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DECISION SUPPORT MODEL AND SYSTEM FOR NEW PRODUCTDEVELOPMENT

机译:新产品开发的决策支持模型和系统

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摘要

In today’s constantly changing market, the product design becomes a knowledge intensive activity andunstructured decision-making process. And new product development (NPD) has been known as one of the riskiestactivities of business enterprises. Based on the analyzing of related work about NPD, a comprehensive decision-makinghierarchy model of NPD is explored in the paper, which includes enterprise model, product model and market model.And considering increasing complexity of market environment, diversity of enterprise and product type for NPD,multiple neural network (MNN) is proposed to support NPD decision-making, the MNN structure of NPDdecision-making is described and the corresponding evaluation index system is listed. Finally, an optimization decisionsupport system with hybrid intelligence combined by human and machine intelligence is discussed.
机译:在当今瞬息万变的市场中,产品设计已成为一项知识密集型活动, 非结构化的决策过程。新产品开发(NPD)被认为是风险最高的产品之一 商业企业的活动。在分析有关NPD的相关工作的基础上,进行综合决策 本文探讨了NPD的层次模型,包括企业模型,产品模型和市场模型。 考虑到NPD的市场环境日益复杂,企业和产品类型的多样性, 提出了多重神经网络(MNN)来支持NPD决策,NPD的MNN结构 描述了决策,并列出了相应的评估指标体系。最后,一个优化决策 讨论了由人和机器智能相结合的混合智能支持系统。

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