Table 5 Comparing investigation between the recommended IWSO algorithm and the other algorithms.

From: Empowering telecommunication towers employing improved war strategy optimization method

Function

Indicator

AVOA

DMO

TSA

OSA

PIO

IWSO

F1

Best

2.63

114.19

1.73

67.90

1.91

1.85

Mean

12.81

319.34

15.84

196.33

13.07

9.02

Std

12.48

153.52

9.74

106.02

8.14

11.83

F2

Best

7.23

3.87

5.78

2.08

5.15

0.08

Mean

71.39

51.56

75.68

40.82

42.97

0.00

Std

54.70

52.31

50.07

29.89

45.80

0.33

F3

Best

2.63

49.18

0.02

43.04

0.01

0.01

Mean

11.80

40.70

0.04

23.68

0.04

0.03

Std

8.25

10.38

0.01

8.97

0.01

0.01

F4

Best

9.33

7.09

0.11

5.01

0.07

0.13

Mean

10.63

5.35

0.27

4.67

0.17

0.25

Std

2.83

1.48

0.15

0.81

0.14

0.06

F5

Best

0.16

3.78

0.00

2.65

0.00

0.00

Mean

1.62

7.62

0.01

7.06

0.00

0.01

Std

1.40

1.93

0.00

1.89

0.00

0.00

F6

Best

2.28

0.15

0.00

0.13

0.00

0.00

Mean

1.09

0.98

0.00

0.75

0.00

0.00

Std

1.59

1.89

0.00

1.71

0.00

0.00

F7

Best

0.72

0.71

0.55

0.58

0.31

0.57

Mean

1.74

1.11

1.51

0.71

1.32

0.89

Std

0.24

0.27

0.18

0.14

0.11

0.18

F8

Best

13.82

8.67

9.79

7.45

8.41

9.80

Mean

18.51

17.77

20.93

16.05

10.54

10.05

Std

6.65

4.25

5.49

3.27

4.68

5.45

F9

Best

0.16

10.05

0.00

6.03

0.00

0.00

Mean

2.13

35.82

0.00

34.63

0.00

0.00

Std

1.94

24.65

0.00

24.25

0.00

0.00

F10

Best

4.63

3.06

0.18

2.88

0.11

0.19

Mean

9.58

15.83

3.44

14.54

2.72

2.26

Std

6.45

9.36

6.24

5.30

5.92

4.10

F11

Best

0.19

0.11

0.00

0.06

0.00

0.00

Mean

0.32

0.19

0.01

0.18

0.01

0.01

Std

0.14

0.08

0.00

0.06

0.00

0.00

F12

Best

0.00

0.00

0.00

0.00

0.00

0.00

Mean

0.00

0.00

0.00

0.00

0.00

0.00

Std

0.00

0.00

0.00

0.00

0.00

0.00