An integrated approach for the merger of small and medium-sized industrial units

Haniyeh Moazeni, B. A. Shirani, Seyed Reza Hejazi
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Abstract

this study considers the importance of small and medium-sized industrial units for economic growth, social cohesion, and regional and local development. It presents a merger model to use each other's capacities and facilities to achieve higher efficiency levels. First, the involved criteria have been chosen using the SCOR model, considering sustainability, resilience and agility criteria in each part of the supply chain network. Next, PCA was used to reduce the dimensionality and the efficiency of units has been determined by network DEA. A mathematical model was used to determine the best combination for the merger. The model chosen for the finalization of the merger process is inverse network DEA, which tries to determine the final inputs of the merged units for a specific target. In addition to theoretical benefits, the results have practical applications. The results can give supply chain partners a common language for better communication and help them settle on standardized definitions. The model has been implemented using real-world data from other articles on 26 stone industries in Iran. The DEA and mathematical models have been solved through GAMS and the PCA approach through MATLAB.
中小工业单位兼并的一体化方式
本研究考虑了中小型工业单位对经济增长、社会凝聚力以及区域和地方发展的重要性。它提出了一种合并模式,利用彼此的能力和设施来实现更高的效率水平。首先,使用SCOR模型选择所涉及的标准,考虑供应链网络每个部分的可持续性,弹性和敏捷性标准。其次,采用主成分分析法进行降维,并用网络DEA确定单元效率。一个数学模型被用来确定并购的最佳组合。最终确定合并过程的模型是逆网络DEA,它试图确定合并单元对特定目标的最终输入。除了理论效益外,研究结果还具有实际应用价值。研究结果可以为供应链合作伙伴提供一种通用语言,以便更好地沟通,并帮助他们确定标准化的定义。该模型使用来自伊朗26个石材行业的其他文章的真实数据来实现。通过MATLAB通过GAMS和PCA方法对DEA和数学模型进行求解。
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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