A Multi-objective based AMOSA approach to the dynamic location of bloodmobiles problem - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2021

A Multi-objective based AMOSA approach to the dynamic location of bloodmobiles problem

Résumé

One of the most vital resources for the human being is blood, its collection requires the establishment of a strategy allowing to maximize the collected quantity with a minimum cost. Several constraints should consider the blood and its components as perishable products which affects the storage and transfer activities. Our paper defines the optimal structure of bloodmobiles network over several periods of time. Based on the P-median facility location problem, we suppose that the number of located bloodmobiles is fixed in advance for all periods. Furthermore, located bloodmobiles in a given period are moved to new locations in the next period in order to have new donors (relocation). A non-linear mixed-integer programming mathematical model is proposed to define the best possible locations for bloodmobiles, for each period and analyzes the trade-off between economic costs and total collected quantity. We propose a multi-objective approach based on an Archived Multi-objective Simulated Annealing Approach (AMOSA). We apply this approach to the Tlemcen city bloodmobile network by proposing several locations as potential locations to make it easier for donors and maximize the quantity of collected blood.
Fichier non déposé

Dates et versions

hal-03590734 , version 1 (28-02-2022)

Identifiants

Citer

Fouad Maliki, Mohammed Dahane, Mehdi Souier, Fouad Ben Abdelaziz. A Multi-objective based AMOSA approach to the dynamic location of bloodmobiles problem. 2021 1st International Conference On Cyber Management And Engineering (CyMaEn), May 2021, Hammamet, Tunisia. pp.1-5, ⟨10.1109/CyMaEn50288.2021.9497276⟩. ⟨hal-03590734⟩
20 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More