Latest Stored Information Based Adaptive Selection Strategy for Multiobjective Evolutionary Algorithm
Table 6
Comparative results of all the compared algorithms on the UF test problems regarding IGD.
Problems
Algorithms
MOEA/D-DE
MOEA/D-DRA
MOEA/D-FRRMAB
MOEA/D-STM
MOEA/D-UCB-T
MOEA/D-ARG
MOEA/D-LSIAS
UF1
Mean
IQR
Rank
7
6
4
2≈
5
3
1
UF2
Mean
IQR
Rank
7
6
3
5
2
4
1
UF3
Mean
IQR
Rank
7
3
4
6
5
1
2
UF4
Mean
IQR
Rank
7
6
4
5
3
2
1
UF5
Mean
IQR
Rank
7
6
5
3
4
1
2
UF6
Mean
IQR
Rank
6
5
3
2
4
7
1
UF7
Mean
IQR
Rank
7
6
4
5
3
1
2
UF8
Mean
IQR
Rank
7
6
4
1
3
5
2
UF9
Mean
IQR
Rank
6
7
2
1
3
5
4
UF10
Mean
IQR
Rank
7
2≈
5
4
6
3
1
Rank Sum
68
53
38
34
38
32
17
+/−/≈
0/10/0
0/9/1
1/9/0
2/7/1
1/9/0
3/7/0
“+,” “−,” and “≈,” respectively, indicate the result of the algorithm is better than, worse than, and similar to that of MOEA/D-LSIAS based on the Wilcoxon’s rank sum test with a significance .
