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Research on MAS-Based Supply Chain Resilience and Its Self-Organized Criticality

机译:基于MAS的供应链弹性及其自组织临界性研究

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摘要

Building resilient supply chain is an effective way to deal with uncertain risks. First, by analyzing the self-organization of supply chain, the supply chain resilience is described as a macroscopic property that generates from self-organizing behavior of each enterprise on the microlevel. Second, a MAS-based supply chain resilience model is established and its local fitness function, neighborhood structure, and interaction rules that are applicable to supply chain system are designed through viewing the enterprise as an agent. Finally, with the help of a case, we find that there is an agglomeration effect and a SOC characteristic in supply chain and the evolution of supply chain is controlled by parameters of MAS. Managers can control the supply chain within the resilient range and choose a good balance between interest and risk by controlling enterprises’ behavior.
机译:建筑弹性供应链是处理不确定风险的有效途径。首先,通过分析供应链的自组织,供应链弹性被描述为宏观性质,从微型电池上的每个企业的自组织行为产生。其次,建立了基于MAS的供应链恢复力模型,并通过将企业视为代理来设计了适用于供应链系统的本地健身功能,邻域结构和交互规则。最后,在案例的帮助下,我们发现存在凝聚效应,供应链中的SOC特性和供应链的演化由MA的参数控制。管理人员可以控制弹性范围内的供应链,并通过控制企业的行为在利息和风险之间选择良好的平衡。

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