Detection of Weak Pulse Signal in Chaotic Noise Based on Improved Brain Emotional Learning Model and PSO-AGA

Table 3

Comparison results of different optimization algorithms.

Algorithm	MAD	MSE	RMSE	Time (s)	ACC	F1
WOA	0.0065	0.00013	0.0115	218	0.992	0.733
AGA	0.0135	0.00029	0.0173	302	0.990	0.451
PSO	0.0071	0.00014	0.0119	198	0.997	0.878
PSO-AGA	0.0022		0.0029	410	0.999	0.984