A branch and bound method in a permutation flow shop with blocking and setup times

IF 1.6 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL
M. S. Nagano, M. Takano, João Vítor Silva Robazzi
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引用次数: 1

Abstract

In this paper it is presented an improvement of the branch and bound algorithm for the permutation flow shop problem with blocking-in-process and setup times with the objective of minimizing the total flow time and tardiness, which is known to be NP-Hard when there are two or more machines involved. With that objective in mind, a new machine-based lower bound that exploits some structural properties of the problem. A database with 27 classes of problems, varying in number of jobs (n) and number of machines (m) was used to perform the computational experiments. Results show that the algorithm can deal with most of the problems with less than 20 jobs in less than one hour. Thus, the method proposed in this work can solve the scheduling of many applications in manufacturing environments with limited buffers and separated setup times.
具有阻塞和设置时间的排列流车间中的分支和定界方法
本文提出了一种改进的分支定界算法,用于求解具有加工阻塞和设置时间的置换流水车间问题,其目标是最小化总流时间和延迟,当涉及两台或两台以上机器时,该问题是np困难的。带着这个目标,我们提出了一个新的基于机器的下界,它利用了问题的一些结构特性。使用一个包含27类问题的数据库来执行计算实验,这些问题在作业数量(n)和机器数量(m)上有所不同。结果表明,该算法可以在不到1小时的时间内处理20个作业以内的大部分问题。因此,本文提出的方法可以解决有限缓冲和分离设置时间的制造环境中许多应用程序的调度问题。
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
5.70
自引率
9.10%
发文量
35
审稿时长
20 weeks
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