Research Article
Particle Swarm and Bacterial Foraging Inspired Hybrid Artificial Bee Colony Algorithm for Numerical Function Optimization
Table 4
Time complexity of the HABC and other algorithms for 10D.
| Function | Acceptance | ABC | BSABC | dABC | GABC | IABC | MABC | HABC |
| 1 | 2E + 5 | 33.834 | 2.408 | 8.757 | 3.138 | 6.615 | 18.846 | 1.885 | 2 | 3E − 2 | 40.722 | 4.321 | 9.534 | 4.371 | 13.097 | 1.788 | 4.271 | 3 | 7E − 2 | 37.691 | 10.426 | 18.707 | 12.005 | 9.208 | 8.260 | 5.809 | 4 | 9E − 2 | 31.858 | 2.693 | 10.626 | 3.102 | 9.720 | 2.500 | 1.666 | 5 | 1E + 1 | 32.927 | 10.110 | 24.425 | 21.747 | 8.149 | 24.291 | 7.486 | 6 | 1E − 2 | 55.436 | 35.492 | 46.767 | 21.747 | 51.064 | 21.471 | 21.491 | 7 | 1E − 3 | 32.420 | 6.812 | 23.474 | 13.248 | 8.243 | 7.310 | 9.418 | 8 | 1E − 10 | 1.013 | 1.139 | 1.478 | 1.370 | 0.861 | 2.167 | 0.497 | 9 | 5E + 0 | 31.994 | 13.734 | 23.098 | 22.442 | 6.418 | 11.457 | 3.159 | 10 | 1E − 1 | 2.488 | 5.108 | 10.637 | 11.348 | 0.715 | 11.893 | 11.053 | 11 | 1E + 2 | 33.579 | 12.927 | 28.197 | 26.390 | 16.641 | 22.121 | 10.235 | 12 | 2E − 3 | 35.915 | 16.459 | 26.651 | 16.741 | 23.218 | 1.594 | 1.944 | 13 | 1E − 3 | 28.187 | 13.513 | 23.821 | 24.465 | 29.591 | 12.792 | 10.736 | 14 | 1E − 3 | 29.062 | 26.741 | 19.538 | 23.257 | 30.848 | 25.700 | 11.597 | 15 | 8E − 1 | 30.249 | 14.986 | 18.243 | 14.007 | 12.919 | 10.799 | 8.261 | 16 | 2E + 0 | 30.795 | 14.643 | 23.071 | 16.134 | 21.005 | 12.926 | 10.204 |
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