A New Dominance Relation No-Wait Flowshop Scheduling Problems with Interval Setup Times

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Abstract

Minimizing the total completion time (TCT) is essential in numerous manufacturing settings. Since such a problem is considered NP-hard, it is not likely that an optimal solution exists. Accordingly, many papers in scheduling literature look for a dominance relation as a solution to minimizing TCT. Furthermore, due to a wide range of unpredictability in manufacturing settings, it is essential to consider settings with uncertain and bounded setup times. Nonetheless, most of the scheduling literature do not take this uncertainty into account. In this paper, we propose a dominance relation for the problem of minimizing TCT with uncertain and bounded setup times, which is considerably better than the best one in the literature. The percentage of improvement comparing the proposed dominance relation in this paper with the one in scheduling literature is over 1000 %. Hypothesis testing and confidence intervals are also used to further confirm the effectiveness of the proposed dominance relation
具有间隔设置时间的无等待流水车间调度问题的新支配关系
最大限度地缩短总完成时间(TCT)在许多生产环境中都至关重要。由于这一问题被认为是 NP 难题,因此不可能存在最优解。因此,调度文献中的许多论文都在寻找一种支配关系作为最小化 TCT 的解决方案。此外,由于生产环境中存在多种不可预测性,因此必须考虑设置时间不确定且有界的环境。然而,大多数调度文献都没有考虑到这种不确定性。在本文中,我们针对设置时间不确定且有界的 TCT 最小化问题提出了一种支配关系,该支配关系大大优于文献中的最佳支配关系。本文提出的支配关系与调度文献中的支配关系相比,改进百分比超过 1000%。假设检验和置信区间也被用来进一步证实所提出的支配关系的有效性。
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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