Research Article
Aircraft Control Parameter Estimation Using Self-Adaptive Teaching-Learning-Based Optimization with an Acceptance Probability
Table 6
Hansa-3 aerodynamics coefficient simulated without noise, noise 5% and 10%.
| True value | Without noise | Noise 5% | Noise 10% | SaTLBO-AP | SaDE | WCA | SaTLBO-AP | SaDE | WCA | SaTLBO-AP | SaDE | WCA |
| | 0.036 | 0.0367 | 0.0368 | 0.0437 | 0.038 | 0.0463 | 0.0544 | 0.0403 | 0.023 | 0 | | | (0.0079) | (0.0086) | (0.0253) | (0.009) | (0.0058) | (0.0227) | (0.0089) | (0.0076) | (0.0172) | | 0.061 | 0.0587 | 0.0511 | 0.0183 | 0.0703 | 0.0433 | 0.0002 | 0.0368 | 0.1879 | 0.8955 | | | (0.0558) | (0.054) | (0.2957) | (0.0544) | (0.0456) | (0.273) | (0.0566) | (0.1109) | (0.3237) | | 0.152 | 0.1454 | 0.1486 | 0.0972 | 0.1366 | 0.065 | 0 | 0.1611 | 0.2274 | 0 | | | (0.0532) | (0.0721) | (0.2322) | (0.0638) | (0.0511) | (0.2145) | (0.0698) | (0.0868) | (0.2046) | | 0.23 | 0.2297 | 0.2302 | 0.2384 | 0.2333 | 0.2193 | 0.126 | 0.2416 | 0.2005 | 0.0001 | | | (0.0037) | (0.0077) | (0.1389) | (0.015) | (0.0173) | (0.1284) | (0.0178) | (0.0504) | (0.1133) | | 4.886 | 4.9015 | 4.8831 | 4.938 | 5.053 | 5.1848 | 5.3335 | 4.846 | 4.1228 | 5.5128 | | | (0.0295) | (0.1079) | (0.814) | (0.066) | (0.0597) | (0.7129) | (0.1371) | (0.5722) | (1.0446) | | 37.259 | 37.1573 | 37.281 | 34.3262 | 39.5509 | 41.9119 | 48.286 | 43.377 | 57.2311 | 87.3309 | | | (1.2757) | (2.1063) | (56.1791) | (2.9128) | (2.2761) | (37.4155) | (6.5266) | (12.6068) | (50.7457) | | 0.376 | 0.3755 | 0.376 | 0.2488 | 0.1776 | 0.2639 | 1.2234 | 0.0033 | 1.0604 | 2.1766 | | | (0.0406) | (0.0672) | (1.2566) | (0.1403) | (0.1831) | (1.0458) | (0.1661) | (0.3744) | (0.9867) | | 0.091 | 0.091 | 0.091 | 0.0906 | 0.0922 | 0.0944 | 0.0918 | 0.1035 | 0.0969 | 0.1037 | | | (0.0002) | (0.0008) | (0.0121) | (0.0005) | (0.001) | (0.0108) | (0.0009) | (0.0054) | (0.0392) | | −0.412 | −0.4132 | −0.4119 | −0.4151 | −0.4329 | −0.4186 | −0.4239 | −0.4652 | −0.3811 | −0.517 | | | (0.0014) | (0.0037) | (0.1517) | (0.004) | (0.0082) | (0.0933) | (0.0118) | (0.0456) | (0.2) | | −8.792 | −8.758 | −8.8043 | −8.6207 | −8.6012 | −8.8541 | −8.1431 | −10.2257 | −10.221 | −7.5769 | | | (0.0676) | (0.2355) | (3.3145) | (0.1825) | (0.3182) | (2.143) | (0.4649) | (1.3053) | (10.9678) | | −0.735 | −0.7344 | −0.7355 | −0.7288 | −0.73 | −0.763 | −0.7343 | −0.8156 | −0.8112 | −0.7767 | | | (0.0019) | (0.0093) | (0.0954) | (0.0063) | (0.0093) | (0.073) | (0.0153) | (0.055) | (0.37) |
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