城市物流中的开闭混合式两级车辆路径问题

Open-Close Mixed Two-Echelon Vehicle Routing Problem in City Logistics

  • 摘要: 根据城市物流中的物资开闭混合式两级配送情形,构建开闭混合式两级车辆路径问题的数学模型.远程中心仓库的物资必须先配送至外围的中转站,再转运至最终需求点,第1级车辆在完成配送任务后无需返回中心仓库,或者必须原路返回.通过一种改进的变邻域搜索算法求解该NP难问题.扩展算例的实验结果表明该改进算法可获得求解质量与时间的平衡,性能优于改进的Memetic算法.

     

    Abstract: An open-closed mixed two-echelon vehicle routing problem (OCM-2EVRP) mathematical model is constructed based on the close-open mixed two-echelon distribution of freight in city logistics. In OCM-2EVRP, freight from a remote depot is compulsorily delivered through peripheral intermediate depots to the final customers in the city. Vehicles of the first echelon do not need to return to the depot after finishing their distribution, or they should make the same trips in the reverse order. This NP-hard problem is solved by an improved variable neighborhood search algorithm. Results of computational experiments on several extended benchmark instances show that the improved algorithm can obtain a balance between solution quality and time and outperforms an improved Memetic algorithm.

     

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