New solution approaches for balancing assembly lines with setup times

IF 4.3 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Jordi Pereira , Marcus Ritt
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引用次数: 0

Abstract

The objective of an assembly line balancing problem is to find an efficient allocation of tasks to the stations of the line according to time and technological (precedence) constraints. In this work we study the setup assembly line balancing and scheduling problem (SUALBSP) in which the time required to perform the tasks depends on their sequence within each station. In order to solve the problem, we propose different lower and upper bounds and check the efficiency of the proposed methods when compared to the state of the art. We show experimentally that the proposed methods lead to better primal and dual bounds, and that our new exact method optimally solves over 75% of all instances from the literature with a mean relative gap of less than 2% with a two minutes time limit. Moreover, for the subset of instances previously considered by exact approaches, our new exact approach obtains and proves the optimal solution for 150 of the 167 previously open instances, a significant improvement over previous exact methods.
平衡装配线与安装时间的新解决方案
装配线平衡问题的目标是根据时间和技术(优先级)的限制,找到一个有效的任务分配到生产线上的各个工位。在本工作中,我们研究了安装装配线平衡和调度问题(SUALBSP),其中执行任务所需的时间取决于任务在每个工位内的顺序。为了解决这个问题,我们提出了不同的下界和上界,并将所提出的方法与最先进的方法进行了比较。我们的实验表明,我们提出的方法导致更好的原始和对偶边界,并且我们的新精确方法最优地解决了文献中75%以上的所有实例,平均相对差距小于2%,时间限制为2分钟。此外,对于以前由精确方法考虑的实例子集,我们的新精确方法获得并证明了167个先前开放实例中的150个的最优解,这比以前的精确方法有了显着的改进。
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来源期刊
Computers & Operations Research
Computers & Operations Research 工程技术-工程:工业
CiteScore
8.60
自引率
8.70%
发文量
292
审稿时长
8.5 months
期刊介绍: Operations research and computers meet in a large number of scientific fields, many of which are of vital current concern to our troubled society. These include, among others, ecology, transportation, safety, reliability, urban planning, economics, inventory control, investment strategy and logistics (including reverse logistics). Computers & Operations Research provides an international forum for the application of computers and operations research techniques to problems in these and related fields.
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