Function Algorithm NO DO FE ET
Deterministic crowding 62.4 (14.3)
1,760,199 (254,341) 14.62 (2.83) Probabilistic crowding 84.7 (5.48)
2,631,627 (443,522) 34.39 (5.20) Sequential fitness sharing 76.3 (7.08)
2,726,394 (562,723) 36.55 (7.13) Clearing procedure 93.6 (2.31)
2,107,962 (462,622) 28.61 (6.47) CBN 87.9 (7.78)
2,835,119 (638,195) 37.05 (8.23) SCGA 97.4 (4.80)
2,518,301 (643,129) 30.27 (7.04) AEGA 99.4 (1.39)
978,435 (71,135) 10.56 (4.81) Clonal selection algorithm 90.6 (9.95)
5,075,208 (194,376) 58.02 (2.19) AiNet 93.8 (7.8)
3,342,864 (549,452) 51.65 (6.91) CAB 100 (2 )
680,211 (12,547 )7.33 (1.84 )
Deterministic crowding 9.37 (1.91)
832,546 (75,413) 4.58 (0.57) Probabilistic crowding 15.17 (2.43)
1,823,774 (265,387) 12.92 (2.01) Sequential fitness sharing 15.29 (2.14)
1,767,562 (528,317) 14.12 (3.51) Clearing procedure 18 (0 )
1,875,729 (265,173) 11.20 (2.69) CBN 14.84 (2.70)
2,049,225 (465,098) 18.26 (4.41) SCGA 4.83 (0.38)
2,261,469 (315,727) 13.71 (1.84) AEGA 18 (0 )
656,639 (84,213) 3.12 (1.12) Clonal selection algorithm 18 (0 )
4,989,856 (618,759) 33.85 (5.36) AiNet 18 (0 )
3,012,435 (332,561) 26.32 (2.54) CAB 18 (0 )
431,412 (21,034 )2.21 (0.51 )
Deterministic crowding 52.6 (8.86)
2,386,960 (221,982) 19.10 (2.26) Probabilistic crowding 79.2 (4.94)
3,861,904 (457,862) 43.53 (4.38) Sequential fitness sharing 63.0 (5.49)
3,619,057 (565,392) 42.98 (6.35) Clearing procedure 79.4 (4.31)
3,746,325 (594,758) 45.42 (7.64) CBN 71.3 (9.26)
4,155,209 (465,613) 48.23 (5.42) SCGA 94.9 (8.18)
3,629,461 (373,382) 47.84 (0.21) AEGA 98 (2 )
1,723,342 (121,043) 12,54 (1.31) Clonal selection algorithm 89.2 (5.44)
5,423,739 (231,004) 47.84 (6.09) AiNet 92.7 (3.21)
4,329,783 (167,932) 41.64 (2.65) CAB 100 (1 )
953,832 (9,345 )8.82 (1.51 )
Deterministic crowding 44.2 (7.93)
2,843,452 (353,529) 23.14 (3.85) Probabilistic crowding 70.1 (8.36)
4,325,469 (574,368) 49.51 (6.72) Sequential fitness sharing 58.2 (9.48)
4,416,150 (642,415) 54.43 (12.6) Clearing procedure 67.5 (10.11)
4,172,462 (413,537) 52.39 (7.21) CBN 53.1 (7.58)
4,711,925 (584,396) 61.07 (8.14) SCGA 87.3 (9.61)
3,964,491 (432,117) 53.87 (8.46) AEGA 90.6 (1.65)
2,213,754 (412,538) 16.21 (3.19) Clonal selection algorithm 74.4 (7.32)
5,835,452 (498,033) 74.26 (5.47) AiNet 83.2 (6.23)
4,123,342 (213,864) 60.38 (5.21) CAB 97 (2 )
1,121,523 (51,732 )12.21 (2.66 )