Table 4 The comparison results of the algorithms with Dā=ā10 on the mean value.
From: A novel intelligent global harmony search algorithm based on improved search stability strategy
| Ā | HS | IHS | GHS | SGHS | NGHS | IGHS | IMGHS | NIGHS |
|---|---|---|---|---|---|---|---|---|
F1 | 3.082666E+03 | 2.020484E+03 | 2.478741E+06 | 1.795477E+09 | 8.715283E+05 | 2.412697E+08 | 3.094714E+03 | 2.901400E+03 |
F2 | 5.804381E+00 | 1.759973Eā04 | 5.740117E+04 | 6.005960E+08 | 1.799283E+06 | 9.581213E+06 | 5.267846Eā03 | 2.523500Eā05 |
F3 | 1.881519E+02 | 0.000000E+00 | 4.781256E+02 | 8.778123E+03 | 2.860037E+04 | 2.492921E+02 | 3.258088Eā04 | 0.000000E+00 |
F4 | 7.900697E+00 | 1.437521E+00 | 2.025659E+01 | 1.659683E+02 | 3.052521E+01 | 4.171601E+01 | 8.607948E+00 | 2.071000Eā02 |
F5 | 1.030219E+01 | 1.122213E+01 | 1.309275E+01 | 6.800260E+01 | 2.191329E+01 | 2.266335E+01 | 2.639565E+01 | 1.253900E+01 |
F6 | 9.403317Eā02 | 8.171556Eā05 | 1.009651E+00 | 3.474500E+01 | 3.716404Eā01 | 5.500271E+00 | 5.574768Eā01 | 1.836300Eā04 |
F7 | 2.613325E+01 | 2.823423E+01 | 3.064339E+01 | 1.586002E+02 | 3.746180E+01 | 3.268580E+01 | 4.071237E+01 | 2.577100E+01 |
F8 | 1.192863E+01 | 1.173140E+01 | 1.304089E+01 | 6.557195E+01 | 2.240011E+01 | 1.539718E+01 | 2.897081E+01 | 1.212100E+01 |
F9 | 7.300692E+00 | 3.166298E+00 | 9.094351E+00 | 8.211847E+02 | 3.929799E+01 | 5.198562E+01 | 8.327323E+01 | 1.755500Eā03 |
F10 | 2.944702E+02 | 3.322621E+02 | 3.773298E+02 | 1.396437E+03 | 6.334111E+02 | 4.719387E+02 | 7.477017E+02 | 3.995800E+02 |
F11 | 8.778824E+00 | 7.199975E+00 | 5.350349E+01 | 2.732072E+02 | 1.181143E+03 | 3.139861E+02 | 1.560647E+01 | 8.246600E+00 |
F12 | 2.944940E+04 | 1.821888E+04 | 1.674412E+05 | 4.448335E+07 | 2.827314E+06 | 1.087194E+06 | 1.410872E+04 | 9.033500E+03 |
F13 | 1.127389E+04 | 9.387997E+03 | 1.056504E+04 | 1.098660E+05 | 1.227980E+04 | 3.917592E+04 | 1.104157E+04 | 6.631300E+03 |
F14 | 4.350979E+03 | 3.530541E+03 | 1.125284E+03 | 2.470030E+02 | 7.603385E+03 | 3.685508E+03 | 7.249377E+03 | 6.237800E+02 |
F15 | 7.059733E+03 | 3.964496E+03 | 1.788507E+03 | 2.249620E+03 | 7.506221E+03 | 5.939953E+03 | 6.494466E+03 | 4.739500E+02 |
F16 | 1.055355E+02 | 1.103884E+02 | 1.250154E+02 | 2.347308E+02 | 3.097281E+02 | 1.762647E+02 | 2.802027E+02 | 5.922600E+01 |
F17 | 1.426723E+01 | 1.083553E+01 | 1.634955E+01 | 1.195494E+02 | 7.421131E+01 | 3.055719E+01 | 7.351753E+01 | 1.744200E+01 |
F18 | 1.005348E+04 | 1.008759E+04 | 6.560328E+03 | 2.954954E+05 | 1.202098E+04 | 6.120147E+04 | 1.539021E+04 | 1.615400E+04 |
F19 | 6.979819E+03 | 4.296880E+03 | 3.762027E+03 | 3.439519E+03 | 1.043762E+04 | 1.699884E+04 | 7.224720E+03 | 3.131800E+03 |
F20 | 5.141061E+00 | 5.640003E+00 | 9.546239E+00 | 1.241029E+02 | 1.569869E+01 | 1.933959E+01 | 1.529432E+01 | 9.287800E+00 |
F21 | 2.159700E+02 | 2.157789E+02 | 1.602912E+02 | 1.408387E+02 | 2.304008E+02 | 1.764384E+02 | 2.313063E+02 | 1.695400E+02 |
F22 | 2.175381E+02 | 2.539634E+02 | 1.075333E+02 | 2.248813E+02 | 4.642687E+02 | 1.259881E+02 | 5.056432E+02 | 1.028900E+02 |
F23 | 3.202880E+02 | 3.191764E+02 | 3.209541E+02 | 3.684810E+02 | 3.371499E+02 | 3.269583E+02 | 3.472802E+02 | 3.180100E+02 |
F24 | 3.428243E+02 | 3.461528E+02 | 3.318026E+02 | 2.917620E+02 | 3.652043E+02 | 3.377379E+02 | 3.505659E+02 | 3.442900E+02 |
F25 | 4.379333E+02 | 4.344448E+02 | 4.347495E+02 | 5.395597E+02 | 4.284174E+02 | 4.565985E+02 | 4.304581E+02 | 4.363700E+02 |
F26 | 6.279758E+02 | 7.498397E+02 | 3.978881E+02 | 7.169434E+02 | 9.600913E+02 | 4.807348E+02 | 9.108461E+02 | 3.257400E+02 |
F27 | 4.008272E+02 | 4.022733E+02 | 3.994426E+02 | 4.419296E+02 | 4.369575E+02 | 4.058366E+02 | 4.316295E+02 | 4.033500E+02 |
F28 | 4.776499E+02 | 4.413097E+02 | 4.266373E+02 | 5.770697E+02 | 5.160939E+02 | 4.758310E+02 | 4.808126E+02 | 5.333500E+02 |
F29 | 2.736831E+02 | 2.717692E+02 | 2.849967E+02 | 3.953824E+02 | 3.862390E+02 | 2.931999E+02 | 3.607184E+02 | 2.823300E+02 |
F30 | 3.606427E+05 | 6.365299E+04 | 4.365094E+05 | 3.130071E+06 | 1.119669E+06 | 4.102011E+05 | 2.741200E+05 | 1.015300E+05 |
+\ā\ā | 20\7\3 | 15\8\7 | 22\8\0 | 27\3\0 | 27\3\0 | 28\2\0 | 27\3\0 | Ā |