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Real-Time Multi-agent Forecasting and Replenishment Solution for LEGOs Branded Retail Outlets

机译:乐高品牌零售店的实时多代理预测和补给解决方案

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摘要

The paper describes main features of a real-time forecasting and scheduling multi-agent solution designed for the LEGO Company. The design is based on Knowledge Genesis Group own multi-agent platform and technology, which provide real-time adaptive event-driven scheduling to replenish products to LEGO Branded Retail stores. The prototype system has been used to schedule 20 US-based LEGO retail outlets for a yearlong trial period and has achieved the following results:Reduction of lost sale from 40% to 16%; Increase in service level from 66% to 86%;Increase in profitability 56% to 81%. The results show a considerable potential value for full scale LEGO supply chain multi-agent solution which would be able to dynamically and adaptively re-schedule deliveries in real time.
机译:本文介绍了为LEGO Company设计的实时预测和调度多主体解决方案的主要功能。该设计基于Knowledge Genesis Group自己的多代理平台和技术,该平台和技术提供实时的自适应事件驱动的计划,以向乐高品牌零售商店补充产品。该原型系统已用于安排20家美国乐高零售商店进行为期一年的试用,并取得了以下成果:销售损失从40%减少到16%;服务水平从66%提高到86%;盈利能力从56%提高到81%。结果表明,完整的乐高供应链多代理解决方案具有巨大的潜在价值,该解决方案能够实时动态地自适应地重新安排交付时间。

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