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Table 8 Performance comparisons OTLBO, JADE, jDE ,SaDE,CoDE, EPSDE

From: A teaching learning based optimization based on orthogonal design for solving global optimization problems

Function

FEs

 

SaDE

jDE

JADE

CoDE

EPSDE

OTLBO

Significant

Sphere

1.5× 105

Mean

4.5e-20

2.5e-28

1.8e-60

1.12e-31

1.53e-85

0

+

  

Std

1.9e-14

3.5e-28

8.4e-60

3.45-31

9.01e-86

0

 

Schwefel 2.22

2.0× 105

Mean

1.9e-14

1.5e-23

1.8e-25

1.22e-23

3.18e-54

0

+

  

Std

1.1e-14

1.0e-23

8.8e-25

3.90e-23

3.11e-54

0

 

Schwefel 1.2

5.0× 105

Mean

9.0e-37

5.2e-14

5.7e-61

7.86e-31

4.81e-76

0

+

  

Std

5.4e-36

1.1e-13

2.7e-60

1.86e-32

1.90e-76

0

 

Step

1.0× 104

Mean

9.3e+02

1.0e+03

2.9e+0

3.00e+00

0

0

NA

  

Std

1.8e+02

2.2e+02

1.2e+0

1.90E+00

0

0

 

Rastrigin

1.0× 105

Mean

1.2e-03

1.5e-04

1.0e-04

1.21e-01

0

0

NA

  

Std

6.5e-04

2.0e-04

6.0e-05

3.89e-02

0

0

 

Schwefel 2.21

5.0× 105.

Mean

7.4e-11

1.4e-15

8.2e-24

2.44e-27

1.94e-2

0

+

  

Std

1.82e-10

1.0e-15

4.0e-23

1.89e-27

8.90e-4

0

 

kley

5.0× 104

Mean

2.7e-03

3.5e-04

8.2e-10

1.18e-04

5.36e-13

2.78e-15

+

  

Std

5.1e-04

1.0e-04

6.9e-10

4.90e-04

4.77e-14

1.56e-15

 

Griewank

5.0× 104

Mean

7.8e-04

1.9e-05

9.9e-08

1.74e-07

0

0

NA

  

Std

1.2e-03

5.8e-05

6.0e-07

2.33e-07

0

0