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Joint decision model of supplier selection and order allocation for the mass customization of logistics services

Author

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  • Hu, Xiaojian
  • Wang, Guanxiong
  • Li, Xiaozheng
  • Zhang, Yue
  • Feng, Shuai
  • Yang, Aifeng

Abstract

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.

Suggested Citation

  • Hu, Xiaojian & Wang, Guanxiong & Li, Xiaozheng & Zhang, Yue & Feng, Shuai & Yang, Aifeng, 2018. "Joint decision model of supplier selection and order allocation for the mass customization of logistics services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 120(C), pages 76-95.
    • Handle: RePEc:eee:transe:v:120:y:2018:i:c:p:76-95
    DOI: 10.1016/j.tre.2018.10.011
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    Cited by:

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    3. Hui Zhang & Hui Gao & Peide Liu, 2019. "Interval Type-2 Fuzzy Multiattribute Group Decision-Making for Logistics Services Providers Selection by Combining QFD with Partitioned Heronian Mean Operator," Complexity, Hindawi, vol. 2019, pages 1-25, May.
    4. Islam, Samiul & Amin, Saman Hassanzadeh & Wardley, Leslie J., 2021. "Machine learning and optimization models for supplier selection and order allocation planning," International Journal of Production Economics, Elsevier, vol. 242(C).
    5. Wang, Kai & Ding, Peiqi & Zhao, Ruiqing, 2021. "Strategic credit sales to express retail under asymmetric default risk and stochastic market demand," Omega, Elsevier, vol. 101(C).
    6. Aida Rezaei & Amir Aghsami & Masoud Rabbani, 2021. "Supplier selection and order allocation model with disruption and environmental risks in centralized supply chain," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 12(6), pages 1036-1072, December.
    7. Fan, Di & Xiao, Chengyong & Zhang, Xiao & Guo, Yujuan, 2021. "Gaining customer satisfaction through sustainable supplier development: The role of firm reputation and marketing communication," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    8. Shuna Wang & Zhi-Hua Hu, 2021. "Green Logistics Service Supply Chain Games Considering Risk Preference in Fuzzy Environments," Sustainability, MDPI, vol. 13(14), pages 1-32, July.

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