Geodesic
Approximation neighborhood evaluation for the design of the logistics support of complex engineering systems
Triki, Chefi1, 2 ; Al-Alawin, Abdallah3 ; Ghiani, Gianpaolo1  ; Manni, Emanuele1
1 Department of Engineering for Innovation, University of Salento, Via per Monteroni, 73100, Lecce, Italy.
2 Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman.
3 Department of Business Administration, University of Dubai, Dubai, United Arab Emirates.
RAIRO - Operations Research - Recherche Opérationnelle, Tome 51 (2017) no. 1, pp. 1-16

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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.

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DOI : 10.1051/ro/2016002
Classification : 90C90, 90B06
Keywords: Inventory, maintenance, level of repair analysis, logistics support design, optimizationvia simulation, approximated neighborhood evaluation

Triki, Chefi 1, 2 ; Al-Alawin, Abdallah 3 ; Ghiani, Gianpaolo 1 ; Manni, Emanuele 1

1 Department of Engineering for Innovation, University of Salento, Via per Monteroni, 73100, Lecce, Italy.
2 Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman.
3 Department of Business Administration, University of Dubai, Dubai, United Arab Emirates. 
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     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},
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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

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