Joint decision model of supplier selection and order allocation for the mass customization of logistics services
Joint decision model of supplier selection and order allocation for the mass customization of logistics services
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DOI:
10.1016/j.tre.2018.10.011
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发表时间:
2018-12-01
影响因子:
10.6
通讯作者:
Yang, Aifeng
中科院分区:
文献类型:
--
作者:
Hu, Xiaojian;Wang, Guanxiong;Yang, Aifeng
This paper formulates a multi-objective mixed-integer nonlinear programming model to simultaneously determine the optimal selection strategy of functional logistics service providers and the order allocation strategy under the mass customization of logistics services. An improved genetic algorithm based on multi-layer coding is designed to solve the model. Numerical experiments show that the supplier selection strategy and the order allocation strategy are mutually influential, therefore, decision makers need to consider both simultaneously to optimize the overall performance of the supply chain. The influence of some important parameters on the model results was observed through a sensitivity analysis.