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首页> 外文期刊>Discrete dynamics in nature and society >Improved Harmony Search Algorithm for Truck Scheduling Problem in Multiple-Door Cross-Docking Systems
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Improved Harmony Search Algorithm for Truck Scheduling Problem in Multiple-Door Cross-Docking Systems

机译:多门对接系统卡车调度问题的改进和谐搜索算法

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摘要

The key of realizing the cross docking is to design the joint of inbound trucks and outbound trucks, so a proper sequence of trucks will make the cross-docking system much more efficient and need less makespan. A cross-docking system is proposed with multiple receiving and shipping dock doors. The objective is to find the best door assignments and the sequences of trucks in the principle of products distribution to minimize the total makespan of cross docking. To solve the problem that is regarded as a mixed integer linear programming (MILP) model, three metaheuristics, namely, harmony search (HS), improved harmony search (IHS), and genetic algorithm (GA), are proposed. Furthermore, the fixed parameters are optimized by Taguchi experiments to improve the accuracy of solutions further. Finally, several numerical examples are put forward to evaluate the performances of proposed algorithms.
机译:实现交叉停靠的关键是设计入站卡车和出站卡车的接头,因此正确的卡车顺序将使交叉停靠系统更加高效,所需工时更短。提出了一种具有多个接收和运输码头门的跨码头系统。目的是根据产品分配原则找到最佳的门分配和卡车的顺序,以最大程度地减少交叉对接的总工时。为了解决被视为混合整数线性规划(MILP)模型的问题,提出了三种元启发式算法,即和声搜索(HS),改进的和声搜索(IHS)和遗传算法(GA)。此外,通过田口实验对固定参数进行了优化,以进一步提高解的准确性。最后,给出了几个数值例子来评估所提出算法的性能。

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