Table 5 Rank of the algorithms for the multimodal problems and dimensions 10-D and 30-D
From: The q-G method
10-D | 30-D | ||||||
|---|---|---|---|---|---|---|---|
Algorithms | Average | SF | Average | Algorithms | Average | SF | Average |
SR (%) | SP | SR (%) | SP | ||||
G-CMA-ES | 69 | 6 | 7.53e+04 | G-CMA-ES | 41 | 6 | 1.41e+06 |
L-SaDE | 59 | 5 | 6.06e+04 | q-G | 41 | 3 | 4.51e+04 |
DMS-L-PSO | 54 | 5 | 5.18e+04 | K-PCX | 35 | 5 | 2.07e+05 |
K-PCX | 47 | 4 | 2.99e+04 | DMS-L-PSO | 30 | 3 | 6.33e+05 |
q-G | 43 | 3 | 5.67e+03 | L-CMA-ES | 29 | 2 | 3.56e+04 |
DE | 39 | 6 | 6.91e+05 | BLX-GL50 | 29 | 2 | 1.38e+05 |
BLX-GL50 | 29 | 4 | 9.42e+04 | L-SaDE | 23 | 2 | 1.17e+05 |
L-CMA-ES | 35 | 3 | 3.64e+04 | SD | 14 | 1 | 2.28e+04 |
EDA | 21 | 4 | 1.68e+05 | EDA | 14 | 1 | 1.31e+05 |
BLX-MA | 13 | 2 | 1.87e+05 | DE | 13 | 1 | 2.00e+05 |
SPC-PNX | 1 | 2 | 1.45e+05 | SPC-PNX | 10 | 2 | 2.79e+05 |
SD | 1 | 1 | 3.55e+05 | CoEVO | 6 | 1 | 5.69e+05 |
CoEVO | 0 | 0 | – | BLX-MA | 5 | 1 | 6.58e+05 |