Table 3 Results of Optimizers on Uni-modal, Simple Multi-modal test suites.

From: An enhanced version of Harris Hawks Optimization by dimension learning-based hunting for Breast Cancer Detection

F

MFO

SCA

Chimp

SBPO

f1-29

\(F_{min}\)

\(F_{max}\)

\(F_{min}\)

\(F_{max}\)

\(F_{min}\)

\(F_{max}\)

\(F_{min}\)

\(F_{max}\)

f1

1.03E+09

1.30E+11

1.68E+10

1.26E+11

2.44E+10

1.14E+11

6.03E+10

9.65E+10

f2

3.03E+03

2.36E+06

2.19E+03

2.17E+05

5.55E+03

1.03E+06

3.16E+04

3.16E+04

f3

9.99E+02

4.36E+04

2.65E+03

3.64E+04

5.42E+03

4.59E+04

6.54E+03

2.69E+04

f4

7.58E+02

1.12E+03

8.40E+02

1.24E+03

8.45E+02

1.20E+03

9.39E+02

1.07E+03

f5

6.20E+02

7.38E+02

6.73E+02

7.21E+02

6.71E+02

7.34E+02

6.90E+02

7.32E+02

f6

9.00E+02

3.67E+03

1.29E+03

3.98E+03

1.20E+03

3.55E+03

3.02E+03

3.06E+03

f7

9.85E+02

1.40E+03

1.13E+03

1.36E+03

1.12E+03

1.34E+03

1.23E+03

1.29E+03

f8

6.16E+03

4.33E+04

7.79E+03

4.66E+04

7.71E+03

4.63E+04

1.79E+04

1.87E+04

f9

6.29E+03

1.10E+04

8.75E+03

9.89E+03

8.31E+03

1.17E+04

7.31E+03

7.96E+03

f10

1.33E+03

1.05E+04

1.19E+03

2.16E+03

1.49E+03

9.47E+03

4.36E+04

8.86E+04

f11

2.75E+08

3.02E+10

1.33E+09

2.04E+10

4.75E+09

2.14E+10

8.90E+09

8.90E+09

f12

4.24E+05

4.99E+10

1.71E+09

2.14E+10

4.23E+09

2.93E+10

8.91E+09

3.66E+10

f13

2.73E+05

2.37E+07

1.83E+05

2.50E+07

2.27E+06

1.76E+07

1.85E+07

1.85E+07

f14

1.18E+09

8.07E+09

4.52E+07

1.30E+10

2.13E+07

7.38E+09

7.79E+09

7.79E+09

f15

3.20E+03

1.83E+04

3.72E+03

1.09E+04

4.61E+03

7.86E+03

5.28E+03

6.25E+03

f16

2.52E+03

1.16E+05

2.53E+03

3.53E+04

2.92E+03

4.15E+04

3.29E+03

8.08E+03

f17

1.18E+06

1.95E+09

5.84E+06

1.14E+09

6.01E+06

1.15E+09

1.30E+08

1.32E+08

f18

6.22E+04

1.30E+10

1.61E+08

9.39E+09

3.93E+06

1.14E+10

8.44E+09

1.44E+10

f19

2.70E+03

3.70E+03

2.96E+03

4.30E+03

3.34E+03

4.03E+03

3.25E+03

3.51E+03

f20

2.46E+03

2.99E+03

2.61E+03

2.96E+03

2.63E+03

2.92E+03

2.71E+03

2.76E+03

f21

7.13E+03

1.24E+04

1.02E+04

1.27E+04

1.00E+04

1.25E+04

8.72E+03

1.00E+04

f22

2.62E+03

2.79E+03

2.67E+03

2.78E+03

2.67E+03

2.86E+03

2.69E+03

2.72E+03

f23

2.98E+03

4.53E+03

3.31E+03

4.07E+03

3.33E+03

4.20E+03

3.23E+03

3.33E+03

f24

4.89E+03

1.92E+04

3.32E+03

1.31E+04

5.35E+03

1.73E+04

8.48E+03

1.34E+04

f25

5.80E+03

2.40E+04

7.59E+03

1.31E+04

7.54E+03

1.55E+04

9.18E+03

1.03E+04

f26

3.75E+03

9.49E+03

4.84E+03

8.33E+03

5.02E+03

9.75E+03

3.96E+03

4.26E+03

f27

6.89E+03

2.76E+04

9.16E+03

2.91E+04

7.45E+03

1.98E+04

1.08E+04

1.38E+04

f28

3.26E+03

4.26E+03

3.34E+03

3.73E+03

3.45E+03

3.90E+03

3.46E+03

3.87E+03

f29

7.88E+05

3.54E+09

2.30E+08

4.72E+09

1.39E+08

2.74E+09

2.25E+09

3.04E+09

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