使用专用机器和单个机器人的两阶段流程车间的案例研究

Nacira Chikhi, R. Benmansour, A. Bekrar, S. Hanafi, Moncef Abbas
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引用次数: 2

摘要

研究一类两阶段机器人流水车间调度问题。目标是最小化完工时间。该问题由第一阶段的两台专用机器和第二阶段的一台普通机器组成。每个作业由两个操作定义,这些操作在两个阶段上依次处理。根据其类型,每个作业在第一阶段在专用机器上执行,然后由机器人或传送带运输,在第二阶段在通用机器上执行。我们提出了两个混合整数规划(MIP)模型来解决NP-Hard问题。这两个模型可以使用基于三个下界的有效不等式来改进。此外,由于这种情况的np -硬度,开发了一种启发式方法来解决近似大尺寸问题。结果表明,得到的解质量高,对应的CPU时间是可以接受的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A case study of a two-stage flow shop with dedicated machines and a single robot
This paper considers a two-stage robotic flow shop scheduling problem. The objective is to minimize the makespan. The problem consists of two dedicated machines at the first stage and one common machine at the second stage. Each job is defined by two operations processed on the two-stages in series. Depending on its type, each job is executed on a dedicated machine at the first stage, then it is transported, by a robot or a conveyor, to be executed on the common machine at the second stage. We propose two mixed-integer program (MIP) models to solve this problem which is NP-Hard. These two models can be improved using valid inequalities based on three lower bounds. In addition, due to the NP-hardness of this case, a heuristic is developed to solve approximately large-size problems. The results indicate that the obtained solutions are of high quality and the corresponding CPU time is acceptable.
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