Research Article
SFDE: Shuffled Frog-Leaping Differential Evolution and Its Application on Cognitive Radio Throughput
Table 2
Experimental data of various DE algorithms on the test functions (30d).
| | Func. | Rate | SFDE | EPSDE | MDE | CODE | MDESELF |
| | Avg. | 5.47E+00 | 2.00E+01 | 2.07E+01 | 2.00E+01 | 2.00E+01 | | S.D. | 2.12E-12 | 1.29E-01 | 3.37E-02 | 6.49E-03 | 2.53E-02 | | Avg. | -2.25E+01 | -2.41E+01 | -1.31E+01 | -2.78E+01 | -2.36E+01 | | S.D. | 4.99E-01 | 5.81E-01 | 4.29E-01 | 1.10E-02 | 1.43E-01 | | Avg. | 4.16E-31 | 1.94E+03 | 1.38E-07 | 4.42E+01 | 3.59E-07 | | S.D. | 7.16E-31 | 1.18E+03 | 1.04E-07 | 8.34E+00 | 6.22E-07 | | Avg. | 4.76E-21 | 2.93E-01 | 2.99E-03 | 3.26E+01 | 3.72E-02 | | S.D. | 1.06E-20 | 2.00E-01 | 8.92E-04 | 7.04E+00 | 4.82E-02 | | Avg. | 1.20E+01 | 1.63E+01 | 5.30E-07 | 1.19E+01 | 1.51E+01 | | S.D. | 1.14E+00 | 2.76E+00 | 5.52E-07 | 6.98E-01 | 5.80E+00 | | Avg. | 9.98E-94 | 3.73E-17 | 3.01E-25 | 1.18E-10 | 9.42E-24 | | S.D. | 1.60E-93 | 6.03E-17 | 2.89E-25 | 1.18E-10 | 1.63E-23 | | Avg. | 5.47E+03 | 5.13E+03 | 7.22E+03 | 4.08E+03 | 4.52E+03 | | S.D. | 3.14E+02 | 2.21E+02 | 3.25E+02 | 3.52E+02 | 1.88E+02 | | Avg. | 5.34E-24 | 4.92E+01 | 1.63E-06 | 6.86E+01 | 3.95E-11 | | S.D. | 9.22E-24 | 4.42E+01 | 1.96E-06 | 4.96E+00 | 6.07E-11 | | Avg. | 0.00E+00 | 1.65E+01 | 1.66E+02 | 5.71E-06 | 3.19E+01 | | S.D. | 0.00E+00 | 1.07E+01 | 1.05E+01 | 5.46E-06 | 5.06E+00 | | Avg. | 3.80E+00 | 5.06E-02 | 2.60E+00 | 2.66E-01 | 1.72E-02 | | S.D. | 5.34E+00 | 2.17E-02 | 5.80E+00 | 3.67E-01 | 1.76E-02 | | Avg. | 0.00E+00 | 0.00E+00 | 0.00E+00 | 1.10E-11 | 0.00E+00 | | S.D. | 0.00E+00 | 0.00E+00 | 0.00E+00 | 7.40E-12 | 0.00E+00 | | Avg. | -1.26E+04 | -1.26E+04 | -1.26E+04 | -1.26E+04 | -1.17E+04 | | S.D. | 1.47E-11 | 1.86E-05 | 0.00E+00 | 1.58E-12 | 1.99E+02 | | Avg. | 0.00E+00 | 2.31E+01 | 1.64E+02 | 3.44E-06 | 3.33E+01 | | S.D. | 0.00E+00 | 1.30E+01 | 8.78E+00 | 2.37E-06 | 4.99E+00 | | Avg. | 0.00E+00 | 3.47E-58 | 1.74E-86 | 5.11E-47 | 8.08E-67 | | S.D. | 0.00E+00 | 7.75E-58 | 3.80E-86 | 8.83E-47 | 1.81E-66 | | Avg. | -1.87E+02 | -1.87E+02 | -1.87E+02 | -1.87E+02 | -1.87E+02 | | S.D. | 0.00E+00 | 4.02E-14 | 0.00E+00 | 0.00E+00 | 2.20E-07 | | Avg. | 4.83E-21 | 1.99E-03 | 3.92E-15 | 2.09E-06 | 2.64E-10 | | S.D. | 9.38E-21 | 1.04E-03 | 1.81E-15 | 7.44E-07 | 2.54E-10 | | Avg. | -1.00E+00 | -1.00E+00 | -1.00E+00 | -1.00E+00 | -1.00E+00 | | S.D. | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | | Avg. | 1.79E-02 | 3.02E-20 | 5.13E-31 | 7.24E-15 | 3.25E-19 | | S.D. | 4.00E-02 | 4.60E-20 | 2.90E-31 | 3.22E-15 | 6.61E-19 | | Avg. | 2.52E-105 | 1.13E-21 | 1.39E-30 | 1.83E-14 | 1.44E-29 | | S.D. | 3.58E-105 | 1.05E-21 | 1.44E-30 | 1.02E-14 | 3.21E-29 | | Avg. | 0.00E+00 | 2.28E-05 | 2.13E-13 | 3.18E-04 | 1.88E-08 | | S.D. | 0.00E+00 | 3.17E-05 | 1.31E-13 | 6.10E-05 | 2.46E-08 |
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