Research Article
Improving Artificial Bee Colony Algorithm Using a Dynamic Reduction Strategy for Dimension Perturbation
Table 3
Results of DR-ABC under different
.
| | Functions | DR-ABC (λ=1.0) | DR-ABC (λ=1/2) | DR-ABC (λ=1/3) | DR-ABC (λ=1/5) | DR-ABC (λ=1/10) | DR-ABC (λ=1/20) | ABC | | Mean | Mean | Mean | Mean | Mean | Mean | Mean |
| | f1 | 3.42E-17 | 3.84E-21 | 4.06E-21 | 3.42E-20 | 2.34E-18 | 4.25E-17 | 9.48E-16 | | f2 | 1.59E-12 | 7.09E-14 | 1.44E-13 | 6.65E-13 | 1.76E-11 | 6.79E-11 | 1.89E-10 | | f3 | 9.51E+03 | 9.24E+03 | 8.44E+03 | 4.75E+03 | 4.80E+03 | 5.90E+03 | 1.01E+04 | | f4 | 1.53E+01 | 1.68E+01 | 1.74E+01 | 1.66E+01 | 2.49E+01 | 2.98E+01 | 3.13E+01 | | f5 | 2.65E+01 | 2.28E+01 | 1.87E+01 | 5.68E+00 | 8.61E-02 | 3.98E-01 | 1.47E+00 | | f6 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | | f7 | 8.65E-02 | 8.75E-02 | 9.08E-02 | 7.45E-02 | 1.48E-01 | 1.68E-01 | 2.05E-01 | | f8 | -11347.8 | -12184.8 | -12503.9 | -12569.5 | -12569.5 | -12569.5 | -12450.7 | | f9 | 1.21E+01 | 4.07E+00 | 2.06E-05 | 3.44E-08 | 5.01E-12 | 5.77E-13 | 3.73E-14 | | f10 | 8.43E-10 | 5.94E-11 | 6.39E-11 | 5.82E-11 | 3.81E-10 | 6.29E-10 | 1.26E-09 | | f11 | 4.37E-14 | 2.23E-15 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 1.67E-15 | 4.78E-13 | | f12 | 7.73E-06 | 1.47E-15 | 3.25E-17 | 3.02E-17 | 3.02E-17 | 3.06E-17 | 8.79E-16 |
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