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基于5G信息系统的供应链安全评估模型与指标体系

Supply chain security evaluation model and index system based on a 5G information system.

作者信息

Zhao Jingfeng, Li Yan

机构信息

College of Management and Economic, North China University of Water Resources and Electric Power, Zhengzhou, 450000 Henan China.

出版信息

Neural Comput Appl. 2022;34(15):12271-12281. doi: 10.1007/s00521-021-06584-5. Epub 2021 Oct 29.

Abstract

Currently, the supply chain management model has been widely adopted worldwide. Internationally renowned companies such as IBM and Walmart have made significant achievements in supply chain management and have played a greater role in promoting the growth of their interests. However, while they are enjoying their own interests, they are also facing various risks in the supply chain. From the perspective of systems engineering, this paper uses complex network theory as a research tool to study supply chain networks and systematically study the important issues of supply chain network risks. This paper analyzes the new characteristics of the relationship between enterprises and suppliers in the supply chain and which indicators should be selected as the basis for evaluating suppliers from the perspective of cooperation and development, which more comprehensively reflects the characteristics of the new enterprise-supplier relationship in the supply chain environment. This highlights the evaluation of the supplier's cooperation ability and development ability. Aiming at the problem of supply chain network system identification and integrated evaluation, a supply chain security evaluation model and index system research framework model are proposed, and the intercompany business risk and supply chain in supply chain network evaluation are introduced. As a model for evaluating transition parameters, the study of supply chain risk propagation introduces the theory of dynamic propagation in complex networks, the law of evolution, and the supplier's dynamic supply chain risk model. The experimental results of this paper show that when the global reputation value is 0.5 and the local reputation value is 0.8 and 0.7, the trust degree changes with the change of the confidence factor; when the value of the confidence factor decreases, the degree of trust converges more and more to the global reputation and vice versa. It can be seen that this model has high feasibility.

摘要

目前,供应链管理模式已在全球范围内广泛采用。国际知名公司如IBM和沃尔玛在供应链管理方面取得了显著成就,并在促进自身利益增长方面发挥了更大作用。然而,在享受自身利益的同时,它们也面临着供应链中的各种风险。从系统工程的角度出发,本文以复杂网络理论为研究工具,对供应链网络进行研究,系统地探讨供应链网络风险的重要问题。本文分析了供应链中企业与供应商关系的新特点,以及从合作与发展的角度应选择哪些指标作为评估供应商的依据,这更全面地反映了供应链环境下新型企业 - 供应商关系的特点。这突出了对供应商合作能力和发展能力的评估。针对供应链网络系统识别与综合评价问题,提出了供应链安全评价模型和指标体系研究框架模型,并介绍了供应链网络评价中的企业间业务风险和供应链。作为一种评估过渡参数的模型,供应链风险传播研究引入了复杂网络中的动态传播理论、演化规律以及供应商的动态供应链风险模型。本文的实验结果表明,当全局声誉值为0.5,局部声誉值为0.8和0.7时,信任度随置信因子的变化而变化;当置信因子的值减小时,信任度越来越趋向于全局声誉,反之亦然。可见该模型具有较高的可行性。

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