Dominance measuring methods are a recent approach for dealing with complex decision-making problems with imprecise, incomplete or partial information within multi-attribute value/utility theory. These methods compute pairwise dominance values and exploit the information included in the dominance matrix in different ways to derive measures of dominance intensity to rank the alternatives under consideration. We review dominance measuring methods proposed in the literature, describing how their possible drawbacks have been progressively overcome, and comparing their performance with other existing approaches, like surrogate weighting methods, the adaptation of classical decision rules to encompass an imprecise decision context, SMAA or Sarabando and Dias’ method. An example of the selection of cleaning services in a European underground transportation company is used to illustrate dominance measuring methods in a real complex decision-making problem.
Accepté le :
DOI : 10.1051/ro/2016038
Mots-clés : Dominance measuring methods, imprecise information, multi-attribute value/utility theory
@article{RO_2016__50_4-5_809_0,
author = {Jim\'enez-Mart{\'\i}n, Antonio and Mateos, Alfonso and Fern\'andez del Pozo, Juan A.},
title = {Dominance measuring methods for the selection of cleaning services in a {European} underground transportation company},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {809--824},
publisher = {EDP-Sciences},
volume = {50},
number = {4-5},
year = {2016},
doi = {10.1051/ro/2016038},
mrnumber = {3570532},
zbl = {1354.91040},
language = {en},
url = {http://archive.numdam.org/articles/10.1051/ro/2016038/}
}
TY - JOUR AU - Jiménez-Martín, Antonio AU - Mateos, Alfonso AU - Fernández del Pozo, Juan A. TI - Dominance measuring methods for the selection of cleaning services in a European underground transportation company JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2016 SP - 809 EP - 824 VL - 50 IS - 4-5 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/ro/2016038/ DO - 10.1051/ro/2016038 LA - en ID - RO_2016__50_4-5_809_0 ER -
%0 Journal Article %A Jiménez-Martín, Antonio %A Mateos, Alfonso %A Fernández del Pozo, Juan A. %T Dominance measuring methods for the selection of cleaning services in a European underground transportation company %J RAIRO - Operations Research - Recherche Opérationnelle %D 2016 %P 809-824 %V 50 %N 4-5 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/ro/2016038/ %R 10.1051/ro/2016038 %G en %F RO_2016__50_4-5_809_0
Jiménez-Martín, Antonio; Mateos, Alfonso; Fernández del Pozo, Juan A. Dominance measuring methods for the selection of cleaning services in a European underground transportation company. RAIRO - Operations Research - Recherche Opérationnelle, Special issue - Advanced Optimization Approaches and Modern OR-Applications, Tome 50 (2016) no. 4-5, pp. 809-824. doi : 10.1051/ro/2016038. http://archive.numdam.org/articles/10.1051/ro/2016038/
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