节点文献
BP神经网络在毛织物风格评价中的应用研究
Application of artificial neural network in fabric handle assessment
【摘要】 评述了人工神经网络和织物风格评价的特点 ,提出人工神经网络在毛织物风格评价中的工作原理和网络构建方法。基于反向传播神经网络模型 (BP)建立了 3层网络系统用于处理织物风格信号。经过学习训练 ,系统具有较强的自适应预测能力
【Abstract】 The features of artificial neural networks and fabric handle assessment are commented on. The working principle of the networks in evaluating fabric handle and networks constructing method are put forward. Based on the Back-Propagation neural network model, a three-layer network system is established to process fabric handle signals. The experimental results show that BP neural network have strong capability of self-adaptive recognition.
【关键词】 人工神经网络;
毛织物;
织物风格;
应用实例;
【Key words】 artificial neural network; wool fabric; fabric handle assessment; example;
【Key words】 artificial neural network; wool fabric; fabric handle assessment; example;
- 【文献出处】 毛纺科技 ,Wool Textile Journal , 编辑部邮箱 ,2004年02期
- 【分类号】TS131.8
- 【被引频次】21
- 【下载频次】183