节点文献
人工神经网络在系统控制和建模中的应用综述
Summary of Artificial Neural Networks’ Application in Control and Modeling
【Author】 ZHANG Hai-tao CHEN Zong-hai XIANG Wei (Department of Automation,University of Science and Technology of China,Hefei,230027,P.R.China)
【机构】 中国科学技术大学自动化系;
【摘要】 对人工神经网络(ANN)在系统控制与建模中的应用进行了综述。首先论述了控制中引入ANN的必要性,然后简介了ANN的发展史以及神经元的构造、ANN的分类和学习规则。接着,给出了几种在系统控制和建模中常用的ANN,并介绍了ANN控制系统的几种典型结构。最后指出了ANN控制所面临的问题和可能的发展方向。
【Abstract】 This paper gives a brief introduction of applying artificial neuron network(ANN) to system control and modeling.First,the necessity of inducting ANN to automatic control is discussed.Then,the development of ANN,the structure of the artificial neuron,the classification and the learning rules of ANN are given.After that,several kinds of ANN which are often used in system control and modeling are offered,and some typical structures of ANN control system are also given.In the last,some problems ANN control is facing are mentioned and the research directions in the future are put forward.
【Key words】 Artificial neural network(ANN); Fuzzy system; Chaos system; Predictive control;
- 【会议录名称】 ’2003系统仿真技术及其应用学术交流会论文集
- 【会议名称】’2003系统仿真技术及其应用学术交流会
- 【会议时间】2003-07-01
- 【会议地点】中国安徽合肥
- 【分类号】TP183;TP13;N945.12
- 【主办单位】中国自动化学会系统仿真专业委员会、中国系统仿真学会仿真计算机与软件专业委员会