Application of Kriging Algorithm Based on ACFPSO in Geomagnetic Data Interpolation

Table 5

Test results with 10 dimensions and 500 iterations.

Test function	Index	PSO	CFPSO	ACFPSO
Sphere	Mean	0.00375	2.39e − 25	1.53e − 35
	Deviation	0.00259	1.31e − 24	4.46e − 35
	Time (s)	0.2457	0.1154	0.1175
Rastrigin	Mean	0.00225	1.77e − 16	0
	Deviation	0.00152	7.15e − 16	0
	Time (s)	0.2375	0.1191	0.1113
Griewangk	Mean	0.00928	7.40e − 18	0
	Deviation	0.00429	4.05e − 17	0
	Time (s)	0.2391	0.1157	0.1183