MILP models and metaheuristic for balancing and sequencing of mixed-model two-sided assembly lines

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
J. M. Nilakantan, Zixiang Li, Qiuhua Tang, Peter Nielsen
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引用次数: 14

Abstract

Mixed-model assembly lines are becoming increasingly popular due to flexibility of producing customised products. In a mixed-model assembly line, line balancing and model sequencing problems are tightly interrelated and very important for efficiency. This paper proposes a new assembly line configuration based on paced mixed-model two-sided assembly lines where balancing and sequencing problems are considered simultaneously. Minimal work has been reported considering both problems simultaneously for this type of assembly line configuration. Two mixed-integer linear programming (MILP) models are developed and a restarted SA algorithm with new encoding, decoding and neighbourhood procedures is developed. The parameters of the proposed algorithm are selected based on a statistical technique and the performance of it is tested on a set of new benchmark problems. The computational results demonstrate the effectiveness of the MILP models and the high efficiency of the proposed algorithm. The proposed algorithm outperforms the comparative original SA algorithm. [Received 22 July 2016; Revised 1 December 2016; Accepted 14 February 2017]
混合模型双面装配线平衡排序的MILP模型与元启发式算法
由于生产定制产品的灵活性,混合模型装配线越来越受欢迎。在混合模型装配线中,线平衡和模型排序问题密切相关,对效率非常重要。本文提出了一种新的装配线配置,该配置基于速度混合模型双侧装配线,同时考虑平衡和排序问题。据报道,对于这种类型的装配线配置,同时考虑这两个问题的工作量最小。开发了两个混合整数线性规划(MILP)模型,并开发了一个具有新的编码、解码和邻域过程的重新启动SA算法。基于统计技术选择了所提出算法的参数,并在一组新的基准问题上测试了算法的性能。计算结果证明了MILP模型的有效性和算法的高效性。所提出的算法优于比较原始SA算法。【2016年7月22日收到;2016年12月1日修订;2017年2月14日接受】
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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