Research Article

Comparison of Bioinspired Techniques for Tracking Maximum Power under Variable Environmental Conditions

Table 5

Parameters set for ABC, PSO, GA, and JFO-based optimization techniques [14, 19, 23, 25, 45].

ParametersSymbolsABCPSOGAJFO

DimensionD2222
Lower limit0, 00, 00, 00, 0
Upper limit (STC and diff. irradiation, case 1)116, 7.348116, 7.348116, 7.348116, 7.348
Upper limit (PSC case 1)126.4, 3.071126.4, 3.071126.4, 3.071126.4, 3.071
Upper limit (STC, diff. irradiation, case 2)123.2, 7.96123.2, 7.96123.2, 7.96123.2, 7.96
Upper limit (PSC, case 2)131.8, 3.22131.8, 3.22131.8, 3.22131.8, 3.22
Number of populationsNpop8888
Maximum iterationsIteMax100100100100
Coefficient position updateλ[−1, 1]
Selection probabilityφ0.5
Cognitive acceleration factor1.5
Social acceleration factor1.5
Inertia weightW0.4
Mutation rate (uniform)0.1
Cross-over probability0.9
Selection rateS0.1
Time control function0.5
Logistic chaotic constantα4.0
Motion coefficientγ0.1
Distribution coefficientβ3