This paper deals with the problem of designing the logistics support of complex multi-indenture and multi-echelon engineering systems, with the aim of determining the spare parts stock and the maintenance resources capacity, as well as the level of repair. The problem is modeled as an integer program with a nonlinear probabilistic constraint on the expected availability, whose satisfaction can only be evaluated by means of very time-consuming simulation experiments. Thus, we use an optimization via simulation approach, in which the search space is efficiently explored through an approximated neighborhood evaluation mechanism, which makes use of several parameters estimated by means of simulation. Experimental results on a number of instances show the effectiveness of the proposed approach.
Accepté le :
DOI : 10.1051/ro/2016002
Mots-clés : Inventory, maintenance, level of repair analysis, logistics support design, optimizationvia simulation, approximated neighborhood evaluation
@article{RO_2017__51_1_1_0,
author = {Triki, Chefi and Al-Alawin, Abdallah and Ghiani, Gianpaolo and Manni, Emanuele},
title = {Approximation neighborhood evaluation for the design of the logistics support of complex engineering systems},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {1--16},
publisher = {EDP-Sciences},
volume = {51},
number = {1},
year = {2017},
doi = {10.1051/ro/2016002},
zbl = {1358.90174},
mrnumber = {3589261},
language = {en},
url = {http://www.numdam.org/articles/10.1051/ro/2016002/}
}
TY - JOUR AU - Triki, Chefi AU - Al-Alawin, Abdallah AU - Ghiani, Gianpaolo AU - Manni, Emanuele TI - Approximation neighborhood evaluation for the design of the logistics support of complex engineering systems JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2017 SP - 1 EP - 16 VL - 51 IS - 1 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2016002/ DO - 10.1051/ro/2016002 LA - en ID - RO_2017__51_1_1_0 ER -
%0 Journal Article %A Triki, Chefi %A Al-Alawin, Abdallah %A Ghiani, Gianpaolo %A Manni, Emanuele %T Approximation neighborhood evaluation for the design of the logistics support of complex engineering systems %J RAIRO - Operations Research - Recherche Opérationnelle %D 2017 %P 1-16 %V 51 %N 1 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2016002/ %R 10.1051/ro/2016002 %G en %F RO_2017__51_1_1_0
Triki, Chefi; Al-Alawin, Abdallah; Ghiani, Gianpaolo; Manni, Emanuele. Approximation neighborhood evaluation for the design of the logistics support of complex engineering systems. RAIRO - Operations Research - Recherche Opérationnelle, Tome 51 (2017) no. 1, pp. 1-16. doi : 10.1051/ro/2016002. http://www.numdam.org/articles/10.1051/ro/2016002/
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