A heuristic for clustering and picking small items considering safe reach of the order picker

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
O. Al-Araidah, D. Dalalah, M. Azeez, M. Khasawneh
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引用次数: 8

Abstract

The paper presents a heuristic for clustering and picking small items in a man-aboard order picking system. The proposed heuristic clusters items such that the size of the cluster is bounded by the shape and dimensions of the work envelop of the picker. Where, the picking work envelop is determined considering maximum safe reach as a function of the anthropometric measures of the order picker. This allows the picker to safely pick more items per stop of the order picking platform. Moreover and to minimise total tour time, simulated annealing is used to solve the resulting travel salesperson problem. The proposed heuristic is tested on various order picking scenarios of small items. Analytical results show improvement in the cycle time of the order picking system compared to that obtained using heuristics from literature. [Received 6 September 2015; Revised 25 July 2016; Accepted 11 November 2016]
一种考虑排序器安全到达的聚类和挑选小物品的启发式算法
本文提出了一种启发式算法,用于人载订单分拣系统中的小项目聚类和分拣。所提出的启发式方法对项目进行聚类,使得聚类的大小受选择器的工作包络的形状和尺寸的限制。其中,分拣工作包络线是在考虑最大安全范围的情况下确定的,该范围是订单分拣员的人体测量的函数。这允许拣选者在订单拣选平台的每一站安全地拣选更多的项目。此外,为了最大限度地减少总旅行时间,模拟退火被用来解决由此产生的旅行销售人员问题。所提出的启发式算法在各种小商品的订单选择场景中进行了测试。分析结果表明,与使用文献中的启发式方法获得的结果相比,订单挑选系统的周期时间有所改善。【2015年9月6日收到;2016年7月25日修订;2016年11月11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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