Table 10 Results of CEC 2019 functions.
Algorithms | Metric | CEC19_F1 | CEC19_F2 | CEC19_F3 | CEC19_F4 | CEC19_F5 | CEC19_F6 | CEC19_F7 | CEC19_F8 | CEC19_F9 | CEC19_F10 |
---|---|---|---|---|---|---|---|---|---|---|---|
PO | Mean | −1.4421e−05 | 1.4395e−17 | −0.77064 | 14.8703 | 10.7615 | −18.6303 | 9.72167 | 8.48168 | −15.4011 | 18.2669 |
Std | 0.0001318 | 6.3651e−33 | 2.0341 | 66.804 | 47.0922 | 29.296 | 7.9299 | 5.1851 | 34.2397 | 49.1695 | |
Rank | 5 | 4 | 3 | 6 | 7 | 5 | 9 | 5 | 9 | 8 | |
CPO-1 | Mean | 9.6185e−09 | 1.4688e−16 | 0.45518 | 24.5051 | 10.8906 | 10.8981 | 34.3927 | 16.6831 | −17.8751 | 39.1175 |
Std | 4.7975e−08 | 2.4891e−16 | 0.62094 | 30.1505 | 45.8966 | 17.6332 | 10.7556 | 43.047 | 39.497 | 49.4499 | |
Rank | 8 | 11 | 9 | 9 | 8 | 11 | 10 | 7 | 5 | 11 | |
CPO-2 | Mean | 0.0047907 | 9.6469e−17 | −1.7558 | 7.4363 | 12.0025 | −31.2535 | −3.3884 | −28.3466 | −15.3296 | 7.2812 |
Std | 0.075369 | 5.8063e−17 | 0.59231 | 56.9606 | 45.4242 | 34.3121 | 55.8134 | 53.2445 | 33.9645 | 23.1011 | |
Rank | 11 | 9 | 2 | 3 | 11 | 2 | 7 | 2 | 10 | 7 | |
CPO-3 | Mean | −0.018718 | 3.0574e−17 | −0.42849 | 1.2551 | 7.8965 | −37.6466 | −22.5231 | 13.1094 | −16.0781 | −7.7332 |
Std | 0.26323 | 5.4955e−16 | 0.46178 | 48.1826 | 46.7797 | 32.6248 | 40.0617 | 40.0217 | 36.3928 | 15.7479 | |
Rank | 2 | 5 | 5 | 2 | 2 | 1 | 3 | 6 | 8 | 5 | |
CPO-4 | Mean | −2.2782e−07 | 3.5727e−17 | 2.0201 | 28.731 | 11.3389 | −0.68725 | 0.61872 | 32.1041 | −18.1124 | −8.3993 |
Std | 1.056e−06 | 8.0033e−17 | 0.51495 | 17.0992 | 46.0617 | 19.7452 | 20.8545 | 7.0504 | 36.219 | 3.5024 | |
Rank | 6 | 6 | 10 | 10 | 10 | 8 | 8 | 9 | 3 | 4 | |
CPO-5 | Mean | −0.010479 | 6.8498e−17 | −0.63014 | 14.3377 | 10.5346 | 0.59568 | −22.8242 | 16.7631 | −20.7252 | 30.1472 |
Std | 0.064146 | 1.0106e−16 | 0.56468 | 26.5337 | 47.5558 | 28.8494 | 61.2904 | 41.006 | 34.7124 | 31.3459 | |
Rank | 3 | 8 | 4 | 5 | 5 | 9 | 2 | 8 | 1 | 10 | |
CPO-6 | Mean | 0.0013898 | −1.8883e−17 | 2.0756 | 29.0599 | 10.5834 | −22.4047 | −51.9562 | 35.3128 | −18.0819 | −16.5002 |
Std | 0.17436 | 1.4923e−17 | 0.5214 | 21.4452 | 46.1511 | 34.1659 | 44.4209 | 23.8749 | 39.0759 | 77.1806 | |
Rank | 10 | 2 | 11 | 11 | 6 | 3 | 1 | 11 | 4 | 3 | |
CPO-7 | Mean | −0.0015885 | 9.7914e−17 | 0.1464 | 7.7176 | 10.2131 | −22.0189 | −8.0933 | −9.5645 | −16.4039 | −30.2417 |
Std | 0.012586 | 4.4065e−16 | 1.6409 | 40.664 | 43.6067 | 16.641 | 68.3027 | 58.8978 | 35.8648 | 46.3466 | |
Rank | 4 | 10 | 7 | 4 | 4 | 4 | 6 | 3 | 7 | 1 | |
CPO-8 | Mean | 0.0002713 | 4.3603e−17 | 0.34952 | 19.3152 | 11.2167 | 8.0172 | 47.053 | 34.5212 | −7.2038 | −17.0189 |
Std | 0.0038359 | 2.6555e−17 | 0.61942 | 27.7764 | 46.6995 | 30.6735 | 86.3798 | 34.7371 | 43.4636 | 91.9251 | |
Rank | 9 | 7 | 8 | 8 | 9 | 10 | 11 | 10 | 11 | 2 | |
CPO-9 | Mean | −7.1884e−10 | −1.2221e−17 | 0.13356 | 14.969 | 10.1664 | −12.1242 | −22.3098 | 1.3245 | −17.8068 | 3.3863 |
Std | 3.907e−09 | 5.0735e− | 0.48765 | 62.302 | 46.9388 | 21.7345 | 56.5402 | 35.3873 | 35.5988 | 65.356 | |
Rank | 7 | 3 | 6 | 7 | 3 | 7 | 4 | 4 | 6 | 6 | |
CPO-10 | Mean | −3.8084 | −0.51457 | −6.8587 | −13.7237 | −13.739 | −16.5766 | −12.0213 | −50.134 | −18.6661 | 23.7653 |
Std | 81.7529 | 73.1987 | 79.1661 | 76.8561 | 65.2286 | 54.6045 | 71.8958 | 65.7164 | 59.5177 | 41.5521 | |
Rank | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 1 | 2 | 9 |