A simulation-based optimisation approach ...
Type de document :
Compte-rendu et recension critique d'ouvrage
Titre :
A simulation-based optimisation approach for multi-objective inventory control of perishable products in closed-loop supply chains under uncertainty
Auteur(s) :
Hasani, Aliakbar [Auteur]
Eskandarpour, Majid [Auteur]
Lille économie management - UMR 9221 [LEM]
Fattahi, Mohammad [Auteur]
Eskandarpour, Majid [Auteur]
Lille économie management - UMR 9221 [LEM]
Fattahi, Mohammad [Auteur]
Titre de la revue :
International Journal of Advanced Operations Management
Pagination :
324-344
Éditeur :
Inderscience
Date de publication :
2018-08
ISSN :
1758-938X
Mot(s)-clé(s) en anglais :
closed-loop supply chain
inventory control
uncertainty
desirability function
interactive
simulation-based optimisation approach
inventory control
uncertainty
desirability function
interactive
simulation-based optimisation approach
Discipline(s) HAL :
Sciences de l'Homme et Société/Gestion et management
Résumé en anglais : [en]
This paper investigates the inventory control of perishable products with a limited storage lifetime in closed-loop supply chains. Uncertainties related to customers' demands, the return rate of goods, and qualities of the ...
Lire la suite >This paper investigates the inventory control of perishable products with a limited storage lifetime in closed-loop supply chains. Uncertainties related to customers' demands, the return rate of goods, and qualities of the returned products are considered. An efficient interactive response surface methodology is adopted by using a statistical simulation approach. The desirability function is taken into account a minimum desirability level of multiple objectives, the potential correlation between the considered objectives, and minimisation of uncontrollable variables or noise factors effect. The experimental results indicate the efficiency of the proposed simulation-based optimisation approach in handling correlated multiple objectives for inventory control of perishable products in closed-loop supply chains under uncertainty. Considered risks in the supply chain echelons and fair costs allocation has been balanced efficiently via using the proposed interactive approach to solving the multi-objective problem. Finally, the robustness of the obtained solutions is assessed under variation in weights of the response variables.Lire moins >
Lire la suite >This paper investigates the inventory control of perishable products with a limited storage lifetime in closed-loop supply chains. Uncertainties related to customers' demands, the return rate of goods, and qualities of the returned products are considered. An efficient interactive response surface methodology is adopted by using a statistical simulation approach. The desirability function is taken into account a minimum desirability level of multiple objectives, the potential correlation between the considered objectives, and minimisation of uncontrollable variables or noise factors effect. The experimental results indicate the efficiency of the proposed simulation-based optimisation approach in handling correlated multiple objectives for inventory control of perishable products in closed-loop supply chains under uncertainty. Considered risks in the supply chain echelons and fair costs allocation has been balanced efficiently via using the proposed interactive approach to solving the multi-objective problem. Finally, the robustness of the obtained solutions is assessed under variation in weights of the response variables.Lire moins >
Langue :
Anglais
Vulgarisation :
Non
Collections :
Source :