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Agent Based Decision Support in Manufacturing Supply Chain

机译:制造供应链中基于代理的决策支持

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Supply Chain Management (SCM) is becoming increasingly complex and an intensified competition in the end-markets has started to create a situation where co-operation requirements between companies in a Supply Chain (SC) are increasing. The old mechanistic operations management solutions are becoming obsolete and advanced decision support is increasingly needed to realize efficient and effective management of complex SCs. The objective of this research is to contribute to the understanding of how Agent Based Modeling (ABM) can advance decision making and to discuss why ABM should be regarded as method to realize Information Fusion (IF). In this research work an agent based model of SCM has been implemented in a simulation platform to provide an approach for evaluation of decision and management alternatives. Research shows that this kind of decision support system is based on IF, since it collects and fuses information from different sources into a situation image that provides effective support for human decision making.
机译:供应链管理(SCM)变得越来越复杂,终端市场的激烈竞争已经开始造成供应链(SC)中公司之间的合作需求日益增加的情况。旧的机械操作管理解决方案已经过时,并且越来越需要高级决策支持来实现对复杂SC的高效管理。这项研究的目的是有助于理解基于代理的建模(ABM)如何促进决策制定,并讨论为什么应将ABM视为实现信息融合(IF)的方法。在这项研究工作中,已在仿真平台中实现了基于代理的SCM模型,以提供一种评估决策和管理选择的方法。研究表明,这种决策支持系统基于IF,因为它将各种不同来源的信息收集并融合到一个状态图像中,从而为人类决策提供有效的支持。

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