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Classification and Review of Multi-Agents Systems in the Manufacturing Section

机译:制造部中多种代理系统的分类和审查

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Current technology and especially Artificial Intelligence effectively increase productivity and take cost out of operations in the Manufacturing sector. One of the main representatives of information technology in the industrial applications are agents. This paper suggests a way to a) categorize multi-agent systems according to the coordination mode among agents and b) classify agents that take action on them, depending on their functions It examines the main approaches of multi-agent architectures, according to their coordination way. The main coordination types are: a) centralized multi-agent coordination (or coordinator agents), in which one central agent undertakes the collection of partial plans from agents, combines them in a plan and solves possible conflicts and b) decentralized multi-agent coordination (or autonomous agents), in which agents are not controlled by a central agent although they communicate with each other for the creation of their plans and the solution of possible arguments. Although there are several aspects that we can consider in order to classify CAD, CAPP and CAM multi-agent systems, this review develops a classification scheme, based on interaction characteristics.
机译:目前的技术尤其是人工智能有效提高生产力,并在制造业的运营中取得成本。工业应用中信息技术的主要代表之一是代理商。本文提出了一种方式,根据代理商之间的协调模式对多种代理系统进行分类,根据其协调,根据其功能对其采取行动的分类代理进行分类代理,这是根据其协调来检查多功能架构的主要方法道路。主要协调类型是:a)集中式多代理协调(或协调员代理),其中一个中央代理商承担从代理商的部分计划的收集,将它们结合在计划中,并解决可能的冲突和B)分散的多助理协调(或自主代理),其中代理人不受中央代理控制,尽管它们彼此沟通以进行创建计划和可能的参数的解决方案。虽然有几个方面,我们可以考虑进行分类CAD,CAPP和CAM多代理系统,但该审查基于交互特征开发了分类方案。

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