Table 4 Rank of the algorithms for the unimodal 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 | 100 | 5 | 3.85e+03 | G-CMA-ES | 88 | 5 | 3.70e+04 |
EDA | 98 | 5 | 1.46e+04 | L-CMA-ES | 80 | 4 | 3.32e+04 |
DE | 96 | 5 | 5.68e+04 | EDA | 80 | 4 | 1.81e+05 |
L-CMA-ES | 86 | 5 | 4.20e+04 | DMS-L-PSO | 57 | 3 | 1.57e+05 |
BLX-GL50 | 80 | 4 | 3.22e+04 | SPC-PNX | 53 | 3 | 2.36e+05 |
CoEVO | 80 | 4 | 3.53e+04 | L-SaDE | 50 | 3 | 2.36e+05 |
SPC-PNX | 80 | 4 | 2.72e+04 | K-PCX | 40 | 2 | 7.53e+03 |
DMS-L-PSO | 76 | 4 | 3.75e+04 | BLX-GL50 | 40 | 2 | 1.09e+05 |
L-SaDE | 72 | 4 | 2.96e+04 | SD | 21 | 2 | 3.70e+06 |
BLX-MA | 59 | 3 | 4.10e+04 | q-G | 20 | 1 | 4.51e+04 |
q-G | 59 | 3 | 2.80e+04 | BLX-MA | 20 | 1 | 3.17e+04 |
K-PCX | 57 | 3 | 2.01e+04 | DE | 20 | 1 | 1.39e+05 |
SD | 40 | 2 | 1.64e+04 | CoEVO | 9 | 2 | 1.11e+06 |