摘要
人工神经网络已在各个领域得到广泛的应用 ,尤其是在智能系统中的非线性建模及其控制器的设计、模式分类与模式识别、联想记忆和优化计算等方面更是得到人们的极大关注 .本文从网络在智能系统中建模及控制器设计的具体训练结构入手 ,详细介绍了 BP网络在系统控制中的典型应用方式 ,并根据不同网络所具有的功能 ,从性能对比的角度对人工神经网络在上述各方面的应用给予综述 .
The artificial neural networks have been widely used in very kinds of areas, especially they are paid great attention to the applications in intelligent system of nonlinear modeling, design of controller, pattern classification and recognition, association memory and optimal calculation. A survey of neural networks from identifications and controller design to the different system structures in system control are given, including feature comparisons between their functions.
出处
《信息与控制》
CSCD
北大核心
2001年第2期97-103,共7页
Information and Control
基金
中科院盈科优秀青年学者奖资助项目
关键词
人工神经网络
模式分类
模式识别
联想记忆
智能系统
单层感知器
逆模型
artificial neural networks, nonlinear system modeling and control, pattern classification and recognition, optimal calculation, association memory
