基于多智能体系统的网状供应链模型与动力学

Lei Zhang, Yi-jun Li, Yaoxuan Xu
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引用次数: 3

摘要

从本质上讲,供应链是一个动态的复杂系统,是由众多具有独立决策能力的实体组成的。传统的链形、放射形等模型已经不适合这种复杂的环境。本文建立了一个基于多智能体的网状供应链模型,很好地描述了供应链中存在于供需关系中的货流、资金流和信息流、企业集团和虚拟工厂之间的关系。本文以双智能体系统为例,通过李雅普诺夫指数、功率谱和相关维数的计算与仿真,研究了供应链中的混沌问题,并开创了其在柔性生产中的应用前景研究,为供应链管理提供了新的启发性见解
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A model and dynamics for reticulated supply chain based on multi-agent system
In essence, supply chain is a dynamic complex system that is composed of a multiplicity of entities with independent decision-making ability. Traditional models, such as chain-shaped, radial-shaped and so on, are not fit for this complex setting any more. This paper models a multi-agent based reticulated supply chain, which well describes the relationship among the goods flow, capital flow and information flow exiting in the supply-demand, enterprise groups and virtual factories which are the elements of supply chain. Taking a two-agent system for example, this paper studies the chaos in supply chain through calculation and simulation of Lyapunov exponent, power spectrum and correlation dimension, and also pioneers the study of its application prospect in flexible production, providing a new illuminating insight into supply chain management
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