柔性生产网络中多智能体拍卖过程的优化

Felix Gehlhoff, Hamied Nabizada, A. Fay
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引用次数: 3

摘要

更短的产品生命周期和不断增加的产品复杂性是推动生产公司增加灵活性需求的重要趋势。解决这个问题的一种方法是建立灵活的生产网络,企业可以找到缺失的生产能力,并提供自己的生产能力。为了实现跨公司边界和软件平台的连接,提出了一种基于OPC UA标准的基于代理的通信方法。本文还提出了一个优化概念,通过应用一个学习算法和一种计算最优利润的方法,该方法被封装在一个优化代理中,可以增加公司的利益,即利润。
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Optimization of multi-agent auctioning processes in flexible production networks
Shorter product lifecycles and increasing product complexity are important trends that drive the need for increased flexibility of production companies. One way to cope with this problem is to engage in flexible production networks where companies can find missing production capabilities and offer their own ones. To enable this connection across company borders and software platforms, an agent-based communication approach is proposed that is based on the OPC UA standard. This paper also develops an optimization concept that can increase a company’s benefits, i.e. profits, by applying a learning algorithm as well as an approach to calculate optimal margins, which is encapsulated in an optimization agent.
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