Function Algorithm NO DO FE ET
Deterministic crowding 5 (0 )
7,153 (358) 0.091 (0.013) Probabilistic crowding 5 (0 )
10,304 (487) 0.163 (0.011) Sequential fitness sharing 5 (0 )
9,927 (691) 0.166 (0.028) Clearing procedure 5 (0 )
5,860 (623) 0.128 (0.021) CBN 5 (0 )
10,781 (527) 0.237 (0.019) SCGA 5 (0 )
6,792 (352) 0.131 (0.009) AEGA 5 (0 )
2,591 (278) 0.039 (0.007) Clonal selection algorithm 5 (0 )
15,803 (381) 0.359 (0.015) AiNet 5 (0 )
12,369 (429) 0.421 (0.021) CAB 5 (0 )
1,776 (125 )0.020 (0.009 )
Deterministic crowding 3.53 (0.73)
6,026 (832) 0.271 (0.06) Probabilistic crowding 4.73 (0.64)
10,940 (9517) 0.392 (0.07) Sequential fitness sharing 4.77 (0.57)
12,796 (1,430) 0.473 (0.11) Clearing procedure 4.73 (0.58)
8,465 (773) 0.326 (0.05) CBN 4.70 (0.53)
14,120 (2,187) 0.581 (0.14) SCGA 4.83 (0.38)
10,548 (1,382) 0.374 (0.09) AEGA 5 (0 )
3,605 (426) 0.102 (0.04) Clonal selection algorithm 5 (0 )
21,922 (746) 0.728 (0.06) AiNet 5 (0 )
18,251 (829) 0.664 (0.08) CAB 5 (0 )
2,065 (92 )0.08 (0.007 )
Deterministic crowding 4.23 (1.17)
11,009 (1,137) 1.07 (0.13) Probabilistic crowding 4.97 (0.64)
16,391 (1,204) 1.72 (0.12) Sequential fitness sharing 4.87 (0.57)
14,424 (2,045) 1.84 (0.26) Clearing procedure 6 (0 )
12,684 (1,729) 1.59 (0.19) CBN 4.73 (1.14)
18,755 (2,404) 2.03 (0.31) SCGA 6 (0 )
13,814 (1,382) 1.75 (0.21) AEGA 6 (0 )
6,218 (935) 0.53 (0.07) Clonal selection algorithm 5.50 (0.51)
25,953 (2,918) 2.55 (0.33) AiNet 4.8 (0.33)
20,335 (1,022) 2.15 (0.10) CAB 6 (0 )
4,359 (75 )0.11 (0.023 )
Deterministic crowding 76.3 (11.4)
1,861,707 (329,254) 21.63 (2.01) Probabilistic crowding 92.8 (3.46)
2,638,581 (597,658) 31.24 (5.32) Sequential fitness sharing 89.9 (5.19)
2,498,257 (374,804) 28.47 (3.51) Clearing procedure 89.5 (5.61)
2,257,964 (742,569) 25.31 (6.24) CBN 90.8 (6.50)
2,978,385 (872,050) 35.27 (8.41) SCGA 91.4 (3.04)
2,845,789 (432,117) 32.15 (4.85) AEGA 95.8 (1.64)
1,202,318 (784,114) 12.17 (2.29) Clonal selection algorithm 92.1 (4.63)
3,752,136 (191,849) 45.95 (1.56) AiNet 93.2 (7.12)
2,745,967 (328,176) 38.18 (3.77) CAB 100 (2 )
697,578 (57,089 )5.78 (1.26 )