Table 9.
Comparison of simulation outcomes using DMO with 10 chaotic maps for a CEC’2022 test suite for 30 runs.
Fun | CDMO1 | CDMO2 | CDMO3 | CDMO4 | CDMO5 | CDMO6 | CDMO7 | CDMO8 | CDMO9 | CDMO10 | |
---|---|---|---|---|---|---|---|---|---|---|---|
F1 | Mean | 37.6703 | 49.2258 | 55.2711 | 24.1597 | 38.7636 | 31.7829 | 41.1619 | 42.5261 | 44.4219 | 49.0182 |
STD | − 27.0101 | − 25.142 | 1.4219 | − 15.2403 | − 19.8947 | − 2.752 | − 25.7849 | − 12.7627 | − 18.1099 | − 18.616 | |
F2 | Mean | 71.3877 | 67.4698 | 72.7695 | 67.069 | 70.3485 | 70.0904 | 66.9872 | 67.4974 | 73.118 | 69.0384 |
STD | 28.6156 | 31.3227 | 27.4624 | 31.5527 | 29.4815 | 29.5777 | 31.5268 | 31.3894 | 27.7238 | 30.1431 | |
F3 | Mean | 47.8944 | 47.8966 | 47.8976 | 47.8987 | 47.8905 | 47.8964 | 47.8923 | 47.8925 | 47.8869 | 47.8999 |
STD | 16.7706 | 16.77 | 16.7727 | 16.7707 | 16.7623 | 16.7719 | 16.7678 | 16.7747 | 16.7674 | 16.7748 | |
F4 | Mean | 31.573 | 41.3039 | 18.9391 | 29.6284 | 32.9669 | 38.6676 | 39.858 | 22.6606 | 29.972 | 38.5803 |
STD | − 13.2639 | 4.7712 | − 14.0327 | − 4.1446 | − 0.44749 | 4.0023 | − 7.8498 | − 10.5974 | − 8.3744 | 1.8914 | |
F5 | Mean | 51.20491 | 46.35887 | 38.06082 | 35.40594 | 35.23488 | 39.40386 | 38.17021 | 58.53465 | 29.7295 | 32.53841 |
STD | − 8.19181 | 0.523679 | − 2.8823 | 12.2422 | 1.414808 | − 10.4939 | − 0.67047 | − 10.3861 | − 13.7808 | 13.33265 | |
F6 | Mean | 31.54436 | 39.09761 | 24.29382 | 23.30663 | 39.95076 | 34.20494 | 43.23234 | 31.10375 | 45.60005 | 29.90376 |
STD | 1.002241 | − 5.60402 | − 14.5199 | 3.995714 | − 2.25021 | − 7.78239 | − 1.25563 | 4.310759 | − 5.67635 | − 2.97554 | |
F7 | Mean | 34.85993 | 49.18917 | 36.43779 | 46.29711 | 25.4561 | 39.70633 | 30.87552 | 43.34505 | 42.17393 | 31.99279 |
STD | − 3.56281 | − 6.69832 | − 7.64214 | 5.231094 | − 3.48243 | 2.88266 | − 5.48696 | − 1.65038 | − 14.488 | 1.675022 | |
F8 | Mean | 40.14696 | 43.02149 | 37.50739 | 29.97309 | 45.87442 | 30.97324 | 43.92831 | 49.30015 | 43.53387 | 30.326 |
STD | 4.511035 | 1.558652 | − 13.2439 | − 6.44802 | − 20.1744 | 7.831558 | 11.106 | − 5.7076 | − 6.19182 | − 14.092 | |
F9 | Mean | 45.96478 | 37.75997 | 32.08481 | 44.69134 | 39.9951 | 40.51609 | 42.70853 | 31.55867 | 37.03655 | 42.32642 |
STD | − 0.81111 | 5.822384 | − 1.66304 | 1.246249 | − 11.839 | − 14.2114 | − 11.8797 | − 3.09272 | − 10.0039 | − 2.42989 | |
F10 | Mean | 38.10615 | 44.71744 | 39.21914 | 43.36055 | 29.22045 | 39.41734 | 34.92506 | 38.68287 | 43.13838 | 28.86259 |
STD | − 16.5793 | − 0.82598 | − 0.61679 | − 0.3013 | 12.58064 | − 2.10653 | − 21.5561 | − 7.8547 | 3.256351 | 13.59188 | |
F11 | Mean | 44.27529 | 35.29008 | 31.00094 | 23.31097 | 37.44925 | 30.37191 | 32.86412 | 34.95504 | 53.42543 | 41.02269 |
STD | 3.133682 | 1.649913 | − 6.10969 | − 13.5542 | 3.761989 | − 11.6043 | − 12.9215 | − 5.83714 | 6.09463 | − 5.55082 | |
F12 | Mean | − 12.6973 | 0.211765 | 6.528745 | − 3.575 | − 4.6557 | − 10.972 | − 12.2923 | − 12.2741 | 2.576182 | 6.86794 |
STD | 37.70109 | 35.08934 | 36.39644 | 39.99058 | 30.95312 | 36.44769 | 36.40298 | 33.68914 | 46.62329 | 41.95957 |