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Table 4 Results obtained by the application of unimodal functions

From: Development of particle swarm clustered optimization method for applications in applied sciences

Dimension

Result type

Result type

Algorithm

PSCO

PSO

AGPSO

DMOA

INFO

30

F1

Best

1.15 × 10–150

2.35 × 10–56

1.39 × 10–18

3.14 × 10–4

6.45 × 10–57

Worst

5.69 × 10–140

8.78 × 10–54

2.11 × 10–14

6.72 × 10–4

4.19 × 10–56

Average

4.37 × 10–141

1.90 × 10–54

6.09 × 10–15

4.78 × 10–4

2.17 × 10–56

Rank

1

3

4

5

2

F2

Best

6.67 × 10–1

6.67 × 10–1

6.67 × 10–1

5.9

6.67 × 10–1

Worst

6.67 × 10–1

6.67 × 10–1

6.67 × 10–1

8.35

6.67 × 10–1

Average

6.67 × 10–1

6.67 × 10–1

6.67 × 10–1

7.02

6.67 × 10–1

Rank

1

1

1

2

1

F3

Best

3.17 × 10–17

4.22 × 10–7

9.95 × 10–7

2.53 × 10+4

2.54 × 10–55

Worst

2.33 × 10–13

1.54 × 10–4

1.41 × 10–6

4.45 × 10+4

3.03 × 10–53

Average

2.91 × 10–14

3.62 × 10–5

3.27 × 10–7

3.48 × 10+4

1.07 × 10–53

Rank

2

4

3

5

1

50

F1

Best

1.03 × 10–76

5.82 × 10–30

4.16 × 10–18

8.67 × 10+2

8.49 × 10–57

Worst

6.88 × 10–71

1.5 × 10–27

1.5 × 10–13

1.17 × 10+3

2.09 × 10–55

Average

5.05 × 10–72

4.63 × 10–28

1.23 × 10–14

1.03 × 10+3

6.72 × 10–56

Rank

1

3

4

5

2

F2

Best

6.67 × 10–1

6.67 × 10–1

6.67 × 10–1

2 × 10+5

6.67 × 10–1

Worst

6.67 × 10–1

6.67 × 10–1

6.79 × 10–1

3.69 × 10+5

6.67 × 10–1

Average

6.67 × 10–1

6.67 × 10–1

6.68 × 10–1

2.97 × 10+5

6.67 × 10–1

Rank

1

1

1

2

1

F3

Best

2.29 × 10–3

1.70

9.64 × 10–1

1.31 × 10+5

1.2 × 10–53

Worst

6.37 × 10–1

7.20 × 10+1

5 × 10+3

2.11 × 10+5

2.43 × 10–52

Average

7.14 × 10–2

2.30 × 10+1

3.38 × 10+2

1.76 × 10+5

6.03 × 10–53

Rank

2

3

4

5

1

Final score

8

15

17

24

8

Final Rank

1

2

3

4

1