Multi-vehicle stochastic cyclic inventory routing with guaranteed replenishments

被引:7
|
作者
Raa, Birger [1 ,2 ]
Aouam, Tarik [3 ,4 ]
机构
[1] Univ Ghent, Dept Ind Syst Engn & Prod Design, Ghent, Belgium
[2] Antwerp Maritime Acad, Antwerp, Belgium
[3] Univ Ghent, Dept Business Informat & Operat Management, Ghent, Belgium
[4] Univ Int Rabat, Rabat Business Sch, BearLab, Rabat, Morocco
关键词
Stochastic inventory routing; Cyclic planning; Guaranteed replenishments; Fleet sizing; Local-search metaheuristic;
D O I
10.1016/j.ijpe.2021.108059
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper studies the multi-vehicle cyclic inventory routing problem with stochastic demand. The objective is to provide cost-efficient buffering of the demand variability within a cyclic distribution plan using a combination of safety stock at the customers and expedited shipments from the depot to guarantee replenishments in cycles where cumulative demand exceeds the vehicle capacity. We present a powerful metaheuristic solution approach that integrates stochastic demand within the route and fleet design. Computational results show that the proposed method outperforms state-of-the-art solution approaches for the constant demand case and that it is able to adequately balance vehicle operating costs, cycle inventory and safety stock holding costs, with backlogging and expediting costs. The numerical results also confirm that important savings can be achieved by integrating demand variability in the route and fleet design, and that the cyclic approach can absorb demand variability with limited cost increases.
引用
收藏
页数:14
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