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首页> 外文期刊>Numerical Algebra, Control and Optimization >A ROBUST MULTI-TRIP VEHICLE ROUTING PROBLEM OF PERISHABLE PRODUCTS WITH INTERMEDIATE DEPOTS AND TIME WINDOWS
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A ROBUST MULTI-TRIP VEHICLE ROUTING PROBLEM OF PERISHABLE PRODUCTS WITH INTERMEDIATE DEPOTS AND TIME WINDOWS

机译:具有中间仓库和时间窗的易腐产品的强大多跳动车辆路由问题

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摘要

Distribution of products within the supply chain with the highest quality is one of the most important competitive activities in industries with perishable products. Companies should pay much attention to the distribution during the design of their optimal supply chain. In this paper, a robust multi-trip vehicle routing problem with intermediate depots and time windows is formulated to deals with the uncertainty nature of demand parameter. A mixed integer linear programming model is presented to minimize total traveled distance, vehicles usage costs, earliness and tardiness penalty costs of services, and determine optimal routes for vehicles so that all customers' demands are covered. A number of random instances in different sizes (small, medium, and large) are generated and solved by CPLEX solver of GAMS to evaluate the robustness of the model and prove the model validation. Finally, a sensitivity analysis is applied to study the impact of the maximum available time for vehicles on the objective function value.
机译:供应链内的产品分销,质量最高是具有易腐产品的行业中最重要的竞争活动之一。公司应在最优供应链设计期间重视分销。在本文中,配制了一种具有中间仓库和时间窗的强大的多行程车辆路由问题,以处理需求参数的不确定性性质。提出了一种混合整数线性规划模型,以最大限度地减少旅行距离,车辆使用成本,安全性和迟到的服务费用,并确定车辆的最佳路线,以便所有客户的需求都被覆盖。通过CPLES求解器生成和解决了不同大小(小,介质和大)中的许多随机实例,以评估模型的稳健性并证明模型验证。最后,应用灵敏度分析来研究车辆对客观函数值的最大可用时间的影响。

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