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]0.9671640.9751840.9607520.950227
[48 × 48]0.9701170.9791070.9583250.953480
[52 × 52]0.9722490.9805960.9627130.958631
[32 × 32]0.9677410.9765670.9558510.951604
[32 × 32]0.9445700.9484100.9140600.907100
[32 × 32]0.9281470.9291630.8876340.887930
[32 × 32]0.8298360.759110.7458410.744105