The best funktions-values (modified)
when the abort criterion is satisfied the first time (at least. 156
evaluations)
| problem | dim | ASA | ASAorig |
CS | CSorig | CSrand | DE |
Geno3 | GenoIII | PGA | Random |
SIGMA | VFSR | VFSRorig |
| F1 | 3 | 1.59e+01 | 1.59e+01 | 4.06e-20 | 4.06e-20 | 3.85e-01 | 3.04e+02 | 2.36e+02 | 2.87e+02 | 2.05e+02 | 9.41e+02 | 1.03e+02 | 4.74e-17 | 4.46e-12 |
| F2 | 2 | 4.24e+00 | 4.24e+00 | 1.58e-09 | 1.58e-09 | 2.10e+00 | 3.16e+00 | *0.00e+00 | 1.12e+01 | 1.50e+01 | 1.93e-01 | 1.57e+01 | 2.07e+01 | 2.07e+01 |
| F2 | 5 | *1.15e-01 | *6.98e-02 | 0.00e+00 | 0.00e+00 | 9.23e-04 | 2.84e+01 | 9.79e+00 | 2.33e+00 | 1.29e+01 | 9.33e+00 | 2.72e+01 | *7.57e-02 | *7.57e-02 |
| F2 | 10 | *2.86e-03 | *2.86e-03 | 0.00e+00 | 0.00e+00 | 1.56e-02 | 1.39e+01 | *7.89e-03 | 1.01e+01 | 2.20e+01 | 6.10e+00 | 4.43e+00 | *1.43e-04 | *1.43e-04 |
| F3 | 5 | 0.00e+00 | 2.50e-01 | 2.75e+00 | 2.75e+00 | 2.75e+00 | 0.00e+00 | 2.75e+00 | 2.75e+00 | 0.00e+00 | 2.25e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 |
| F4 | 30 | *4.50e-02 | *4.50e-02 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 5.19e+00 | *2.96e-02 | 6.34e-01 | *1.48e-02 | 5.56e+00 | 2.86e+00 | *4.58e-02 | *4.58e-02 |
| F5 | 5 | 4.55e-06 | 4.55e-06 | 6.82e-06 | 9.10e-06 | 3.13e-01 | 4.18e+01 | 1.48e+01 | 2.54e+01 | *3.41e+00 | 4.14e+01 | 1.12e+01 | 4.55e-06 | 4.55e-06 |
| F5 | 10 | *3.20e-03 | *3.20e-03 | 1.29e-06 | 1.29e-06 | 5.24e+00 | 7.07e+00 | *1.30e-01 | 4.94e+00 | *1.25e-01 | 3.19e+00 | 5.49e-01 | *7.77e-04 | *7.77e-04 |
| F5 | 15 | *9.06e-02 | *9.06e-02 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 4.03e+00 | *4.21e-02 | *2.26e-02 | *7.57e-02 | 3.95e+00 | 1.85e-01 | *5.51e-02 | *5.51e-02 |
| F5 | 20 | 1.44e-01 | 1.44e-01 | 2.17e-07 | 2.17e-07 | 2.17e-07 | 4.85e+00 | 3.98e+00 | 4.31e+00 | *1.66e-02 | 3.99e+00 | 1.08e-01 | *3.79e-02 | *3.79e-02 |
| F5 | 25 | *6.68e-02 | *6.68e-02 | 4.76e-05 | 4.76e-05 | 4.76e-05 | 4.15e+00 | *8.95e-02 | *1.47e-02 | 3.83e+00 | 4.29e+00 | 7.37e-02 | 7.79e-01 | 7.79e-01 |
| F5 | 30 | *1.03e-01 | *1.03e-01 | 0.00e+00 | 6.27e-04 | 6.27e-04 | 4.37e+00 | *4.03e-02 | 4.66e-01 | 4.00e+00 | 3.68e+00 | 7.08e-02 | *1.16e-01 | *1.16e-01 |
| F6 | 2 | 2.85e+00 | 2.85e+00 | 1.59e-03 | 1.59e-03 | 1.46e+00 | 2.19e+01 | 3.94e+01 | 7.93e+01 | 6.32e+01 | 3.74e+01 | 2.81e+00 | *1.79e-10 | 3.04e-06 |
| F7-5 | 4 | 9.99e-01 | 9.99e-01 | 6.76e-01 | 6.76e-01 | 6.78e-01 | 1.27e+00 | 1.28e+00 | 1.20e+00 | 1.25e+00 | 1.27e+00 | 1.24e+00 | 6.76e-01 | 6.76e-01 |
