Table 12 The comparison results of the algorithms with D = 50 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

3.778952Eāˆ’04

1.251700Eāˆ’04

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

5.351880Eāˆ’02

5.632131E+01

1.312583Eāˆ’01

1.676800Eāˆ’01

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

+\āˆ’\ā‰ˆ

19\9\2

20\10\0

30\0\0

30\0\0

26\4\0

30\0\0

19\10\1

Ā 
  1. Significant values are in [bold].