| 一类神经网络非线性系统模型参考自适应控制 |
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| 引用本文： | 张绍德. 一类神经网络非线性系统模型参考自适应控制[J]. 华中科技大学学报(自然科学版), 2000, 28(4): 77-79 |
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| 作者姓名： | 张绍德 |
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| 作者单位： | 华东冶金学院自动化系 |
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| 基金项目： | 安徽省自然科学基金资助项目!( 99J1 0 1 68) |
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| 摘 要： | 针对一类非线性系统 ,提出了一种神经网络模型参考自适应控制方案 .用GA离线辨识网络NNM ,在此基础上用BP算法在线训练控制器网络NNC .仿真结果验证了此控制方案的有效性 .
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| 关 键 词： | 逆模型 参考模型 遗传算法 BP算法 |
| 修稿时间： | 1999-09-10 |
A Model for Reference Adaptive Nonlinear Control System Based on Neural Networks |
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| Zhang Shaode. A Model for Reference Adaptive Nonlinear Control System Based on Neural Networks[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 2000, 28(4): 77-79 |
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| Authors: | Zhang Shaode |
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| Affiliation: | Zhang Shaode |
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| Abstract: | In this paper, aimed at unknown nonlinear system, an model for reference adaptive control scheme is proposed based on neural networks. The neural networks NNM and NNC used for identifier and controller is trained off line using Genetic Algorithm, and on line using BP Algorithm, respectively. The simulation results show the effectiveness of the scheme. |
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| Keywords: | inverse model reference model genetic algorithm (GA) BP algorithm |
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