Table 7 The comparison results of the algorithms with D = 30 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

2.072044E+04

1.744687E+04

4.643647E+08

5.800895E+10

6.277895E+05

8.835646E+09

2.096193E+04

2.081100E+04

F2

6.491563E+13

1.387694E+12

1.171382E+26

8.175159E+40

5.221311E+22

9.426971E+31

8.500180Eāˆ’03

1.288300Eāˆ’04

F3

1.097459E+04

1.583807E+04

4.796008E+04

1.313875E+05

2.322391E+05

3.936810E+04

9.086220E+03

1.064900Eāˆ’05

F4

1.845267E+02

1.472882E+02

2.499712E+02

1.246151E+04

1.984702E+02

1.426510E+03

6.411747E+01

1.092400E+02

F5

1.213845E+02

1.074553E+02

1.502890E+02

4.622845E+02

2.201519E+02

2.973286E+02

2.318238E+02

1.333200E+02

F6

6.028584Eāˆ’01

2.172649Eāˆ’01

8.496970E+00

9.372626E+01

2.989244Eāˆ’01

4.675106E+01

6.297507Eāˆ’01

6.227700Eāˆ’01

F7

1.752455E+02

1.824142E+02

2.791493E+02

1.671383E+03

2.532590E+02

4.331519E+02

3.223059E+02

1.759500E+02

F8

1.223795E+02

1.164097E+02

1.600059E+02

4.231056E+02

2.100051E+02

2.645997E+02

2.198843E+02

9.651100E+01

F9

1.587352E+03

2.042237E+03

3.370909E+03

1.650976E+04

8.091164E+03

6.002449E+03

7.129785E+03

1.024000E+03

F10

3.143604E+03

3.418866E+03

4.915291E+03

7.838171E+03

4.391321E+03

7.544039E+03

4.365324E+03

7.664400E+03

F11

5.820558E+02

1.172088E+02

1.033293E+03

8.029528E+03

1.913853E+04

1.244433E+03

1.823572E+02

1.659000E+02

F12

8.200471E+06

4.805210E+06

2.535490E+07

7.619030E+09

1.381693E+07

2.580293E+08

1.793248E+05

1.735000E+06

F13

6.110421E+04

6.116948E+04

5.716129E+06

3.828686E+09

5.436535E+05

3.431695E+06

6.214898E+04

6.109100E+04

F14

3.064803E+05

6.889374E+04

1.215528E+06

9.451569E+05

8.315814E+06

1.079273E+06

6.200836E+04

5.158200E+04

F15

4.135316E+04

3.795285E+04

8.669585E+04

4.589281E+08

2.302278E+05

2.271913E+06

3.393528E+04

8.366400E+03

F16

1.435014E+03

1.435238E+03

1.560175E+03

3.196043E+03

1.990081E+03

2.250118E+03

2.185376E+03

1.240500E+03

F17

7.576402E+02

7.571216E+02

9.397974E+02

1.670400E+03

1.101852E+03

6.877205E+02

1.412618E+03

6.540300E+02

F18

9.011841E+05

1.277854E+06

6.149307E+06

1.597349E+07

1.902476E+07

5.001350E+06

4.178598E+05

4.082400E+05

F19

5.135418E+04

4.826647E+04

1.659111E+05

5.181274E+08

1.495130E+05

1.215384E+06

5.292185E+04

5.439200E+04

F20

8.560076E+02

7.366954E+02

8.170349E+02

9.586575E+02

1.220214E+03

6.728616E+02

1.223491E+03

5.353900E+02

F21

3.681478E+02

3.525013E+02

3.868032E+02

6.211403E+02

4.084442E+02

4.787967E+02

4.814684E+02

2.930600E+02

F22

3.818090E+03

3.428020E+03

5.056001E+03

6.616301E+03

4.901014E+03

7.340415E+03

5.486943E+03

1.034000E+02

F23

4.858749E+02

4.940197E+02

5.406275E+02

1.031957E+03

6.090156E+02

6.953638E+02

6.277485E+02

4.412300E+02

F24

5.831273E+02

6.044994E+02

6.634224E+02

1.089566E+03

9.512382E+02

7.458484E+02

1.080535E+03

5.429400E+02

F25

4.521908E+02

4.270659E+02

6.406562E+02

5.158935E+03

4.706405E+02

8.113083E+02

4.497501E+02

4.241500E+02

F26

2.552411E+03

2.805988E+03

3.191595E+03

7.671484E+03

4.702895E+03

4.553354E+03

4.560004E+03

2.125900E+03

F27

5.661699E+02

5.602909E+02

5.723595E+02

1.237746E+03

6.962743E+02

6.835318E+02

6.346156E+02

5.397700E+02

F28

5.322946E+02

4.724356E+02

6.685127E+02

4.208768E+03

5.056967E+02

1.164292E+03

4.666402E+02

4.832900E+02

F29

1.156735E+03

1.285325E+03

1.354054E+03

3.108322E+03

1.496460E+03

1.948742E+03

1.620953E+03

9.737000E+02

F30

2.362344E+04

7.782387E+04

3.191253E+06

4.248251E+08

1.194065E+06

3.074036E+07

2.195591E+04

2.154600E+04

+\āˆ’\ā‰ˆ

24\6\0

23\7\0

29\1\0

30\0\0

28\2\0

29\1\0

26\4\0

Ā 
  1. Significant values are in [bold].