A New Optimized GA-RBF Neural Network Algorithm

Table 1

The comparison of the performance of each algorithm for waveform database.

Neural networks algorithm	Traditional RBF	GA-RBF	GA-RBF-L
Training success rate, %	86	100	100
Training error	0.22	0.36	0.29
Test error	1.78	1.97	1.61
Number of hidden neurons	44	28	28
Operation time, s	1.21	1.62
Classification accuracy, %	89	87	97