Table 12 The comparison results of the algorithms with Dā=ā50 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 | 1.590451E+07 | 3.907115E+04 | 4.805588E+09 | 1.155079E+11 | 2.699914E+05 | 3.196065E+10 | 7.451278E+03 | 5.319800E+03 |
F2 | 1.629235E+40 | 3.397521E+33 | 1.799400E+56 | 4.725988E+73 | 1.288731E+50 | 1.464518E+62 | 3.778952Eā04 | 1.251700Eā04 |
F3 | 2.270806E+04 | 2.274243E+04 | 1.010417E+05 | 2.266084E+05 | 1.666602E+05 | 9.423376E+04 | 1.311104E+03 | 2.060300E+03 |
F4 | 2.140085E+02 | 1.953281E+02 | 7.345380E+02 | 2.763835E+04 | 1.432148E+02 | 4.920724E+03 | 3.369613E+01 | 7.086200E+01 |
F5 | 1.433658E+02 | 1.432072E+02 | 3.390869E+02 | 8.261421E+02 | 2.266139E+02 | 5.332249E+02 | 2.632654E+02 | 1.542200E+02 |
F6 | 1.142637E+00 | 1.242440E+00 | 1.476749E+01 | 1.027234E+02 | 5.351880Eā02 | 5.632131E+01 | 1.312583Eā01 | 1.676800Eā01 |
F7 | 2.650513E+02 | 2.629117E+02 | 5.639037E+02 | 2.965662E+03 | 2.723209E+02 | 7.983279E+02 | 3.835455E+02 | 2.444300E+02 |
F8 | 1.380375E+02 | 1.463104E+02 | 3.409246E+02 | 8.212735E+02 | 2.437805E+02 | 5.263346E+02 | 2.620628E+02 | 1.429500E+02 |
F9 | 1.416839E+03 | 1.753497E+03 | 6.316071E+03 | 4.626831E+04 | 5.332417E+03 | 1.822826E+04 | 8.448620E+03 | 2.105600E+03 |
F10 | 4.137539E+03 | 4.195931E+03 | 9.630819E+03 | 1.342648E+04 | 4.973065E+03 | 1.312238E+04 | 5.289105E+03 | 5.463600E+03 |
F11 | 4.504875E+02 | 2.057442E+02 | 1.486817E+03 | 2.039901E+04 | 6.783918E+03 | 2.113400E+03 | 1.674798E+02 | 1.211800E+02 |
F12 | 1.059572E+07 | 1.065257E+07 | 2.351800E+08 | 3.425085E+10 | 1.188365E+07 | 3.271057E+09 | 2.437640E+05 | 2.185300E+06 |
F13 | 9.126381E+03 | 8.131464E+03 | 1.525357E+06 | 1.085936E+10 | 1.751459E+05 | 1.605525E+07 | 9.078747E+03 | 9.899900E+03 |
F14 | 1.924467E+05 | 6.992403E+04 | 2.720629E+06 | 9.194658E+06 | 6.793255E+06 | 1.242455E+06 | 3.347240E+04 | 7.275900E+04 |
F15 | 9.303842E+03 | 7.397000E+03 | 1.298617E+05 | 3.010678E+09 | 8.930509E+04 | 3.905566E+05 | 1.110092E+04 | 1.708200E+04 |
F16 | 1.783052E+03 | 1.666879E+03 | 2.070131E+03 | 5.504998E+03 | 2.262889E+03 | 3.621052E+03 | 2.194528E+03 | 1.399800E+03 |
F17 | 1.180549E+03 | 1.210225E+03 | 1.420055E+03 | 4.938618E+03 | 1.630942E+03 | 2.183051E+03 | 1.698985E+03 | 1.018100E+03 |
F18 | 2.439978E+06 | 9.011033E+05 | 1.088339E+07 | 4.581218E+07 | 9.811066E+06 | 5.760661E+06 | 1.475907E+05 | 3.585100E+05 |
F19 | 1.689568E+04 | 1.630419E+04 | 8.573691E+04 | 9.926634E+08 | 2.151534E+04 | 2.510438E+05 | 1.973871E+04 | 3.257800E+04 |
F20 | 1.036089E+03 | 1.056018E+03 | 1.139860E+03 | 1.977251E+03 | 1.282583E+03 | 1.550433E+03 | 1.330054E+03 | 7.105400E+02 |
F21 | 3.426018E+02 | 3.385712E+02 | 5.461143E+02 | 1.028874E+03 | 4.600252E+02 | 7.358044E+02 | 4.786187E+02 | 3.446600E+02 |
F22 | 4.993967E+03 | 4.963820E+03 | 1.045070E+04 | 1.389557E+04 | 6.118906E+03 | 1.219152E+04 | 6.424262E+03 | 6.730300E+03 |
F23 | 5.906586E+02 | 5.983694E+02 | 8.118768E+02 | 1.658512E+03 | 6.996731E+02 | 1.098604E+03 | 7.541392E+02 | 5.776900E+02 |
F24 | 6.524504E+02 | 6.309307E+02 | 9.678781E+02 | 1.790192E+03 | 1.235010E+03 | 1.141504E+03 | 1.224072E+03 | 6.565000E+02 |
F25 | 5.963229E+02 | 5.840070E+02 | 1.012247E+03 | 1.671093E+04 | 5.816009E+02 | 3.323002E+03 | 5.584962E+02 | 5.292800E+02 |
F26 | 2.848024E+03 | 2.976773E+03 | 5.082305E+03 | 1.449128E+04 | 3.904785E+03 | 7.616505E+03 | 4.713186E+03 | 2.827800E+03 |
F27 | 6.701314E+02 | 6.858194E+02 | 8.658425E+02 | 2.625309E+03 | 9.062002E+02 | 1.384745E+03 | 9.657826E+02 | 6.745200E+02 |
F28 | 5.604839E+02 | 5.521116E+02 | 1.052934E+03 | 9.428823E+03 | 5.330770E+02 | 3.033216E+03 | 4.944299E+02 | 4.877600E+02 |
F29 | 1.045989E+03 | 1.033800E+03 | 1.568952E+03 | 8.428604E+03 | 1.566282E+03 | 3.344824E+03 | 1.557713E+03 | 9.328100E+02 |
F30 | 1.193221E+06 | 1.191038E+06 | 6.764392E+06 | 2.322438E+09 | 8.132439E+06 | 5.058966E+07 | 9.895572E+05 | 8.498800E+05 |
+\ā\ā | 19\9\2 | 20\10\0 | 30\0\0 | 30\0\0 | 26\4\0 | 30\0\0 | 19\10\1 | Ā |