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Structural Self-organized Holonic Multi-Agent Manufacturing Systems

机译:结构自组织的全息多代理制造系统

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Worldwide systems are increasingly growing into unprecedented complexity levels. This increase of system complexity has to be tackled with new control approaches, where decentralization is playing an important role and particularly the Multi-Agent Systems and Holonic Systems. Despite the benefits of this distribution, new problems arise such as the need for entities coordination. This paper proposes an innovative holonic multi-agent system architecture, named ADACOR2, which sets foundation on the already proved ADACOR architecture. This new control architecture is empowered by a two vector self-organization, called behavioural and structural self-organization. This paper describes the structural self-organization vector, particularizing the need for embedding in it learning techniques and nervousness stabilizer. A futuristic test bed, inspired in a real flexible-manufacturing system, is used to demonstrate the benefits of this vector in the architecture.
机译:全球系统正日益增长到前所未有的复杂性水平。系统复杂性的增加必须通过新的控制方法来解决,其中分散化起着重要作用,尤其是多代理系统和Holonic系统。尽管这种分配有好处,但仍出现新问题,例如需要实体协调。本文提出了一种创新的整体式多智能体系统架构ADACOR2,该架构为已经证明的ADACOR架构奠定了基础。这种新的控制体系结构由两个向量自组织(称为行为和结构自组织)授权。本文描述了结构自组织向量,特别指出了将其嵌入学习技术和神经稳定剂的必要性。在真实的柔性制造系统的启发下,一个未来派的测试台被用于证明该矢量在体系结构中的优势。

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