Table 11 The comparison results of the algorithms with Dā=ā50 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 | 3.165234E+07 | 1.211186E+06 | 6.554941E+09 | 1.469362E+11 | 7.122064E+05 | 3.960310E+10 | 3.212907E+04 | 2.348900E+04 |
F2 | 8.296359E+41 | 1.388760E+35 | 9.010779E+57 | 5.805540E+74 | 6.572528E+51 | 3.242183E+63 | 1.086282Eā03 | 1.352600Eā03 |
F3 | 3.280005E+04 | 3.525283E+04 | 1.329954E+05 | 2.636805E+05 | 2.852862E+05 | 1.154549E+05 | 8.779205E+03 | 1.256800E+04 |
F4 | 3.544831E+02 | 3.769739E+02 | 1.076862E+03 | 4.074119E+04 | 2.484170E+02 | 6.475148E+03 | 1.179991E+02 | 1.804000E+02 |
F5 | 2.268882E+02 | 1.986447E+02 | 4.347801E+02 | 8.919588E+02 | 3.124606E+02 | 5.932317E+02 | 3.900188E+02 | 2.298300E+02 |
F6 | 1.702790E+00 | 2.389538E+00 | 1.992304E+01 | 1.122076E+02 | 1.821650Eā01 | 6.923466E+01 | 2.954765Eā01 | 3.772300Eā01 |
F7 | 3.621688E+02 | 3.688003E+02 | 6.665588E+02 | 3.500934E+03 | 3.837618E+02 | 9.042958E+02 | 5.273219E+02 | 3.144500E+02 |
F8 | 2.278035E+02 | 2.063107E+02 | 4.047163E+02 | 8.799094E+02 | 4.418241E+02 | 5.728057E+02 | 3.860409E+02 | 2.009800E+02 |
F9 | 3.837860E+03 | 4.302979E+03 | 1.396394E+04 | 5.504242E+04 | 1.209624E+04 | 2.841323E+04 | 1.979137E+04 | 1.413200E+04 |
F10 | 5.846698E+03 | 5.931644E+03 | 1.197453E+04 | 1.418743E+04 | 6.980447E+03 | 1.375193E+04 | 6.435420E+03 | 1.375200E+04 |
F11 | 1.300138E+03 | 1.041661E+03 | 3.643487E+03 | 2.724348E+04 | 2.134862E+04 | 3.724668E+03 | 2.916687E+02 | 2.204000E+02 |
F12 | 2.422872E+07 | 3.867203E+07 | 5.269063E+08 | 5.436939E+10 | 3.080194E+07 | 4.968224E+09 | 6.745627E+05 | 5.295100E+06 |
F13 | 3.818491E+04 | 3.457127E+04 | 4.117037E+06 | 1.869300E+10 | 1.698476E+06 | 6.365039E+07 | 3.823958E+04 | 3.795900E+04 |
F14 | 6.367041E+05 | 1.940049E+05 | 6.812386E+06 | 1.576265E+07 | 1.837013E+07 | 3.621086E+06 | 9.068309E+04 | 2.722000E+05 |
F15 | 2.290922E+04 | 1.807920E+04 | 4.080654E+05 | 5.066036E+09 | 2.761270E+05 | 2.456934E+06 | 2.072477E+04 | 1.829000E+04 |
F16 | 2.749820E+03 | 2.411354E+03 | 3.164141E+03 | 6.142292E+03 | 3.169898E+03 | 4.185834E+03 | 3.130631E+03 | 2.238500E+03 |
F17 | 1.864170E+03 | 1.752337E+03 | 2.052643E+03 | 6.178939E+03 | 2.673709E+03 | 2.522315E+03 | 2.568920E+03 | 1.565700E+03 |
F18 | 8.717833E+06 | 4.023688E+06 | 3.772368E+07 | 7.369686E+07 | 4.130364E+07 | 1.844258E+07 | 3.485325E+05 | 9.428300E+05 |
F19 | 4.246256E+04 | 4.250573E+04 | 1.894741E+05 | 2.280208E+09 | 5.664085E+04 | 3.943316E+06 | 4.256946E+04 | 4.257200E+04 |
F20 | 1.594840E+03 | 1.591007E+03 | 1.834600E+03 | 2.222266E+03 | 2.149430E+03 | 2.045652E+03 | 1.933758E+03 | 1.959800E+03 |
F21 | 4.005323E+02 | 3.977943E+02 | 6.388313E+02 | 1.105549E+03 | 5.756700E+02 | 8.071128E+02 | 5.653965E+02 | 4.081800E+02 |
F22 | 6.466861E+03 | 6.958919E+03 | 1.247217E+04 | 1.458986E+04 | 7.708544E+03 | 1.436021E+04 | 8.561889E+03 | 1.419700E+04 |
F23 | 7.055391E+02 | 7.683508E+02 | 9.426123E+02 | 1.823880E+03 | 8.389685E+02 | 1.182242E+03 | 9.509353E+02 | 6.682500E+02 |
F24 | 8.829180E+02 | 9.220994E+02 | 1.038913E+03 | 2.069423E+03 | 1.708605E+03 | 1.238148E+03 | 1.649787E+03 | 7.674300E+02 |
F25 | 6.435229E+02 | 6.565677E+02 | 1.294107E+03 | 2.294790E+04 | 6.480245E+02 | 4.632676E+03 | 6.433201E+02 | 5.809700E+02 |
F26 | 3.563530E+03 | 3.616021E+03 | 6.093491E+03 | 1.692760E+04 | 5.710282E+03 | 8.813710E+03 | 7.749841E+03 | 3.977000E+03 |
F27 | 8.751784E+02 | 9.725776E+02 | 1.032377E+03 | 2.997552E+03 | 1.184249E+03 | 1.627493E+03 | 1.354702E+03 | 8.176200E+02 |
F28 | 6.625035E+02 | 6.535327E+02 | 1.458742E+03 | 1.201106E+04 | 6.180835E+02 | 3.615580E+03 | 6.379328E+02 | 5.888200E+02 |
F29 | 1.680448E+03 | 1.602945E+03 | 2.280341E+03 | 1.156650E+04 | 2.319713E+03 | 4.008847E+03 | 2.409903E+03 | 1.634700E+03 |
F30 | 2.454504E+06 | 2.144837E+06 | 1.215037E+07 | 3.368960E+09 | 3.582752E+08 | 1.095137E+08 | 1.540380E+06 | 1.162500E+06 |
+\ā\ā | 22\8\0 | 18\12\0 | 26\4\0 | 30\0\0 | 26\4\0 | 29\1\0 | 19\8\3 | Ā |