STATCOM Estimation Using Back-Propagation, PSO, Shuffled Frog Leap Algorithm, and Genetic Algorithm Based Neural Networks

Table 4

MSE in reactive power estimation.

	Back-Propagation	PSO	SFLA	GA
1	0.009706	0.007413	0.004553	0.040481
5	0.005537	0.003064	0.002702	0.004669
10	0.00643	0.005783	0.004836	0.015066
15	0.006869	0.001567	0.000667	0.004621
20	0.00576	0.001045	0.000894	0.001944
25	0.00562	0.007867	0.001253	0.048621
30	0.006889	0.002816	0.000889	0.014558
40	0.002592	0.002344	0.00182	0.015827
50	0.00579	0.003539	0.002045	0.029956
60	0.004101	0.010924	0.000926	0.071632