TY - JOUR
T1 - A production and distribution planning of perishable products with a fixed lifetime under vertical competition in the seller-buyer systems: A real-world application
AU - Aazami, Adel
AU - Saidi-Mehrabad, Mohammad
PY - 2021/1/1
Y1 - 2021/1/1
N2 - Motivated by a real problem, in this paper, a new multi-period production-distribution planning (PDP) for perishable products with a fixed lifetime in a seller-buyer system is developed. The objective is to maximize the seller’s profit conditional on the optimality of the buyer in a three-level supply chain (SC), including the factories, distribution centers, and retailers. The factories and distribution centers act cooperatively at the leader level and, as the seller, make the location, production, inventory, and distribution decisions. While the retailers operate as the follower; therefore, a vertical competition is held in this SC. In addition to price, freshness owing to the perishability of the product is considered as an important competitive factor. Also, to encourage the retailers, three strategies in the development of a new demand function, including the return, discount policies, and credit period, are employed. Since the problem is NP-hard, a hierarchical heuristic approach based on Benders Decomposition Algorithm (BDA) and Genetic Algorithm (GA) is proposed. Finally, to demonstrate the applicability and efficiency of the developed model, it is applied to a real industrial case. The computational results of the problems in different sizes confirm the efficient performance of the proposed model and solution method.
AB - Motivated by a real problem, in this paper, a new multi-period production-distribution planning (PDP) for perishable products with a fixed lifetime in a seller-buyer system is developed. The objective is to maximize the seller’s profit conditional on the optimality of the buyer in a three-level supply chain (SC), including the factories, distribution centers, and retailers. The factories and distribution centers act cooperatively at the leader level and, as the seller, make the location, production, inventory, and distribution decisions. While the retailers operate as the follower; therefore, a vertical competition is held in this SC. In addition to price, freshness owing to the perishability of the product is considered as an important competitive factor. Also, to encourage the retailers, three strategies in the development of a new demand function, including the return, discount policies, and credit period, are employed. Since the problem is NP-hard, a hierarchical heuristic approach based on Benders Decomposition Algorithm (BDA) and Genetic Algorithm (GA) is proposed. Finally, to demonstrate the applicability and efficiency of the developed model, it is applied to a real industrial case. The computational results of the problems in different sizes confirm the efficient performance of the proposed model and solution method.
KW - Production-distribution planning
KW - Seller-buyer problem
KW - Perishable product
KW - Bi-level programming
KW - Benders decomposition algorithm
KW - Genetic algorithm
U2 - 10.1016/j.jmsy.2020.12.001
DO - 10.1016/j.jmsy.2020.12.001
M3 - Journal article
SN - 0278-6125
VL - 58
SP - 223
EP - 247
JO - Journal of Manufacturing Systems
JF - Journal of Manufacturing Systems
ER -