摘要
提出一种适用于控制的自适应神经元模型以及使用单个自适应神经元的智能控制方法,描述了神经元的学习策略和收敛性,给出了神经元系统控制学习算法及其学习控制机理证明.实例表明了这种新颖的智能控制方法简单可行的优点.
A model for the adaptive neuron suitable for control is developed. Using the single adaptive neuron, a new method for intelligent control is proposed. The strategy and convergence of the neuron learning are described. The control learning algorithm is presented and the mechanism of learning control is discussed. Such a novel intelligent control method is very simple. Its feasibility is illustrated with two examples. The remarkable advantages of neural control are described.
出处
《华中理工大学学报》
CSCD
北大核心
1993年第3期31-35,共5页
Journal of Huazhong University of Science and Technology
关键词
智能控制
自适应
神经元
学习策略
intelligent control
adaptive neuron
learning strategy
convergence
control learning algorithm
mechanism of learning control
