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A Two-Stage Algorithm for a Dynamic Multi-Trip Vehicle Scheduling Problem

机译:动态多行程车辆调度问题的两阶段算法

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Based on the analysis on the dynamic factors of vehicles in distribution services, a new dynamic multi-trip vehicle scheduling problem which considers vehiclesȁ9; dynamic conditions and multi-trip distribution is presented. A two-stage solving strategy for the problem, i.e., the first stage for making distribution plan and the second stage for real time scheduling is addressed. Then a two-stage algorithm for the problem, i.e., the first stage using tabu search algorithm and the second stage using local search algorithm is developed. Thus both the powerful global searching capability of tabu search algorithm and the high converging speed of local search algorithm are made full use of. The effectiveness of this algorithm is demonstrated by experimental computations.
机译:在分析配送服务中车辆动态因素的基础上,提出了考虑车辆ȁ9的动态多程车辆调度问题。提出了动态条件和多程分布。解决了该问题的两阶段解决策略,即用于制定分配计划的第一阶段和用于实时调度的第二阶段。然后,开发了针对该问题的两阶段算法,即,第一阶段使用禁忌搜索算法,第二阶段使用局部搜索算法。因此,禁忌搜索算法强大的全局搜索能力和局部搜索算法的高收敛速度都得到了充分利用。实验计算证明了该算法的有效性。

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