Log-Linear Model Based Behavior Selection Method for Artificial Fish Swarm Algorithm

Table 4

The testing performance comparison among of AFSA, AFSA + PIB, and AFSA + PEB.

Algorithm	AFSA		AFSA + PIB		AFSA + PEB
	Mean	Time (s)	Mean	Time (s)	Mean	Time (s)
Sphere	0.017	3.02	0.036	1.49	0.013	4.59
Rastrigin	42.7	3.52	45.3	1.55	22.3	4.58
Griewank	24.56	2.21	26.25	1.33	18.63	3.51
Ackley	0.25	3.93	0.33	1.96	0.16	5.19
Shaffer	0.0097	1.79	0.051	1.38	0	3.22