Research Article
Structured Clanning-Based Ensemble Optimization Algorithm: A Novel Approach for Solving Complex Numerical Problems
Table 6
Comparison with FEP [
15], ABC [
29], GWO [
7], and GSA [
30].
| | | | SCEO | FEP | ABC | GWO | GSA |
| | F1 | Mean | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | SD | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Best | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Worst | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
| | F2 | Mean | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | | SD | 0.00E + 00 | 4.04E − 06 | 6.82E − 05 | 0.00E + 00 | 0.00E + 00 | | Best | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | | Worst | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 | −1.03E + 00 |
| | F3 | Mean | 3.00E + 00 | 3.02E + 00 | 3.09E + 00 | 3.00E + 00 | 3.00E + 00 | | SD | 0.00E + 00 | 1.10E − 01 | 1.56E − 01 | 1.12E − 06 | 0.00E + 00 | | Best | 3.00E + 00 | 3.00E + 00 | 3.00E + 00 | 3.00E + 00 | 3.00E + 00 | | Worst | 3.00E + 00 | 3.08E + 00 | 3.27E + 00 | 3.00E + 00 | 3.00E + 00 |
| | F4 | Mean | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | | SD | 0.00E + 00 | 0.00E + 00 | 3.45E − 06 | 0.00E + 00 | 0.00E + 00 | | Best | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | | Worst | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 | −1.00E + 00 |
| | F5 | Mean | −3.86E + 00 | −3.86E + 00 | −3.85E + 00 | −3.86E + 00 | −3.86E + 00 | | SD | 0.00E + 00 | 1.40E − 05 | 7.75E − 03 | 5.22E − 05 | 0.00E + 00 | | Best | −3.86E + 00 | −3.86E + 00 | −3.86E + 00 | −3.86E + 00 | −3.86E + 00 | | Worst | −3.86E + 00 | −3.86E + 00 | −3.84E + 00 | −3.86E + 00 | −3.86E + 00 |
| | F6 | Mean | −3.32E + 00 | −3.27E + 00 | −3.32E + 00 | −3.32E + 00 | −3.29E + 00 | | SD | 5.61E − 03 | 4.15E − 02 | 3.22E − 03 | 4.81E − 03 | 3.00E − 02 | | Best | −3.32E + 00 | −3.32E + 00 | −3.32E + 00 | −3.32E + 00 | −3.32E + 00 | | Worst | −3.32E + 00 | −3.22E + 00 | −3.32E + 00 | −3.32E + 00 | −3.20E + 00 |
| | F7 | Mean | 0.00E + 00 | 2.10E − 04 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | SD | 0.00E + 00 | 1.10E − 04 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Best | 0.00E + 00 | 8.56E − 07 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Worst | 0.00E + 00 | 6.24E − 04 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
| | F8 | Mean | 0.00E + 00 | 5.70E − 04 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | SD | 0.00E + 00 | 1.30E − 04 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Best | 0.00E + 00 | 5.45E − 07 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Worst | 0.00E + 00 | 3.12E − 03 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
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