Nowadays, recent advances and developments in the agricultural sector have raised concerns regarding the environmental impact of agricultural wastes and the safety of agricultural products. Recently, reverse logistics have been used to address these issues. It is also possible to reduce the environmental impact of these by-products and return them to the network by opening compost centers and designing an optimal supply chain distribution network. In this paper, a new mixed linear mathematical model is developed for an agriculture supply chain network to minimize the total fixed and variable costs of the closed-loop supply chain,. To address the proposed model, efficient and well-known old and recent meta-heuristic algorithms are utilized. Besides, to boost intensification and diversification phases, three hybrid meta-heuristic algorithms are developed. Finally, the quality of the meta-heuristic and hybrid algorithms are investigated and compared.

Rajabi-Kafshgar, A., Gholian-Jouybari, F., Seyedi, S., Hajiaghaei-Keshteli, M. (2023). Utilizing hybrid metaheuristic approach to design an agricultural closed-loop supply chain network. EXPERT SYSTEMS WITH APPLICATIONS, 217 [10.1016/j.eswa.2023.119504].

Utilizing hybrid metaheuristic approach to design an agricultural closed-loop supply chain network

Seyedi S.;
2023

Abstract

Nowadays, recent advances and developments in the agricultural sector have raised concerns regarding the environmental impact of agricultural wastes and the safety of agricultural products. Recently, reverse logistics have been used to address these issues. It is also possible to reduce the environmental impact of these by-products and return them to the network by opening compost centers and designing an optimal supply chain distribution network. In this paper, a new mixed linear mathematical model is developed for an agriculture supply chain network to minimize the total fixed and variable costs of the closed-loop supply chain,. To address the proposed model, efficient and well-known old and recent meta-heuristic algorithms are utilized. Besides, to boost intensification and diversification phases, three hybrid meta-heuristic algorithms are developed. Finally, the quality of the meta-heuristic and hybrid algorithms are investigated and compared.
Articolo in rivista - Articolo scientifico
Closed-loop supply chain; Environmental impact; Facility location problem; Metaheuristics; Modeling;
English
6-gen-2023
2023
217
119504
reserved
Rajabi-Kafshgar, A., Gholian-Jouybari, F., Seyedi, S., Hajiaghaei-Keshteli, M. (2023). Utilizing hybrid metaheuristic approach to design an agricultural closed-loop supply chain network. EXPERT SYSTEMS WITH APPLICATIONS, 217 [10.1016/j.eswa.2023.119504].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/553036
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