Application of Kriging Algorithm Based on ACFPSO in Geomagnetic Data Interpolation

Table 3

Test results with 10 dimensions and 100 iterations.

Test function	Index	PSO	CFPSO	ACFPSO
Sphere	Mean	0.1516	3.2353e − 04	3.3724e − 07
	Deviation	0.0727	4.4511e − 04	7.7252e − 07
	Time (s)	0.022765	0.020077	0.028838
Rastrigin	Mean	0.1706	2.3591e − 04	3.6331e − 07
	Deviation	0.0748	3.2564e − 04	7.2917e − 07
	Time (s)	0.018033	0.020819	0.026974
Griewangk	Mean	0.0200	6.2005e − 05	2.5018e − 07
	Deviation	0.0084	1.2158e − 04	6.2321e − 07
	Time (s)	0.020094	0.024233	0.024334