| F7-7 | 4 | 9.99e-01 | 9.99e-01 | 6.89e-01 | 6.89e-01 | 6.91e-01 | 1.26e+00 | 1.27e+00 | 1.20e+00 | 1.25e+00 | 1.25e+00 | 1.24e+00 | 6.89e-01 | 6.89e-01 |
| F7-10 | 4 | 0.00e+00 | 0.00e+00 | 9.49e-01 | 9.49e-01 | 9.52e-01 | 1.70e+00 | *1.37e+00 | 1.44e+00 | *3.35e-04 | 1.68e+00 | 1.67e+00 | 9.49e-01 | 9.49e-01 |
| F8 | 3 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 1.70e+01 | 1.72e+03 | 1.23e+03 | 8.66e+03 | 3.27e-01 | 1.32e+03 | 2.01e+02 | 9.90e-03 | 9.90e-03 |
| F8 | 6 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 4.31e-03 | 2.98e-01 | 9.36e+00 | 1.01e+01 | 9.70e+00 | *8.38e-01 | 4.10e+00 | 7.15e+00 | 0.00e+00 | 0.00e+00 |
| F9 | 2 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 3.27e-01 | 6.94e+01 | 2.95e+02 | 4.26e+02 | *1.50e-03 | 1.57e+02 | 1.51e+03 | 0.00e+00 | 0.00e+00 |
| F10 | 2 | 6.10e-05 | 6.10e-05 | 0.00e+00 | 0.00e+00 | 1.93e-02 | 1.70e+02 | 1.20e+02 | 2.77e+01 | 1.36e+02 | 4.66e+01 | 1.89e+00 | 6.10e-05 | 6.10e-05 |
| F11 | 2 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 6.93e-02 | 1.94e+03 | 4.83e+00 | 5.90e+00 | 3.14e+02 | 8.56e+02 | 2.04e+01 | 0.00e+00 | 0.00e+00 |
| F12 | 2 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 1.20e-02 | 2.16e-03 | 1.05e-01 | 1.09e-01 | 4.04e-01 | 3.27e-01 | 4.96e-01 | 8.75e-01 | 0.00e+00 | 0.00e+00 |
| F13 | 2 | 0.00e+00 | 0.00e+00 | 2.99e+00 | 5.94e+00 | 1.08e+01 | 0.00e+00 | 9.23e+01 | 1.89e-03 | 1.00e+00 | 6.86e-02 | 1.17e+01 | 0.00e+00 | 0.00e+00 |
| F14 | 5 | 9.82e-01 | 9.82e-01 | 8.80e-01 | 8.80e-01 | 1.03e+00 | 1.22e+00 | 1.20e+00 | 9.82e-01 | 1.18e+00 | 1.22e+00 | 1.14e+00 | 9.04e-01 | 9.04e-01 |
| F14 | 10 | *9.01e-01 | *9.01e-01 | 0.00e+00 | 0.00e+00 | 1.02e+00 | 1.03e+00 | *9.06e-01 | 1.02e+00 | *9.01e-01 | 1.02e+00 | 1.02e+00 | *9.01e-01 | *9.01e-01 |
| F15 | 4 | 0.00e+00 | 0.00e+00 | 1.31e+01 | 1.31e+01 | 2.66e+01 | 3.33e+01 | *0.00e+00 | 2.14e+01 | *8.16e-04 | 3.01e+01 | 7.41e+01 | 0.00e+00 | 0.00e+00 |
| F16 | 10 | *2.61e-02 | *2.61e-02 | 9.78e-03 | 9.78e-03 | 0.00e+00 | 8.36e+00 | *2.64e-02 | *9.46e-02 | *3.74e-02 | 4.49e+00 | 6.86e-01 | *9.88e-03 | *9.88e-03 |
| F17 | 2 | 6.89e-03 | 6.89e-03 | 7.25e-03 | 7.25e-03 | 7.40e-03 | 1.28e+01 | *6.87e-03 | 1.37e+01 | 5.88e-05 | 9.04e+00 | 1.06e-01 | *2.75e-12 | 1.57e-04 |
| F18 | 10 | 1.34e-01 | 1.34e-01 | 3.44e-02 | 1.72e-01 | 4.23e-01 | 3.46e-01 | 7.44e-01 | 5.19e-01 | *1.05e-03 | 6.43e-01 | 3.18e+00 | *4.43e-03 | *4.43e-03 |
