Research Article
Particle Swarm and Bacterial Foraging Inspired Hybrid Artificial Bee Colony Algorithm for Numerical Function Optimization
Table 6
Time complexity of the HABC and other algorithms for 50D.
| Function | Acceptance | ABC | BSABC | dABC | GABC | IABC | MABC | HABC |
| 1 | 3E + 7 | 38.114 | 14.070 | 28.462 | 6.069 | 4.553 | 7.693 | 2.140 | 2 | 4E + 0 | 42.527 | 28.695 | 22.211 | 9.943 | 20.540 | 13.990 | 10.660 | 3 | 7E + 0 | 33.428 | 8.440 | 23.177 | 14.614 | 11.959 | 21.812 | 7.322 | 4 | 7E + 1 | 35.891 | 20.545 | 30.861 | 18.126 | 24.237 | 29.541 | 14.176 | 5 | 2E + 1 | 36.314 | 30.805 | 32.358 | 36.157 | 31.126 | 27.856 | 20.181 | 6 | 4E − 1 | 19.899 | 9.505 | 11.194 | 9.218 | 7.051 | 13.054 | 5.060 | 7 | 8E − 3 | 31.095 | 16.599 | 25.868 | 15.362 | 19.242 | 20.779 | 12.879 | 8 | 1E − 10 | 28.889 | 9.694 | 25.136 | 31.707 | 9.869 | 22.936 | 4.583 | 9 | 2E + 2 | 31.607 | 13.149 | 24.496 | 26.831 | 15.387 | 10.370 | 3.228 | 10 | 6E + 0 | 3.103 | 11.702 | 30.879 | 33.913 | 3.529 | 19.146 | 20.840 | 11 | 5E + 3 | 35.728 | 15.498 | 35.817 | 36.229 | 34.458 | 9.318 | 7.696 | 12 | 7E − 3 | 47.806 | 2.850 | 13.292 | 2.934 | 12.257 | 2.287 | 2.822 | 13 | 4E − 3 | 27.932 | 1.798 | 11.401 | 2.694 | 4.320 | 1.872 | 1.411 | 14 | 3E − 3 | 14.669 | 2.801 | 4.350 | 2.633 | 8.051 | 3.142 | 1.924 | 15 | 3E + 1 | 35.294 | 11.286 | 35.595 | 9.801 | 5.398 | 8.149 | 5.073 | 16 | 2E + 1 | 14.752 | 5.442 | 8.805 | 6.890 | 3.984 | 4.503 | 2.757 |
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