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An agent-based methodology for manufacturing decision making: a textile case study

机译:基于代理的制造决策方法论:纺织品案例研究

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Decentralised decision making and real-time response to the unforeseen changes, often taking place in both the manufacturing and market environments, are two important factors that affect the flexibility, required for a production chain to follow demand. This article describes an agent-based methodology, for addressing both real-time and decentralised manufacturing decision-making challenges. At the manufacturing levels of production and processes, the agents employ a mechanism to generate local alternatives as well as a message exchange procedure to build decision trees, which are traversed and evaluated via user-defined objective functions. The generic structure used in the approach allows in a wide range the application of production system configurations. The real-time information, required for monitoring the system status and for generating valid alternatives, is obtained through integration with the existing information systems. An application to the textile industry is presented and discussed.View full textDownload full textKeywordsagent-based systems, decision support systems, schedulingRelated var addthis_config = { ui_cobrand: "Taylor & Francis Online", services_compact: "citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,more", pubid: "ra-4dff56cd6bb1830b" }; Add to shortlist Link Permalink http://dx.doi.org/10.1080/0951192X.2011.637963
机译:在制造和市场环境中经常发生的分散决策和对意外变化的实时响应是影响生产链顺应需求所需的灵活性的两个重要因素。本文介绍了一种基于代理的方法,用于解决实时和分散式制造决策难题。在生产和过程的制造级别上,代理采用一种机制来生成本地替代方案,并使用消息交换过程来构建决策树,这些决策树将通过用户定义的目标函数进行遍历和评估。该方法中使用的通用结构允许在广泛范围内应用生产系统配置。通过与现有信息系统集成,可以获得监视系统状态和生成有效替代方案所需的实时信息。提出并讨论了在纺织工业上的应用。查看全文下载全文基于关键字代理的系统,决策支持系统,调度,linkedin,facebook,stumbleupon,digg,google,更多”,发布号:“ ra-4dff56cd6bb1830b”};添加到候选列表链接永久链接http://dx.doi.org/10.1080/0951192X.2011.637963

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