Table 6 Comparative performance analysis of control parameter combinations.
Control group | GP | GI | Max displacement σ (A) | Max displacement σ (B) | A/B synchronization (correlation coefficient) | ML sensitivity rank | Stability classification | Overall evaluation |
|---|---|---|---|---|---|---|---|---|
Group 1 (No Control) | 0.0 | 0.000 | 0.282 | 0.287 | 0.798 | Not Important | Outlying | Highly Oscillatory, Unstable |
Group 2 | 0.5 | 0.005 | 0.231 | 0.226 | 0.546 | Secondary | Warning | Some Stabilization Observed |
Group 3 | 1.0 | 0.010 | 0.183 | 0.215 | 0.424 | DA2,DB2 | Stable | Balanced Performance in Stability and Prediction Accuracy |
Group 4 | 2.0 | 0.020 | 0.124 | 0.141 | 0.415 | Only DA3 (Highest Sensitivity) | Stable | Most Stable, but Reduced Synchronization |
