A precedence constrained flow shop scheduling problem with transportation time, breakdown times, and weighted jobs

IF 1.3 Q4 ENGINEERING, INDUSTRIAL
M. Thangaraj, T. J. Kumar, K. Nandan
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引用次数: 2

Abstract

Job precedence can often be seen in various manufacturing process scenarios. For instance, in the context of flow shop scheduling, certain jobs must be processed before a specific job may be executed. Formally, this scenario is known as precedence constraint, which influences the optimal job sequence. Because of this practical significance, in this study, a two-machine flow shop scheduling problem in which transportation times, breakdown time, and weighted jobs are considered. In addition to that, an ordered precedence constraint is considered that ensures a successor job cannot start on any machine before its predecessor job has been done on all machines. This is the first study that deals with flow shop scheduling problems with transportation times, breakdown time, job weights, and precedence constraints altogether, to the best of the author’s knowledge. To solve this problem, a simple and efficient solution methodology is developed that assures optimal or near-optimal solutions effectively. The developed algorithm is tested on various test instances and results are reported, which will be useful for future comparative studies.
一个具有运输时间、故障时间和加权作业的优先约束流车间调度问题
作业优先级通常可以在各种制造过程场景中看到。例如,在流程车间调度的上下文中,在执行特定作业之前,必须先处理某些作业。正式地说,这种情况被称为优先约束,它影响最优作业序列。鉴于这一现实意义,本文研究了考虑运输时间、故障时间和加权作业的双机流车间调度问题。除此之外,还考虑了一个有序的优先级约束,以确保后继作业不能在所有机器上完成其前导作业之前在任何机器上启动。据作者所知,这是第一个涉及运输时间、故障时间、工作权重和优先级约束的流程车间调度问题的研究。为了解决这个问题,开发了一种简单有效的求解方法,以确保有效地获得最优或接近最优的解。该算法在多个测试实例上进行了测试,并给出了结果报告,为今后的比较研究提供了参考。
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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来源期刊
CiteScore
3.70
自引率
5.90%
发文量
16
审稿时长
16 weeks
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