| 模糊神经网络的非线性辨识理论及应用 |
| |
| 引用本文： | 董斌,王洪水.模糊神经网络的非线性辨识理论及应用[J].上海交通大学学报,1996,30(12):117-123. |
| |
| 作者姓名： | 董斌 王洪水 |
| |
| 作者单位： | 上海交通大学自动化系，上海宝山钢铁集团公司自动化所 |
| |
| 摘 要： | 论述了模糊系统和神经网络相结合的非线性系统辨识理论．通过分析模糊系统规则之间的隐含关系，给出具有非线性模糊关系的模糊神经网络非线性系统辨识方法，并用仿真方法进行了验证．最后讨论了网络的稳定性和收敛性．
|
| 关 键 词： | 模糊系统 神经网络 非线性模糊关系 非线性系统辨识 |
Theory and Application of Nonlinear System Identifying with Fuzzy Neural Networks |
| |
| Dong Bin, Li Hao, Shao Huihe.Theory and Application of Nonlinear System Identifying with Fuzzy Neural Networks[J].Journal of Shanghai Jiaotong University,1996,30(12):117-123. |
| |
| Authors: | Dong Bin Li Hao Shao Huihe |
| |
| Abstract: | The theory of fuzzy neural network(FNN) modeling for nonlinear systems is presented. The combination of the strength of fuzzy logic in neural networks is discussed and an example and its simulation are presented. Through analyzing the relations of fuzzy system rules a generalized identifying fuzzy system method by FNN with nolinear fuzzy relations is given and verified by the simulation. |
| |
| Keywords: | fuzzy systems neural networks nonlinear fuzzy relation nonlinear system |
| 本文献已被 CNKI 维普 等数据库收录！ |
