IEEE Computational Intelligence Magazine - February 2023 - 101

TABLE X Results on 100D test functions of CEC 2018.
cDE
MEAN
F1
F3
F4
F5
F6
F7
F8
F9
F10
F11
F12
F13
F14
F15
F16
F17
F18
F19
F20
F21
F22
F23
F24
F25
F26
F27
F28
F29
F30
BM
y=
=x
1.93e+03x
6.77e+01x
2.14e+02x
5.53e+02x
4.06e-01x
7.36e+02x
5.54e+02x
1.89e+03x
1.80e+04x
1.18e+03x
5.35e+05x
4.92e+03x
4.69e+03x
3.65e+03x
4.61e+03x
3.55e+03x
4.97e+04x
4.91e+03x
3.43e+03x
7.81e+02x
1.90e+04x
8.67e+02x
1.38e+03x
7.58e+02
8.56e+03x
8.28e+02x
5.54e+02x
3.40e+03x
7.35e+03x
0(0)
0/1/28(0/1/23)
STD
2.99e+03
6.37e+01
3.15e+01
3.34e+01
5.09e-01
4.11e+01
3.55e+01
1.21e+03
4.42e+02
2.39e+02
3.20e+05
5.63e+03
7.02e+03
5.62e+03
3.03e+02
2.52e+02
1.77e+04
7.31e+03
2.18e+02
3.91e+01
5.78e+02
2.46e+01
3.72e+01
5.41e+01
4.62e+02
9.80e+01
2.74e+01
3.31e+02
3.53e+03
MEAN
2.46e+07x
1.31e+04x
3.05e+02x
7.74e+02x
1.64e+01x
9.04e+02x
7.72e+02x
6.08e+03x
2.22e+04x
7.01e+02x
5.37e+06x
4.79e+03x
3.53e+02x
6.77e+02x
5.16e+03x
3.42e+03x
5.32e+02x
3.01e+02x
3.18e+03x
1.00e+03x
2.34e+04x
1.18e+03x
1.62e+03x
8.71e+02x
1.07e+04x
8.46e+02x
6.75e+02x
4.05e+03x
1.48e+04x
0(0)
0/0/29(0/0/24)
CoBiDE
jSO
STD
5.12e+06
2.51e+03
2.33e+01
3.32e+01
1.74e+00
3.86e+01
2.30e+01
1.64e+03
5.39e+02
4.18e+01
1.49e+06
6.90e+02
1.81e+01
4.02e+01
3.11e+02
1.88e+02
6.24e+01
2.13e+01
2.00e+02
2.74e+01
6.05e+02
1.80e+01
2.64e+01
2.72e+01
3.17e+02
4.38e+01
2.15e+01
2.45e+02
2.00e+03
MEAN
0.00e+00
2.39e-06x
1.89e+02x
4.39e+01x
2.02e-04x
1.44e+02x
4.21e+01x
4.59e-02
9.70e+03x
1.13e+02x
1.84e+04x
1.44e+02x
6.43e+01x
1.62e+02x
1.85e+03x
1.27e+03x
1.67e+02x
1.04e+02x
1.37e+03x
2.63e+02x
1.02e+04x
5.71e+02x
9.02e+02x
7.36e+02
3.26e+03x
5.85e+02y
5.26e+02
1.25e+03
2.32e+03y
6(4)
2/5/22(2/3/19)
STD
0.00e+00
2.72e-06
2.89e+01
5.60e+00
6.19e-04
6.70e+00
5.52e+00
1.14e-01
6.81e+02
4.32e+01
8.35e+03
3.80e+01
1.08e+01
3.80e+01
3.48e+02
2.38e+02
3.64e+01
2.00e+01
2.42e+02
6.42e+00
2.18e+03
1.07e+01
7.89e+00
3.53e+01
8.01e+01
2.16e+01
2.73e+01
1.91e+02
1.18e+02
MEAN
0.00e+00
0.00e+00
9.71e+00
4.03e+00
9.03e-08
1.09e+02
3.12e+00
3.35e-01
1.34e+03
3.04e+01
8.51e+02
4.57e+01
1.96e+01
1.01e+02
1.28e+03
5.41e+02
4.00e+00
2.03e+01
5.14e+02
2.22e+02
2.92e+02
5.45e+02
8.44e+02
7.41e+02
2.35e+03
6.39e+02
4.80e+02
1.28e+03
2.68e+03
24(20)
DQ-HSES
STD
0.00e+00
0.00e+00
3.66e+01
2.17e+00
2.41e-08
1.18e+00
1.84e+00
6.81e-01
3.97e+02
4.01e+01
2.76e+02
9.86e+00
6.32e+00
1.98e+01
8.44e+02
3.01e+02
6.74e+00
2.28e+01
2.44e+02
3.18e+00
6.76e+02
7.67e+00
6.92e+00
3.91e+01
1.21e+02
9.95e+00
9.88e+01
2.93e+02
1.26e+02
TABLE XI The APS values obtained by cDE, CoBiDE, jSO, HSES, Q-HSES, and DQ-HSES.
DIM.
10D
30D
50D
cDE
100D
Avg.
W. Avg.
2.250
3.958
4.167
4.083
3.615
3.779
CoBiDE
0.875
2.750
4.083
4.792
3.125
3.812
jSO
0.958
1.375
1.583
2.333
1.562
1.779
HSES
1.792
1.333
0.875
0.375
1.094
0.858
Q-HSES
1.750
0.833
0.667
0.208
0.865
0.625
DQ-HSES
1.667
0.792
0.708
0.167
0.833
0.604
FEBRUARY 2023 | IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 101
IEEE Computational Intelligence Magazine - February 2023

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