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

Table 6

Comparison results of different optimization algorithms.

Algorithm	MAD	MSE	RMSE	Time (s)	ACC	F1
WOA	0.0244	0.00118	0.0343	124	0.956	0.889
AGA	0.0292	0.00171	0.0413	211	0.952	0.816
PSO	0.0259	0.00141	0.0375	116	0.957	0.911
PSO-AGA	0.0242	0.00104	0.0323	374	0.958	0.931