Research Article

Robust Kernel Clustering Algorithm for Nonlinear System Identification

Table 6

10 dB Noise.

AlgorithmsRMSE-trnRMSE-testNumber of rules

FCM [16]0.34530.71504
GK [16]0.33300.34894
FMI [16]0.39560.44164
FCRM [16]0.33120.36944
MFCRM-NC [16]0.32330.34654
RKPFCM0.31990.34054
RKPFCM-PSO0.31860.33844