Research Article
Eigen Solution of Neural Networks and Its Application in Prediction and Analysis of Controller Parameters of Grinding Robot in Complex Environments
Table 1
Average accuracies of predicted results with multioutput.
| Average accuracy | (mm/s) | (m/s) | (μm) | (mm) |
| [32 × 32] | 0.967164 | 0.975184 | 0.960752 | 0.950227 | [48 × 48] | 0.970117 | 0.979107 | 0.958325 | 0.953480 | [52 × 52] | 0.972249 | 0.980596 | 0.962713 | 0.958631 | [32 × 32] | 0.967741 | 0.976567 | 0.955851 | 0.951604 | [32 × 32] | 0.944570 | 0.948410 | 0.914060 | 0.907100 | [32 × 32] | 0.928147 | 0.929163 | 0.887634 | 0.887930 | [32 × 32] | 0.829836 | 0.75911 | 0.745841 | 0.744105 |
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