Research Article
Robust Kernel Clustering Algorithm for Nonlinear System Identification
Table 3
Comparison results with SNR = 10 dB.
| Algorithms | Number of rules | MSE (10−4) | VAF (%) |
| FCM | 2 | 9.8397 | 98.0345 | GK | 2 | 9.8831 | 98.0303 | KFCM | 2 | 9.9492 | 98.0289 | PFCM | 2 | 9.8313 | 98.0362 | RKPFCM | 2 | 8.5158 | 98.1628 | RKPFCM-PSO | 2 | 8.5149 | 98.1637 |
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