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首页> 外文期刊>Journal of Advanced Mechanical Design, Systems, and Manufacturing >A heuristic algorithm for the periodic vehicle routing problem with flexible delivery dates
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A heuristic algorithm for the periodic vehicle routing problem with flexible delivery dates

机译:一种灵活交货日期的周期性车辆路由问题的启发式算法

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摘要

The periodic vehicle routing problem (PVRP) is a generalization of the vehicle routing problem (VRP) to a planning period of more than one day. A fleet of vehicles needs to deliver goods periodically to each customer so that the delivery dates meet the request of the customer. This paper introduces a new model of PVRP, the periodic vehicle routing problem with flexible delivery dates, which covers a wider range of applications and is able to answer more diverse customer requirements. We propose an algorithm based on iterated local search (ILS), which is a metaheuristic approach that involves an iterative application of a local search algorithm and the use of perturbation as a diversification mechanism. Computational results show that our proposed method performed competitively in solving the standard PVRP. Moreover, we confirm that our new model can reduce the cost for more general instances.
机译:周期性的车辆路由问题(PVRP)是车辆路由问题(VRP)的概括到超过一天的规划期。一批车辆需要定期向每个客户提供货物,以便交货日期符合客户的要求。本文介绍了一种新的PVRP模型,灵活交货日期的周期性车辆路由问题,涵盖了更广泛的应用程序,能够回答更多样化的客户要求。我们提出了一种基于迭代本地搜索(ILS)的算法,该算法是一种涉及局部搜索算法的迭代应用和作为多样化机制的扰动的迭代应用。计算结果表明,我们在解决标准PVRP方面表现得很有竞争力。此外,我们确认我们的新模型可以降低更多一般情况的成本。

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