A Novel PSO Model Based on Simulating Human Social Communication Behavior

Table 4

Means after 3×10⁴ function evaluations for the unrotated test functions.

Algorithm	𝑓1	𝑓2	𝑓3	𝑓4	𝑓5	𝑓6
CF-LPSO	4.1167𝑒−045	2.5761𝑒+001	3.5339𝑒−004	1.2321𝑒−002	4.2783𝑒+001	7.0021𝑒+000
	±2.340𝑒−045	±3.1156𝑒+001	±6.1254𝑒−004	±6.2135𝑒−002	±3.5631𝑒+001	±1.2031𝑒+000
CF-GPSO	𝟕.𝟏𝟔𝟏𝟗𝐞−𝟎𝟕𝟐	2.2596𝑒+001	1.3404𝑒+000	7.7928𝑒−001	4.5768𝑒+001	5.0004𝑒+000
	±𝟏.𝟑𝟒𝟐𝐞−𝟎𝟕𝟐	±4.7652𝑒+001	±7.8543𝑒+000	±3.7452𝑒−001	±6.3256𝑒+001	±2.0128𝑒+000
FDR-PSO	4.2434𝑒−021	2.5387𝑒+001	3.6685𝑒−008	5.1549𝑒−002	4.7758𝑒+001	3.0011𝑒+000
	±1.096𝑒−021	±2.0341𝑒+001	±5.3412𝑒−008	±7.1321𝑒−002	±3.6134𝑒+001	±3.2863𝑒+000
FIPS	2.6302𝑒−013	2.9948𝑒+001	1.8719𝑒+000	1.0885𝑒+000	1.4509𝑒+002	6.9801𝑒+000
	±2.431𝑒−013	±2.0987𝑒+001	±6.9432𝑒+000	±4.8312𝑒+000	±2.6753𝑒+002	±2.1109𝑒+000
CPSO	3.6684𝑒−006	6.3901𝑒+000	3.6273𝑒−002	8.0047𝑒−002	3.3829𝑒+001	3.0242𝑒+000
	±3.1233𝑒−006	±1.0245𝑒+000	±2.8965𝑒−002	±3.8901𝑒−002	±2.7953𝑒+001	±1.9023𝑒+000
CLPSO	8.2953𝑒−013	7.2600𝑒+001	1.5160𝑒+000	1.1316𝑒−002	1.2702𝑒+001	8.1642𝑒−003
	±2.6712𝑒−013	±2.1456𝑒+001	±1.1463𝑒+000	±1.0932𝑒−002	±1.6954𝑒+001	±3.9206𝑒−003
HSCPSO	2.3335𝑒−012	𝟐.𝟒𝟔𝟖𝟐𝐞−𝟎𝟎𝟏	𝟏.𝟑𝟑𝟐𝟑𝐞−𝟎𝟏𝟒	𝟕.𝟑𝟐𝟕𝟓𝐞−𝟎𝟏𝟓	𝟕.𝟐𝟒𝟕𝟗𝐞−𝟎𝟎𝟑	𝟏.𝟑𝟒𝟖𝟖𝐞−𝟎𝟎𝟓
	±3.9123𝑒−012	±𝟏.𝟔𝟑𝟐𝟒𝐞−𝟎𝟎𝟏	±𝟕.𝟗𝟖𝟓𝟒𝐞−𝟎𝟏𝟒	±𝟑.𝟎𝟒𝟓𝟏𝐞−𝟎𝟏𝟓	±𝟑.𝟒𝟓𝟐𝟏𝐞−𝟎𝟎𝟑	±𝟏.𝟎𝟎𝟐𝟖𝐞−𝟎𝟎𝟓
Result	0	1	1	1	1	1