| F19 | 20 | *5.38e-03 | *5.38e-03 | 1.52e+00 | 1.52e+00 | 1.52e+00 | 5.22e+00 | *0.00e+00 | 3.75e-01 | 5.43e+00 | 4.27e+00 | 1.47e+00 | *4.60e-03 | *4.60e-03 |
| F20 | 30 | 5.91e-01 | 5.91e-01 | 2.18e+00 | 2.18e+00 | 2.18e+00 | 1.82e+00 | *2.47e-01 | 1.70e+00 | 1.79e+00 | 1.81e+00 | 7.97e-01 | 1.34e+00 | 1.34e+00 |
| F21 | 2 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 2.07e-03 | 1.21e-02 | 8.78e-05 | 2.29e-03 | 8.95e-05 | 1.34e-03 | 1.02e-06 | 0.00e+00 | 0.00e+00 |
| F22 | 2 | | | 1.00e+00 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 9.81e-01 | *2.00e-07 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 1.00e+00 |
| F23 | 2 | 1.93e+00 | 1.93e+00 | 7.61e-01 | 7.61e-01 | 8.94e-01 | 8.28e+00 | 9.73e+01 | 5.33e+01 | 1.63e+00 | 1.26e+01 | 8.66e-01 | 0.00e+00 | 3.87e-12 |
| F24 | 2 | 1.87e+00 | 1.87e+00 | 7.68e-01 | 7.68e-01 | 8.04e-01 | 1.39e+01 | *5.11e-13 | 1.34e+02 | *7.68e-01 | 2.03e+01 | 9.05e-01 | 0.00e+00 | 3.06e-13 |
| F25 | 4 | *2.56e-02 | *2.56e-02 | 0.00e+00 | 0.00e+00 | 2.66e+00 | 2.05e+02 | 1.13e+02 | 4.03e+02 | 6.85e+02 | 9.17e+01 | 2.51e+00 | *4.20e-02 | *4.20e-02 |
| F26 | 4 | 6.03e-01 | 6.03e-01 | 2.74e-04 | 2.74e-04 | 2.76e+00 | 1.05e+01 | 1.80e+01 | 5.35e-02 | 2.61e+01 | 4.51e+00 | 1.61e+02 | 5.43e+00 | 5.43e+00 |
| F27 | 5 | 1.04e-07 | 1.04e-07 | 5.14e-01 | 5.14e-01 | 9.22e-01 | 8.69e-01 | 9.89e-01 | 8.59e-01 | 4.69e-01 | 9.22e-01 | 9.23e-01 | 5.91e-02 | 5.91e-02 |
| F27 | 10 | 4.64e-01 | 4.64e-01 | 9.95e-01 | 9.95e-01 | 9.95e-01 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 9.90e-01 | 1.00e+00 | 1.95e-07 | 1.95e-07 |
| F28 | 5 | 4.77e-01 | 4.77e-01 | 9.60e-01 | 9.60e-01 | 9.62e-01 | 1.31e+00 | 1.28e+00 | 1.49e+00 | 1.25e+00 | 1.06e+00 | 9.89e-01 | 4.14e-01 | 4.14e-01 |
| F28 | 10 | *3.55e-01 | *3.55e-01 | 6.89e-01 | 8.78e-01 | 1.47e+00 | 1.69e+00 | 1.33e+00 | 8.84e-01 | *6.61e-01 | 1.36e+00 | 1.67e+00 | *0.00e+00 | *0.00e+00 |
| F29 | 5 | *6.26e-01 | *6.26e-01 | 5.09e-01 | 7.83e-01 | 8.46e-01 | 8.34e-01 | 9.87e-01 | 7.84e-01 | 5.75e-01 | 6.93e-01 | 6.87e-01 | *9.87e-01 | *9.87e-01 |
| F29 | 10 | *9.86e-01 | *9.86e-01 | 9.56e-01 | 9.56e-01 | 9.87e-01 | 9.99e-01 | 9.86e-01 | *0.00e+00 | 9.39e-01 | 9.67e-01 | 8.54e-01 | *9.71e-01 | *9.71e-01 |
| F30 | 9 | *8.58e-03 | *8.58e-03 | 0.00e+00 | 5.64e-03 | 2.64e-02 | 2.06e+00 | 1.21e+00 | 3.10e+00 | 2.98e+00 | 2.61e+00 | 1.33e+01 | *5.61e-03 | *5.61e-03 |
| F30 | 17 | *0.00e+00 | *0.00e+00 | 2.69e+01 | 2.69e+01 | 2.69e+01 | 1.21e-02 | *2.95e-04 | 5.56e+01 | *1.92e-02 | 5.48e+01 | 4.47e+01 | *7.61e-06 | *7.61e-06 |