Table 4 The comparison results of the algorithms with D = 10 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

3.082666E+03

2.020484E+03

2.478741E+06

1.795477E+09

8.715283E+05

2.412697E+08

3.094714E+03

2.901400E+03

F2

5.804381E+00

1.759973Eāˆ’04

5.740117E+04

6.005960E+08

1.799283E+06

9.581213E+06

5.267846Eāˆ’03

2.523500Eāˆ’05

F3

1.881519E+02

0.000000E+00

4.781256E+02

8.778123E+03

2.860037E+04

2.492921E+02

3.258088Eāˆ’04

0.000000E+00

F4

7.900697E+00

1.437521E+00

2.025659E+01

1.659683E+02

3.052521E+01

4.171601E+01

8.607948E+00

2.071000Eāˆ’02

F5

1.030219E+01

1.122213E+01

1.309275E+01

6.800260E+01

2.191329E+01

2.266335E+01

2.639565E+01

1.253900E+01

F6

9.403317Eāˆ’02

8.171556Eāˆ’05

1.009651E+00

3.474500E+01

3.716404Eāˆ’01

5.500271E+00

5.574768Eāˆ’01

1.836300Eāˆ’04

F7

2.613325E+01

2.823423E+01

3.064339E+01

1.586002E+02

3.746180E+01

3.268580E+01

4.071237E+01

2.577100E+01

F8

1.192863E+01

1.173140E+01

1.304089E+01

6.557195E+01

2.240011E+01

1.539718E+01

2.897081E+01

1.212100E+01

F9

7.300692E+00

3.166298E+00

9.094351E+00

8.211847E+02

3.929799E+01

5.198562E+01

8.327323E+01

1.755500Eāˆ’03

F10

2.944702E+02

3.322621E+02

3.773298E+02

1.396437E+03

6.334111E+02

4.719387E+02

7.477017E+02

3.995800E+02

F11

8.778824E+00

7.199975E+00

5.350349E+01

2.732072E+02

1.181143E+03

3.139861E+02

1.560647E+01

8.246600E+00

F12

2.944940E+04

1.821888E+04

1.674412E+05

4.448335E+07

2.827314E+06

1.087194E+06

1.410872E+04

9.033500E+03

F13

1.127389E+04

9.387997E+03

1.056504E+04

1.098660E+05

1.227980E+04

3.917592E+04

1.104157E+04

6.631300E+03

F14

4.350979E+03

3.530541E+03

1.125284E+03

2.470030E+02

7.603385E+03

3.685508E+03

7.249377E+03

6.237800E+02

F15

7.059733E+03

3.964496E+03

1.788507E+03

2.249620E+03

7.506221E+03

5.939953E+03

6.494466E+03

4.739500E+02

F16

1.055355E+02

1.103884E+02

1.250154E+02

2.347308E+02

3.097281E+02

1.762647E+02

2.802027E+02

5.922600E+01

F17

1.426723E+01

1.083553E+01

1.634955E+01

1.195494E+02

7.421131E+01

3.055719E+01

7.351753E+01

1.744200E+01

F18

1.005348E+04

1.008759E+04

6.560328E+03

2.954954E+05

1.202098E+04

6.120147E+04

1.539021E+04

1.615400E+04

F19

6.979819E+03

4.296880E+03

3.762027E+03

3.439519E+03

1.043762E+04

1.699884E+04

7.224720E+03

3.131800E+03

F20

5.141061E+00

5.640003E+00

9.546239E+00

1.241029E+02

1.569869E+01

1.933959E+01

1.529432E+01

9.287800E+00

F21

2.159700E+02

2.157789E+02

1.602912E+02

1.408387E+02

2.304008E+02

1.764384E+02

2.313063E+02

1.695400E+02

F22

2.175381E+02

2.539634E+02

1.075333E+02

2.248813E+02

4.642687E+02

1.259881E+02

5.056432E+02

1.028900E+02

F23

3.202880E+02

3.191764E+02

3.209541E+02

3.684810E+02

3.371499E+02

3.269583E+02

3.472802E+02

3.180100E+02

F24

3.428243E+02

3.461528E+02

3.318026E+02

2.917620E+02

3.652043E+02

3.377379E+02

3.505659E+02

3.442900E+02

F25

4.379333E+02

4.344448E+02

4.347495E+02

5.395597E+02

4.284174E+02

4.565985E+02

4.304581E+02

4.363700E+02

F26

6.279758E+02

7.498397E+02

3.978881E+02

7.169434E+02

9.600913E+02

4.807348E+02

9.108461E+02

3.257400E+02

F27

4.008272E+02

4.022733E+02

3.994426E+02

4.419296E+02

4.369575E+02

4.058366E+02

4.316295E+02

4.033500E+02

F28

4.776499E+02

4.413097E+02

4.266373E+02

5.770697E+02

5.160939E+02

4.758310E+02

4.808126E+02

5.333500E+02

F29

2.736831E+02

2.717692E+02

2.849967E+02

3.953824E+02

3.862390E+02

2.931999E+02

3.607184E+02

2.823300E+02

F30

3.606427E+05

6.365299E+04

4.365094E+05

3.130071E+06

1.119669E+06

4.102011E+05

2.741200E+05

1.015300E+05

+\āˆ’\ā‰ˆ

20\7\3

15\8\7

22\8\0

27\3\0

27\3\0

28\2\0

27\3\0

Ā 
  1. Significant values are in [bold].