Research Article
Performance Simulation of Identification System Based on Improved Neural Network Algorithm
Table 1
Comparison of six-step prediction of Mackey-Glass chaotic time series by different methods.
| Method of prediction | Root mean square error |
| Standard BP network algorithm | 0.0978 | Improved algorithm for additional momentum | 0.0972 | Improved algorithm for adaptive adjustment of parameters | 0.0970 | Elastic BP algorithm | 0.0956 | Improved algorithm of conjugate gradient | 0.0953 | LM improved algorithm | 0.0486 | RBF network algorithm | 0.0194 | DE optimized BP neural network | 0.0265 | ANFIS | 0.0032 | D-FNN | 0.0078 |
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