摘要
针对创新性产品,提出并深入研究了零库存的概念,建立了适合企业生产及库存预测的电子商务供应链模型,实现产品的生命周期与零库存的无缝链接。设计并构造了变步长自构型神经网络,以零库存为期望值,对诸多非结构化、非线性数据进行整合、分析及预测,给出了零库存的整体解决方案。
The concept of zero inventory for creative products is put forward and deeply analyzed. A model of E-business supply chain suited for manufacture and anticipation of inventory is built, and a kind of seamless interlinks between products' lifecycle and zero inventory is realized. A variable step-length self-constructed neural network is designed and created on the chance of zero inventory. Many nonstructural and non-linear data are integrated, analyzed and forecasted, as well as a holistic solution of zero inventory is given.
关键词
电子商务
供应链
零库存
神经网络
创新性产品
zero inventory
E-business supply chain
self-construct neural network
creative product
