Table 15 Ablation experiments outcomes for AMOMM-BKA on CEC2022 test suite.
Functions | Metric | BKA | BOBLBKA | HROBKA | ROBKA | MMBKA | AMOMM-BKA |
|---|---|---|---|---|---|---|---|
Fun34 | AVG | 1.644E+03 | 1.528E+03 | 9.394E+03 | 5.907E+03 | 3.004E+02 | 3.000E+02 |
STD | 2.779E+03 | 6.376E+02 | 3.278E+03 | 2.807E+03 | 6.417E-01 | 4.424E-02 | |
Fun35 | AVG | 4.304E+02 | 4.082E+02 | 4.070E+02 | 4.071E+02 | 4.076E+02 | 4.042E+02 |
STD | 4.742E+01 | 1.231E+01 | 1.371E+00 | 2.250E+00 | 1.515E+01 | 1.299E+01 | |
Fun36 | AVG | 6.281E+02 | 6.062E+02 | 6.137E+02 | 6.112E+02 | 6.059E+02 | 6.035E+02 |
STD | 9.481E+00 | 4.380E+00 | 5.268E+00 | 4.491E+00 | 5.223E+00 | 3.299E+00 | |
Fun37 | AVG | 8.195E+02 | 8.184E+02 | 8.338E+02 | 8.230E+02 | 8.196E+02 | 8.174E+02 |
STD | 7.285E+00 | 7.310E+00 | 7.698E+00 | 4.748E+00 | 4.190E+00 | 5.864E+00 | |
Fun38 | AVG | 1.146E+03 | 9.611E+02 | 1.386E+03 | 1.052E+03 | 1.001E+03 | 9.483E+02 |
STD | 1.254E+02 | 4.125E+01 | 2.639E+02 | 7.946E+01 | 6.845E+01 | 4.388E+01 | |
Fun39 | AVG | 2.833E+03 | 2.994E+03 | 5.163E+03 | 4.781E+03 | 3.074E+03 | 2.681E+03 |
STD | 1.547E+03 | 8.114E+02 | 1.451E+03 | 1.552E+03 | 1.227E+03 | 8.724E+02 | |
Fun40 | AVG | 2.046E+03 | 2.025E+03 | 2.024E+03 | 2.025E+03 | 2.018E+03 | 2.024E+03 |
STD | 1.652E+01 | 3.610E+00 | 1.501E+00 | 3.250E+00 | 1.165E+01 | 9.047E+00 | |
Fun41 | AVG | 2.241E+03 | 2.225E+03 | 2.226E+03 | 2.226E+03 | 2.219E+03 | 2.218E+03 |
STD | 3.480E+01 | 4.100E+00 | 1.504E+00 | 2.991E+00 | 6.152E+00 | 3.945E+00 | |
Fun42 | AVG | 2.544E+03 | 2.529E+03 | 2.529E+03 | 2.529E+03 | 2.529E+03 | 2.529E+03 |
STD | 4.476E+01 | 6.611E-04 | 9.090E-04 | 9.319E-04 | 9.916E-09 | 1.726E-11 | |
Fun43 | AVG | 2.549E+03 | 2.515E+03 | 2.517E+03 | 2.515E+03 | 2.517E+03 | 2.518E+03 |
STD | 7.828E+01 | 1.283E-01 | 1.273E-01 | 1.211E-01 | 1.734E-01 | 4.437E+01 | |
Fun44 | AVG | 2.811E+03 | 2.607E+03 | 2.692E+03 | 2.636E+03 | 2.790E+03 | 2.674E+03 |
STD | 3.054E+02 | 8.443E+00 | 5.233E+01 | 3.525E+01 | 1.874E+02 | 4.927E+01 | |
Fun45 | AVG | 2.867E+03 | 2.864E+03 | 2.871E+03 | 2.864E+03 | 2.869E+03 | 2.864E+03 |
STD | 7.189E+00 | 1.136E+00 | 7.552E+00 | 9.954E-01 | 6.641E+00 | 1.111E+00 |