Research Article
Improving Artificial Bee Colony Algorithm Using a Dynamic Reduction Strategy for Dimension Perturbation
Table 6
Results of different ABC algorithms with the dynamic reduction strategy.
| | Functions | GABC | DR-GABC | MABC | DR-MABC | ABCVSS | DR-ABCVSS | | Mean | Mean | Mean | Mean | Mean | Mean |
| | f1 | 4.61E-16 | 6.04E-42 | 3.11E-40 | 6.52E-47 | 8.40E-32 | 2.54E-52 | | f2 | 1.59E-15 | 2.45E-24 | 1.45E-21 | 4.96E-28 | 6.46E-18 | 5.82E-31 | | f3 | 6.41E+03 | 1.85E+03 | 9.71E+03 | 3.02E+03 | 7.98E+03 | 9.21E+02 | | f4 | 1.57E+01 | 2.48E-01 | 4.81E+00 | 7.34E-02 | 2.18E+01 | 9.92E-02 | | f5 | 1.68E-01 | 2.57E+01 | 7.86E-01 | 2.44E+01 | 2.49E+01 | 2.38E+01 | | f6 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | | f7 | 7.61E-02 | 3.23E-02 | 3.87E-02 | 6.89E-03 | 7.48E-02 | 1.59E-02 | | f8 | -12569.5 | -12569.5 | -12569.5 | -12569.5 | -12569.5 | -12569.5 | | f9 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | | f10 | 3.61E-14 | 1.84E-14 | 3.26E-14 | 1.48E-14 | 4.68E-14 | 1.48E-14 | | f11 | 1.94E-13 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 1.58E-11 | 0.00E+00 | | f12 | 5.54E-16 | 3.02E-17 | 3.02E-17 | 3.02E-17 | 3.02E-17 | 3.02E-17 |
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