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Multi-depot vehicle routing problem with time windows considering delivery and installation vehicles

机译:考虑交货和安装车辆的带时间窗的多站点车辆路径问题

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摘要

We extend the multi-depot vehicle routing problem with time windows (MDVRPTW), a practical and challenging problem in logistics and supply chain management, to a study of service vehicles used for delivery and installation of electronics. This study shows that MDVRPTW results can be used to minimize fixed costs of the depots and the delivery and installation vehicles as well as expenses related to travel distances and labor. Along with a mixed integer programming model, we develop a heuristic and a genetic algorithm to identify a near-optimal solution. Computational results demonstrate that the proposed algorithms can efficiently be used to solve relatively large problems.
机译:我们将带有时间窗(MDVRPTW)的多点车辆路线问题扩展到对物流和供应链管理中的实际挑战性问题,以研究用于电子产品的交付和安装的服务车辆。这项研究表明,MDVRPTW结果可用于最小化仓库,运输和安装车辆的固定成本以及与行驶距离和人工有关的费用。与混合整数规划模型一起,我们开发了一种启发式算法和一种遗传算法来识别接近最佳的解决方案。计算结果表明,所提出的算法可以有效地解决相对较大的问题。

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