考虑放行日期和到期日产生库存持有成本和延迟成本的车辆路径问题的反应性抓取启发式算法

Jaikishan T. Soman, R. Patil
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引用次数: 2

摘要

本文研究了具有放行日期和到期日(VRPRDD)的车辆路径问题。如果订单在其发布日期之后被保留在仓库,则每个客户订单将产生库存持有成本,如果交付日期之后发生延迟成本。提出了相应的数学模型,并采用反应式抓取启发式算法求解。将启发式算法的结果与CPLEX算法求解的数学模型进行了比较。利用各种数据集的结果,分析成本和到期日灵活性对生成的路线的影响。所提出的启发式方法在求解质量和计算时间方面优于CPLEX的MILP求解器。我们研究管理的影响和见解受制于灵活性的到期日期和成本结构。
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A Reactive GRASP Heuristic Algorithm for Vehicle Routing Problem with Release Date and Due Date Incurring Inventory Holding Cost and Tardiness Cost
In this paper, vehicle routing problems with release dates and due dates (VRPRDD) are considered. Each customer order will incur an inventory holding cost if the order is held back at the depot after its release date and a tardiness cost if the delivery happens after its due date. The mathematical model is proposed and solved using Reactive GRASP heuristics. The results from the heuristics are compared with that of the mathematical model solved by CPLEX. Results of various data sets are used to analyze the effect of cost and due date flexibility on the routes generated. The proposed heuristic method outperforms the MILP solver of CPLEX in terms of quality of solution and the computation time taken. We study the managerial implications and insights subject to flexibility in due dates, and cost structure.
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