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带准备时间的多柔性综合调度问题的多柔性综合调度算法。

Multi-flexible integrated scheduling algorithm for multi-flexible integrated scheduling problem with setup times.

机构信息

School of Computer Science and Technology, Harbin University of Science and Technology, Harbin 150000, China.

出版信息

Math Biosci Eng. 2023 Mar 24;20(6):9781-9817. doi: 10.3934/mbe.2023429.

Abstract

To address the multi-flexible integrated scheduling problem with setup times, a multi-flexible integrated scheduling algorithm is put forward. First, the operation optimization allocation strategy, based on the principle of the relatively long subsequent path, is proposed to assign the operations to idle machines. Second, the parallel optimization strategy is proposed to adjust the scheduling of the planned operations and machines to make the processing as parallel as possible and reduce the no-load machines. Then, the flexible operation determination strategy is combined with the above two strategies to determine the dynamic selection of the flexible operations as the planned operations. Finally, a potential operation preemptive strategy is proposed to judge whether the planned operations will be interrupted by other operations during their processing. The results show that the proposed algorithm can effectively solve the multi-flexible integrated scheduling with setup times, and it can also better solve the flexible integrated scheduling problem.

摘要

为了解决具有准备时间的多柔性集成调度问题,提出了一种多柔性集成调度算法。首先,提出了基于后续路径较长原则的操作优化分配策略,以将操作分配到空闲机器上。其次,提出了并行优化策略,以调整计划操作和机器的调度,使处理尽可能并行,并减少空载机器。然后,将灵活操作确定策略与上述两种策略相结合,以确定灵活操作的动态选择作为计划操作。最后,提出了一种潜在操作抢占策略,以判断计划操作在处理过程中是否会被其他操作中断。结果表明,所提出的算法可以有效地解决具有准备时间的多柔性集成调度问题,并且可以更好地解决柔性集成调度问题。

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