Research Article
Particle Swarm and Bacterial Foraging Inspired Hybrid Artificial Bee Colony Algorithm for Numerical Function Optimization
Table 5
Time complexity of the HABC and other algorithms for 30D.
| Function | Acceptance | ABC | BSABC | dABC | GABC | IABC | MABC | HABC |
| 1 | 2E + 7 | 33.507 | 2.650 | 29.906 | 5.003 | 9.133 | 10.397 | 1.036 | 2 | 5E − 2 | 41.292 | 15.957 | 24.061 | 20.076 | 12.157 | 13.907 | 11.375 | 3 | 1E + 0 | 30.586 | 2.366 | 10.839 | 10.026 | 17.048 | 6.866 | 3.285 | 4 | 3E + 1 | 33.474 | 18.456 | 15.021 | 19.598 | 16.970 | 18.874 | 11.977 | 5 | 2E + 1 | 34.488 | 28.730 | 29.090 | 34.081 | 31.562 | 7.014 | 9.018 | 6 | 2E − 1 | 7.803 | 5.079 | 3.875 | 3.778 | 4.009 | 6.588 | 3.740 | 7 | 1E − 4 | 33.431 | 6.452 | 22.666 | 8.930 | 10.027 | 11.655 | 3.463 | 8 | 1E − 10 | 12.926 | 4.233 | 8.706 | 6.034 | 2.743 | 8.019 | 1.677 | 9 | 8E + 1 | 33.747 | 12.545 | 23.286 | 28.586 | 15.180 | 12.862 | 3.247 | 10 | 2E + 0 | 6.943 | 8.417 | 20.827 | 23.533 | 14.992 | 15.113 | 2.073 | 11 | 2E + 3 | 34.934 | 20.299 | 33.104 | 16.409 | 27.451 | 17.469 | 14.429 | 12 | 5E − 3 | 42.940 | 4.817 | 24.498 | 4.838 | 19.227 | 1.641 | 1.002 | 13 | 3E − 3 | 28.561 | 1.900 | 17.227 | 2.216 | 10.758 | 1.150 | 1.583 | 14 | 2E − 3 | 32.531 | 11.278 | 11.826 | 9.853 | 27.508 | 5.909 | 3.640 | 15 | 1E + 1 | 36.000 | 20.175 | 27.876 | 25.809 | 13.963 | 8.852 | 7.548 | 16 | 1E + 1 | 34.890 | 28.978 | 29.000 | 33.354 | 28.754 | 9.084 | 12.534 |
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