Table 3 The CEC 2019 functions statistical results of the different algorithms.
Fun. | Algorithms | Average | SD | Fun. | Algorithms | Average | SD |
|---|---|---|---|---|---|---|---|
CEC 01 | SCSO | 45419.8 | 2790.752 | CEC 02 | SCSO | 18.3434 | 0.000232 |
GWO | 3.2E + 08 | 5.66E + 08 | GWO | 18.3446 | 0.000473 | ||
WOA | 4.6E + 10 | 4.97E + 10 | WOA | 18.3899 | 0.067165 | ||
CDO | 98,302 | 7546.111 | CDO | 20.8476 | 0 | ||
WAA | 50830.1 | 2726.583 | WAA | 18.3514 | 0.003117 | ||
MWAA | 43378.7 | 2681.718 | MWAA | 18.3446 | 0.001057 | ||
CEC 03 | SCSO | 13.7024 | 3.15E-06 | CEC 04 | SCSO | 370.64 | 488.3226 |
GWO | 13.7024 | 3.82E-06 | GWO | 311.379 | 760.5326 | ||
WOA | 13.7024 | 2.55E-06 | WOA | 743.992 | 474.578 | ||
CDO | 13.7024 | 5.77E-06 | CDO | 5806.3 | 161.3075 | ||
WAA | 13.7027 | 0.000639 | WAA | 1992.05 | 1169.296 | ||
MWAA | 13.7024 | 1.61E-07 | MWAA | 118.605 | 59.23661 | ||
CEC 05 | SCSO | 2.58278 | 0.307051 | CEC 06 | SCSO | 8.68551 | 1.714017 |
GWO | 2.52256 | 0.241297 | GWO | 11.9658 | 0.958328 | ||
WOA | 2.95573 | 0.309197 | WOA | 10.3752 | 0.814083 | ||
CDO | 4.94973 | 0.067925 | CDO | 12.1421 | 1.154319 | ||
WAA | 5.04694 | 1.383832 | WAA | 11.2962 | 0.971796 | ||
MWAA | 2.80173 | 0.524245 | MWAA | 7.88004 | 1.362307 | ||
CEC 07 | SCSO | 380.99 | 247.511 | CEC 08 | SCSO | 5.25472 | 0.565192 |
GWO | 658.981 | 374.5584 | GWO | 5.26121 | 1.370553 | ||
WOA | 685.702 | 358.14 | WOA | 6.27051 | 0.695929 | ||
CDO | 934.748 | 217.0477 | CDO | 6.49968 | 0.406619 | ||
WAA | 399.467 | 211.1696 | WAA | 6.07608 | 0.274006 | ||
MWAA | 268.301 | 177.4614 | MWAA | 5.36838 | 0.642764 | ||
CEC 09 | SCSO | 6.49929 | 1.578126 | CEC 10 | SCSO | 20.322 | 2.673872 |
GWO | 6.01722 | 0.776057 | GWO | 21.551 | 0.093581 | ||
WOA | 11.9908 | 16.98115 | WOA | 21.3678 | 0.101212 | ||
CDO | 3659.35 | 1582.348 | CDO | 21.5683 | 0.06595 | ||
WAA | 5.59935 | 0.731113 | WAA | 21.3779 | 0.08634 | ||
MWAA | 3.72273 | 0.118039 | MWAA | 21.0303 | 0.016049 |
