A Comparative Analysis of the Dea-Ccr Model and the Vikor Method
Yugoslav journal of operations research, Tome 18 (2008) no. 2, p. 187
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
Data Envelopment Analysis (DEA) introduces a model for weights
determination maximizing efficiency of the decision-making units. The primary focus of
the DEA model is to compare decision-making units (alternatives) in terms of their
efficiency in converting inputs into outputs. The multicriteria decision making (MCDM)
method VIKOR uses a common set of weights expressing a decision maker's preferences.
In contrast, the CCR model of DEA does not provide a common set of weights that could
express the preferences of a decision maker. The weights in MCDM do not have a clear
economic significance, but their use provides the opportunity to model the real aspects of
decision making, such as the preference structure. A comparison of DEA and MCDM
shows that DEA resembles MCDM, but the results differ. In spite of these differences,
DEA could be used as a supplement for screening alternatives within MCDM. An
application of DEA and MCDM is illustrated by an example of hydropower system
planning.
Classification :
90B50 62C25
Keywords: Multi criteria, decision making, data envelopment analysis, compromise.
Keywords: Multi criteria, decision making, data envelopment analysis, compromise.
@article{YJOR_2008_18_2_a4,
author = {Serafim Opricovic and Gwo-Hshiung Tzeng},
title = {A {Comparative} {Analysis} of the {Dea-Ccr} {Model} and the {Vikor} {Method}},
journal = {Yugoslav journal of operations research},
pages = {187 },
year = {2008},
volume = {18},
number = {2},
zbl = {1183.90250},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2008_18_2_a4/}
}
Serafim Opricovic; Gwo-Hshiung Tzeng. A Comparative Analysis of the Dea-Ccr Model and the Vikor Method. Yugoslav journal of operations research, Tome 18 (2008) no. 2, p. 187 . http://geodesic.mathdoc.fr/item/YJOR_2008_18_2_a4/