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Datasets for supplier selection and order allocation with green criteria all-unit quantity discounts and varying number of suppliers

机译:具有绿色标准全单位数量折扣和不同数量供应商的供应商选择和订单分配数据集

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摘要

This data article provides detailed optimization input and output datasets and optimization code for the published research work titled “Dynamic green supplier selection and order allocation with quantity discounts and varying supplier availability” (Hamdan and Cheaitou, 2017, In press) . Researchers may use these datasets as a baseline for future comparison and extensive analysis of the green supplier selection and order allocation problem with all-unit quantity discount and varying number of suppliers. More particularly, the datasets presented in this article allow researchers to generate the exact optimization outputs obtained by the authors of Hamdan and Cheaitou (2017, In press) using the provided optimization code and then to use them for comparison with the outputs of other techniques or methodologies such as heuristic approaches. Moreover, this article includes the randomly generated optimization input data and the related outputs that are used as input data for the statistical analysis presented in Hamdan and Cheaitou (2017 In press) in which two different approaches for ranking potential suppliers are compared. This article also provides the time analysis data used in (Hamdan and Cheaitou (2017, In press) to study the effect of the problem size on the computation time as well as an additional time analysis dataset. The input data for the time study are generated randomly, in which the problem size is changed, and then are used by the optimization problem to obtain the corresponding optimal outputs as well as the corresponding computation time.
机译:该数据文章为已发表的研究工作提供了详细的优化输入和输出数据集以及优化代码,这些研究工作的标题为“具有数量折扣和可变供应商可用性的动态绿色供应商选择和订单分配”(Hamdan和Cheaitou,2017年,印刷中)。研究人员可以将这些数据集用作基线,以进行未来的比较和对具有绿色单位的数量选择和不同数量供应商的绿色供应商选择和订单分配问题的广泛分析。更具体地说,本文提供的数据集使研究人员可以使用提供的优化代码生成由Hamdan和Cheaitou(2017,出版中)的作者获得的确切优化输出,然后将其与其他技术或其他技术的输出进行比较启发式方法之类的方法。此外,本文包括随机生成的优化输入数据和相关输出,这些输出用作Hamdan和Cheaitou(2017年出版)中提供的统计分析的输入数据,其中比较了两种不同的对潜在供应商进行排名的方法。本文还提供了(Hamdan和Cheaitou(2017,印刷中)中使用的时间分析数据以研究问题大小对计算时间的影响以及其他时间分析数据集。生成了时间研究的输入数据随机地改变问题的大小,然后被优化问题用于获得相应的最优输出以及相应的计算时间。

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