Supply Chain Collaboration Degree of Manufacturing Enterprises Using Matter-Element Method


Qiang Xiao, Shuangshuang Yao, Mengjun Qiang, Journal of Information Processing Systems Vol. 17, No. 5, pp. 918-932, Oct. 2021  

https://doi.org/10.3745/JIPS.04.0223
Keywords: Collaboration Degree Evaluation, Fuzzy Matter Element, Supply Chain
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Abstract

Evaluation of the collaboration of the upstream and downstream enterprises in the manufacturing supply chain is important to improve their synergistic effect. From the supply chain perspective, this study establishes the evaluation model of the manufacturing enterprise collaboration on the basis of fuzzy entropy according to synergistic theory. Downstream enterprises carry out coordinated capital, business, and information flows as subsystems and research enterprises as composite systems. From the three subsystems, the collaboration evaluation index is selected as the order parameter. The compound fuzzy matter-element matrix is established by using its improved algorithm. Subordinate membership and standard deviation fuzzy matter-element matrixes are constructed. Index weight is determined using the entropy weight method. The closeness of each matter element is then calculated. Through a representative of the home appliance industry, namely, Gree Electric Appliances Inc. of Zhuhai, empirical analysis of data in 2011–2017 from the company and its upstream and downstream enterprise collaboration shows a good trend, but the coordinated development has not reached stability. Gree Electric Appliances Inc. of Zhuhai need to strengthen the synergy with upstream and downstream enterprises in terms of cash, business, and information flows to enhance competitiveness. Experimental results show that this method can provide precise suggestions for enterprises, improve the degree of collaboration, and accelerate the development and upgrading of the manufacturing industry.


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Cite this article
[APA Style]
Xiao, Q., Yao, S., & Qiang, M. (2021). Supply Chain Collaboration Degree of Manufacturing Enterprises Using Matter-Element Method. Journal of Information Processing Systems, 17(5), 918-932. DOI: 10.3745/JIPS.04.0223.

[IEEE Style]
Q. Xiao, S. Yao, M. Qiang, "Supply Chain Collaboration Degree of Manufacturing Enterprises Using Matter-Element Method," Journal of Information Processing Systems, vol. 17, no. 5, pp. 918-932, 2021. DOI: 10.3745/JIPS.04.0223.

[ACM Style]
Qiang Xiao, Shuangshuang Yao, and Mengjun Qiang. 2021. Supply Chain Collaboration Degree of Manufacturing Enterprises Using Matter-Element Method. Journal of Information Processing Systems, 17, 5, (2021), 918-932. DOI: 10.3745/JIPS.04.0223.