Table 11 Results of CEC 2020 functions.
Algorithms | Metric | CEC20_F1 | CEC20_F2 | CEC20_F3 | CEC20_F4 | CEC20_F5 | CEC20_F6 | CEC20_F7 | CEC20_F8 | CEC20_F9 | CEC20_F10 |
---|---|---|---|---|---|---|---|---|---|---|---|
PO | Mean | −0.30889 | 10.6303 | 3.1301 | −0.000526 | 6.7985 | −1.1157 | −3.2426 | 5.0216 | −10.1377 | −9.9572 |
Std | 46.69 | 71.8802 | 15.9192 | 2.939e−06 | 18.0985 | 61.1657 | 30.619 | 43.6409 | 81.1868 | 40.4357 | |
Rank | 2 | 6 | 8 | 2 | 5 | 8 | 6 | 3 | 6 | 5 | |
CPO-1 | Mean | 1.3385 | 22.1196 | 6.0101 | 0.0002489 | 37.4646 | 16.2336 | 24.6559 | 11.3372 | 11.6873 | −10.4719 |
Std | 34.7305 | 64.467 | 6.7046 | 0.0001557 | 35.5385 | 64.2992 | 65.5971 | 29.4384 | 93.1344 | 36.9809 | |
Rank | 5 | 7 | 10 | 8 | 11 | 10 | 11 | 10 | 9 | 3 | |
CPO-2 | Mean | 0.80863 | 8.4262 | 0.28484 | 0.0002829 | 13.7572 | −15.9784 | −19.6079 | 9.2835 | −10.2493 | −4.7628 |
Std | 46.707 | 23.4252 | 4.8434 | 0.0001534 | 17.0869 | 49.4669 | 73.7023 | 14.638 | 95.0382 | 42.4521 | |
Rank | 4 | 5 | 5 | 9 | 8 | 5 | 2 | 6 | 5 | 9 | |
CPO-3 | Mean | 5.5242 | −12.6154 | 1.2326 | −0.000227 | −3.6421 | −14.1245 | −9.8978 | 5.2347 | −5.3289 | −8.0637 |
Std | 45.5321 | 55.6409 | 4.4379 | 0.0001850 | 35.8232 | 92.6397 | 20.1861 | 11.908 | 87.2722 | 40.0715 | |
Rank | 9 | 2 | 6 | 5 | 2 | 6 | 4 | 4 | 7 | 6 | |
CPO-4 | Mean | 5.9777 | −10.2483 | −2.9551 | −0.000244 | 15.2986 | −19.6396 | −19.9009 | 11.3264 | −32.8801 | −13.1833 |
Std | 49.6973 | 54.2917 | 7.4326 | 0.0001059 | 19.6846 | 68.715 | 50.0098 | 34.0637 | 64.3483 | 39.3636 | |
Rank | 10 | 3 | 1 | 4 | 9 | 4 | 1 | 9 | 2 | 1 | |
CPO-5 | Mean | 5.4894 | 32.4857 | −1.3767 | 0.0004865 | −2.4705 | −37.8215 | −18.7087 | 10.6097 | 17.235 | −6.2651 |
Std | 50.7721 | 81.5872 | 5.749 | 0.0001382 | 19.1818 | 52.623 | 45.2366 | 40.9085 | 93.6363 | 36.7642 | |
Rank | 8 | 10 | 3 | 11 | 3 | 2 | 3 | 8 | 10 | 8 | |
CPO-6 | Mean | 6.0029 | 24.377 | 4.7781 | −0.000292 | 12.8058 | −44.4636 | −9.7024 | 9.6943 | −15.7497 | −10.2508 |
Std | 42.8278 | 72.8609 | 8.1649 | 0.0001385 | 17.1101 | 50.1779 | 37.4711 | 37.8083 | 81.7845 | 41.0384 | |
Rank | 11 | 9 | 9 | 3 | 7 | 1 | 5 | 7 | 4 | 4 | |
CPO-7 | Mean | 2.176 | 23.2569 | −1.7606 | −6.3097e−05 | −3.8342 | 3.419 | 23.2367 | −4.5862 | 24.9395 | −4.2209 |
Std | 48.1526 | 65.9619 | 7.8676 | 0.0001017 | 22.9895 | 44.6868 | 58.069 | 8.4734 | 94.0775 | 37.4489 | |
Rank | 6 | 8 | 2 | 7 | 1 | 9 | 10 | 2 | 11 | 10 | |
CPO-8 | Mean | 3.4966 | 36.6933 | 2.1592 | 0.0003315 | 23.1463 | 41.0334 | 11.4035 | 12.0984 | −16.3636 | −10.5228 |
Std | 39.6197 | 39.9443 | 15.6003 | 0.0001299 | 38.1011 | 46.8645 | 34.9485 | 36.9051 | 82.428 | 38.6826 | |
Rank | 7 | 11 | 7 | 10 | 10 | 11 | 9 | 11 | 3 | 2 | |
CPO-9 | Mean | 0.16398 | −0.46094 | −0.22653 | −0.000204 | 4.7781 | −5.6179 | 6.0386 | 9.2815 | −4.7306 | −6.8383 |
Std | 37.2107 | 65.8809 | 12.8321 | 0.0001678 | 29.3533 | 74.2138 | 59.5168 | 33.0055 | 92.249 | 34.6791 | |
Rank | 3 | 4 | 4 | 6 | 4 | 7 | 8 | 5 | 8 | 7 | |
CPO-10 | Mean | −8.8214 | −14.4527 | 10.2419 | −0.28793 | 8.9072 | −23.6462 | −1.8516 | −18.2128 | −44.3182 | −0.027882 |
Std | 74.8129 | 49.1245 | 64.5386 | 1.0349 | 58.0767 | 65.2933 | 8.2666 | 78.4692 | 80.3015 | 0.10486 | |
Rank | 1 | 1 | 11 | 1 | 6 | 3 | 7 | 1 | 1 | 11 |