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Improved Harmony Search Algorithm for Truck Scheduling Problem in Multiple-Door Cross-Docking Systems

机译:改进多门交叉扩展系统中卡车调度问题的和声搜索算法

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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:实现交叉扩展的关键是设计入境卡车和出境卡车的关节,因此适当的卡车序列将使交叉扩展系统更有效,需要更少的Mapspan。提出了一种多次接收和运输码头门的交叉扩展系统。目的是在产品分布原则上找到最佳的门分配和卡车序列,以最大限度地减少交叉扩展的总缺课。为了解决被认为是混合整数线性编程(MILP)模型的问题,提出了三种半导体,即和声搜索(HS),改进的和声搜索(IHS)和遗传算法(GA)。此外,通过Taguchi实验优化了固定参数,以进一步提高解决方案的准确性。最后,提出了几个数值例子来评估所提出的算法的性能。

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