A Novel PSO Model Based on Simulating Human Social Communication Behavior

Table 5

Means after 6×10⁴ function evaluations for the rotated test functions.

Algorithm	f 7	f 8	f 9	f 10
CF-LPSO	9.0528𝑒+000±	9.3130𝑒−001±	4.5769𝑒+001±	3.7000𝑒+001±
	1.2314𝑒+000	2.1345𝑒−001	2.7804𝑒+001	2.1456𝑒+001
CF-GPSO	3.4452𝑒+000±	3.3445𝑒+000±	1.1243𝑒+002±	8.7012𝑒+001±
	2.1423𝑒+000	6.4321𝑒+000	2.0041𝑒+002	2.0098𝑒+001
FDR-PSO	4.4461𝑒+000±	2.4083𝑒+000±	8.0591𝑒+001±	6.1231𝑒+001±
	3.5623𝑒+000	3.7854𝑒+000	3.0971𝑒+001	3.0981𝑒+001
FIPS	1.1432𝑒+001±	2.2201𝑒+000±	1.2506𝑒+002±	1.3650𝑒+002±
	4.6785𝑒+001	9.1232𝑒+000	6.3210𝑒+002	2.0981𝑒+002
CPSO	1.4112𝑒+001±	1.7780𝑒+000±	1.0149𝑒+002±	9.400𝑒+001±
	3.5621𝑒+001	1.4563𝑒+000	2.0012𝑒+002	4.0561𝑒+001
CLPSO	𝟓.𝟐𝟏𝟗𝟎𝐞−𝟎𝟎𝟏±	𝟒.𝟔𝟏𝟎𝟗𝐞−𝟎𝟎𝟒±	4.9697𝑒+001±	5.4287𝑒+001±
	𝟑.𝟒𝟓𝟏𝟐𝐞−𝟎𝟎𝟏	𝟕.𝟓𝟒𝟑𝟏𝐞−𝟎𝟎𝟒	5.7821𝑒+001	1.0975𝑒+001
HSCPSO	3.3121𝑒+000±	1.1219𝑒−003±	𝟑.𝟓𝟖𝟐𝟒𝐞+𝟎𝟎𝟏±	𝟏.𝟕𝟗𝟎𝟑𝐞+𝟎𝟎𝟏±
	2.1457𝑒+000	3.8712𝑒−003	𝟔.𝟏𝟎𝟐𝟑𝐞+𝟎𝟎𝟏	𝟏.𝟑𝟐𝟗𝟒𝐞+𝟎𝟎𝟏
Result	0	0	1	1