Table 3.
Performance comparisons of the networks for the model given in Figure 6.
| γ | Sensor Response | ANN Model Outputs | ||||
|---|---|---|---|---|---|---|
|
| ||||||
| LM | SCG | BFGS | BR | CGP | ||
| 0.7328 | 0.84 | 0.83269 | 0.83450 | 0.83705 | 0.87837 | 0.83797 |
| 0.4288 | 0.88 | 0.86355 | 0.86220 | 0.85763 | 0.87837 | 0.85642 |
| 0.2035 | 0.90 | 0.89983 | 0.90040 | 0.89922 | 0.87837 | 0.89999 |
| 0.1290 | 0.92 | 0.92003 | 0.91970 | 0.91939 | 0.87837 | 0.91948 |
| 0.0653 | 0.94 | 0.93748 | 0.92560 | 0.92164 | 0.87837 | 0.92300 |
|
| ||||||
| MSE | 0.04389 | 0.0738 | 0.1125 | 0.9929 | 0.1129 | |