLP),Goalprogramming
@article{YJOR_2014_24_2_a6,
author = {M. Izadikhah and R. Roostaee and F. Hosseinzadeh Lotfi},
title = {Using {Goal} {Programming} {Method} to {Solve} {Dea} {Problems} {With} {Value} {Judgments}},
journal = {Yugoslav journal of operations research},
pages = {267 },
year = {2014},
volume = {24},
number = {2},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2014_24_2_a6/}
}
TY - JOUR AU - M. Izadikhah AU - R. Roostaee AU - F. Hosseinzadeh Lotfi TI - Using Goal Programming Method to Solve Dea Problems With Value Judgments JO - Yugoslav journal of operations research PY - 2014 SP - 267 VL - 24 IS - 2 UR - http://geodesic.mathdoc.fr/item/YJOR_2014_24_2_a6/ LA - en ID - YJOR_2014_24_2_a6 ER -
%0 Journal Article %A M. Izadikhah %A R. Roostaee %A F. Hosseinzadeh Lotfi %T Using Goal Programming Method to Solve Dea Problems With Value Judgments %J Yugoslav journal of operations research %D 2014 %P 267 %V 24 %N 2 %U http://geodesic.mathdoc.fr/item/YJOR_2014_24_2_a6/ %G en %F YJOR_2014_24_2_a6
M. Izadikhah; R. Roostaee; F. Hosseinzadeh Lotfi. Using Goal Programming Method to Solve Dea Problems With Value Judgments. Yugoslav journal of operations research, Tome 24 (2014) no. 2, p. 267 . http://geodesic.mathdoc.fr/item/YJOR_2014_24_2_a6/