Stacker-reclaimer scheduling for raw material yard operation

Dayong Hu, Z. Yao
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引用次数: 5

Abstract

Raw material yards at dry bulk terminals act as temporary buffers for inbound and outbound raw materials. Both discharging and charging processes are supported by raw material yards in most cases. Stacker-reclaimers are dedicated equipments in yards for raw material handling. The efficiency of yard operation depends to a great extent on the productivity of stacker-reclaimers. Stacker-reclaimer scheduling problem is discussed in this paper. Given a set of handling operations in a yard, the objective is to find an optimal operation sequence on each stacker-reclaimer so as to minimize the makespan. A mixed integer programming model is formulated. Since the considered problem is NP-hard in nature, a parthenogenetic algorithm is developed to obtain near optimal solutions. Computational experiments are conducted to examine the presented model and the solution algorithm. The computational results show that the proposed parthenogenetic algorithm is effective.
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原料堆场作业的堆取料机调度
干散货码头的原料堆场充当进出原料的临时缓冲区。在大多数情况下,卸料和装料过程都由原料堆场支持。堆取料机是堆场中处理原料的专用设备。堆场作业的效率在很大程度上取决于堆取料机的生产效率。本文讨论了堆取料机的调度问题。给定堆场中的一组搬运作业,目标是在每个堆取料机上找到一个最优的操作顺序,以使最大完工时间最小化。建立了一个混合整数规划模型。由于所考虑的问题本质上是np困难的,因此提出了一种孤雌生殖算法来获得近似最优解。计算实验验证了所提出的模型和求解算法。计算结果表明,所提出的孤雌生殖算法是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Model of distributed control software based multi-agent system for large-scale laser experiment equipment A parallel Ant Colony Optimization algorithm with GPU-acceleration based on All-In-Roulette selection Stacker-reclaimer scheduling for raw material yard operation
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