Table 3 The comparison results of the algorithms with Dā=ā10 on the worst 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 | 1.231832E+04 | 1.090169E+04 | 1.038254E+07 | 4.093758E+09 | 4.208001E+06 | 9.586893E+08 | 1.124221E+04 | 1.263500E+04 |
F2 | 2.625019E+02 | 5.664594Eā04 | 8.560951E+05 | 3.398192E+09 | 4.651870E+07 | 2.297814E+08 | 1.640024Eā02 | 7.057900Eā05 |
F3 | 1.138191E+03 | 0.000000E+00 | 1.531837E+03 | 1.281439E+04 | 7.004171E+04 | 1.008941E+03 | 4.157738Eā03 | 1.007500Eā07 |
F4 | 6.884503E+01 | 2.904373E+00 | 1.368941E+02 | 3.075408E+02 | 1.340713E+02 | 1.649587E+02 | 7.061432E+01 | 7.525800Eā02 |
F5 | 1.989916E+01 | 2.487393E+01 | 2.795900E+01 | 8.026095E+01 | 4.899875E+01 | 4.748891E+01 | 5.173770E+01 | 3.183900E+01 |
F6 | 2.745874Eā01 | 1.773854Eā04 | 1.992980E+00 | 4.579928E+01 | 1.355952E+00 | 1.122363E+01 | 2.938838E+00 | 8.120000Eā04 |
F7 | 4.531029E+01 | 4.143209E+01 | 5.263342E+01 | 1.940923E+02 | 6.367052E+01 | 9.848080E+01 | 6.372838E+01 | 5.984700E+01 |
F8 | 2.487393E+01 | 2.388530E+01 | 2.268459E+01 | 8.053728E+01 | 3.981257E+01 | 3.280254E+01 | 6.069225E+01 | 2.288400E+01 |
F9 | 3.399866E+01 | 8.787487E+01 | 6.345611E+01 | 1.282380E+03 | 2.778143E+02 | 1.315383E+02 | 2.905574E+02 | 8.952800Eā02 |
F10 | 7.488411E+02 | 7.010806E+02 | 8.291345E+02 | 1.664528E+03 | 1.249577E+03 | 1.130559E+03 | 1.208578E+03 | 7.258400E+02 |
F11 | 2.260349E+01 | 1.612064E+01 | 2.187918E+02 | 4.617377E+02 | 1.064103E+04 | 3.060763E+03 | 3.782708E+01 | 2.593500E+01 |
F12 | 2.298911E+05 | 7.829182E+04 | 8.754664E+05 | 1.352892E+08 | 1.251907E+07 | 4.030087E+06 | 4.237088E+04 | 2.416100E+04 |
F13 | 3.019548E+04 | 3.032487E+04 | 3.714903E+04 | 5.040389E+05 | 7.931479E+04 | 7.258885E+05 | 3.133506E+04 | 2.780800E+04 |
F14 | 2.559073E+04 | 2.240602E+04 | 9.555968E+03 | 5.683712E+02 | 2.514045E+04 | 2.288734E+04 | 2.687459E+04 | 2.884000E+03 |
F15 | 2.944716E+04 | 2.689140E+04 | 8.180000E+03 | 4.942168E+03 | 3.056713E+04 | 2.109167E+04 | 2.504587E+04 | 2.831000E+03 |
F16 | 3.364097E+02 | 3.674062E+02 | 3.025834E+02 | 4.146982E+02 | 6.670600E+02 | 4.233521E+02 | 6.563134E+02 | 2.706500E+02 |
F17 | 5.954910E+01 | 6.051650E+01 | 5.279214E+01 | 1.753425E+02 | 3.483908E+02 | 1.360671E+02 | 3.679061E+02 | 3.812400E+01 |
F18 | 3.684615E+04 | 3.832474E+04 | 2.013971E+04 | 1.676919E+06 | 4.657002E+04 | 2.755740E+06 | 4.043231E+04 | 3.788600E+04 |
F19 | 2.915792E+04 | 2.473200E+04 | 1.718581E+04 | 1.279821E+04 | 3.102943E+04 | 3.946864E+05 | 3.067541E+04 | 2.228400E+04 |
F20 | 1.416370E+01 | 1.719463E+01 | 1.849811E+01 | 1.774211E+02 | 4.013346E+01 | 5.798615E+01 | 3.715748E+01 | 3.247600E+01 |
F21 | 2.483210E+02 | 2.386874E+02 | 2.282644E+02 | 1.719495E+02 | 2.858592E+02 | 2.513394E+02 | 2.880414E+02 | 2.228400E+02 |
F22 | 1.213739E+03 | 1.055891E+03 | 3.270883E+02 | 3.557524E+02 | 1.562200E+03 | 2.136217E+02 | 1.767806E+03 | 1.069600E+02 |
F23 | 3.390334E+02 | 3.407041E+02 | 3.430707E+02 | 4.087868E+02 | 5.011995E+02 | 3.675843E+02 | 4.410332E+02 | 3.433900E+02 |
F24 | 3.958463E+02 | 3.959774E+02 | 3.869858E+02 | 3.978114E+02 | 4.547225E+02 | 3.807829E+02 | 4.802603E+02 | 3.864000E+02 |
F25 | 4.627963E+02 | 4.523823E+02 | 4.548601E+02 | 6.287569E+02 | 5.360459E+02 | 5.044821E+02 | 4.723905E+02 | 4.953100E+02 |
F26 | 1.713723E+03 | 1.479190E+03 | 9.804514E+02 | 8.865611E+02 | 1.913963E+03 | 1.503976E+03 | 1.998004E+03 | 5.398000E+02 |
F27 | 4.793855E+02 | 4.485870E+02 | 4.148601E+02 | 4.598156E+02 | 5.078251E+02 | 4.249553E+02 | 5.162868E+02 | 4.275500E+02 |
F28 | 6.118218E+02 | 9.318129E+02 | 5.425620E+02 | 6.939276E+02 | 6.467194E+02 | 7.525179E+02 | 9.361800E+02 | 6.464800E+02 |
F29 | 3.651053E+02 | 3.199481E+02 | 4.285620E+02 | 4.454807E+02 | 5.001588E+02 | 3.944092E+02 | 5.826938E+02 | 3.907800E+02 |
F30 | 1.664787E+06 | 9.928557E+05 | 1.525941E+06 | 6.206628E+06 | 5.490934E+06 | 2.090498E+06 | 1.437498E+06 | 1.131800E+06 |
+\ā\ā | 20\10\0 | 18\12\0 | 20\10\0 | 27\3\0 | 30\0\0 | 28\2\0 | 28\2\0 | Ā |