Table 9:
Worst normalized optimization results on test-sheet composition problem. The numbers shown are the best results found after 100 Monte Carlo simulations of each algorithm.
Parameter
Algorithm
Popsize
Maxgen
Keep
ACO
DE
ES
GA
PBIL
PSO
SGA
TS/BBO
50
50
10
7.1331
6.7607
7.2079
6.2192
9.8729
7.0046
6.0518
5.3541
50
50
2
7.0307
6.5340
6.9859
6.6226
9.8666
6.8968
5.6263
5.6907
100
50
2
6.8203
6.4536
6.9457
6.3000
9.2658
7.0567
5.1012
5.5479
100
100
2
6.6193
6.1777
6.5664
5.9887
9.2589
6.5046
4.6660
4.8595
100
100
10
6.7001
6.1475
6.5471
5.0184
9.2101
6.5030
4.7275
4.5499