In today’s world, using fashion goods is a vital of human. In this research, we focused on developing a scheduling method for distributing and selling fashion goods in a multi-market/multi-retailer supply chain while the product demands in markets are stochastic. For this purpose, a new multi-objective mathematical programming model is developed where maximizing the profit of selling fashion goods and minimizing delivering time and customer’s dissatisfaction are considered as objective functions. In continue due to the complexity of the problem, a number of metaheuristics are compared and a hybrid of Non-dominated Sorting Genetic Algorithm II (NSGAII) and simulated annealing is selected for solving the case studies. Then, in order to find the best values for input parameters of the algorithm, a Taguchi method is applied. In continue, a number of case studies are selected from literature review and solved by the algorithm. The outcomes are analyzed and it is found that using multi-objective models can find more realistic solutions. Then, the model is applied for a case study with real data from industry and outcomes showed that the proposed algorithm can be successfully applied in practice.
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DOI : 10.1051/ro/2019061
Keywords: Supply chain, logistic and transport, distribution, fashion goods
@article{RO_2021__55_S1_S523_0,
author = {Delgoshaei, Aidin and Norozi, Hengameh and Mirzazadeh, Abolfazl and Farhadi, Maryam and Hooshmand Pakdel, Golnaz and Khoshniat Aram, Aisa},
title = {A new model for logistics and transportation of fashion goods in the presence of stochastic market demands considering restricted retailers capacity},
journal = {RAIRO. Operations Research},
pages = {S523--S547},
year = {2021},
publisher = {EDP-Sciences},
volume = {55},
doi = {10.1051/ro/2019061},
mrnumber = {4223092},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro/2019061/}
}
TY - JOUR AU - Delgoshaei, Aidin AU - Norozi, Hengameh AU - Mirzazadeh, Abolfazl AU - Farhadi, Maryam AU - Hooshmand Pakdel, Golnaz AU - Khoshniat Aram, Aisa TI - A new model for logistics and transportation of fashion goods in the presence of stochastic market demands considering restricted retailers capacity JO - RAIRO. Operations Research PY - 2021 SP - S523 EP - S547 VL - 55 PB - EDP-Sciences UR - https://www.numdam.org/articles/10.1051/ro/2019061/ DO - 10.1051/ro/2019061 LA - en ID - RO_2021__55_S1_S523_0 ER -
%0 Journal Article %A Delgoshaei, Aidin %A Norozi, Hengameh %A Mirzazadeh, Abolfazl %A Farhadi, Maryam %A Hooshmand Pakdel, Golnaz %A Khoshniat Aram, Aisa %T A new model for logistics and transportation of fashion goods in the presence of stochastic market demands considering restricted retailers capacity %J RAIRO. Operations Research %D 2021 %P S523-S547 %V 55 %I EDP-Sciences %U https://www.numdam.org/articles/10.1051/ro/2019061/ %R 10.1051/ro/2019061 %G en %F RO_2021__55_S1_S523_0
Delgoshaei, Aidin; Norozi, Hengameh; Mirzazadeh, Abolfazl; Farhadi, Maryam; Hooshmand Pakdel, Golnaz; Khoshniat Aram, Aisa. A new model for logistics and transportation of fashion goods in the presence of stochastic market demands considering restricted retailers capacity. RAIRO. Operations Research, Tome 55 (2021), pp. S523-S547. doi: 10.1051/ro/2019061
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