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Table showing the ERT in number of function evaluations divided by the best ERT measured during BBOB-2009

Last dimension | Dimension = 2 | Next dimension

Δ HVref
f1, 2-D		 1e0
1		 1e-1
32		 1e-2
224		 1e-3
1567		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)2.1 (2)★25.1 (3)4.3 (1.0)0/10
NSGA-II-MATLAB Auger bbob-biobj 87 (200)17 (2)3.8 (0.7)3.3 (0.8)0/10
SMS-EMOA-DE Auger bbob-biobj 280 (114)21 (3)4.8 (0.5)1.3 (0.1)★210/10

Δ HVref
f2, 2-D		 1e0
5.0		 1e-1
38		 1e-2
200		 1e-3
780		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.0 (3)3.6 (4)★7.7 (8)8.8 (4)4/10
NSGA-II-MATLAB Auger bbob-biobj 44 (49)15 (4)4.4 (0.8)3.5 (4)3/10
SMS-EMOA-DE Auger bbob-biobj 99 (44)23 (6)7.3 (1)601 (449)0/10

Δ HVref
f3, 2-D		 1e0
5.0		 1e-1
62		 1e-2
317		 1e-3
2690		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.0 (9)16 (36)8.9 (13)4.0 (3)1/10
NSGA-II-MATLAB Auger bbob-biobj 25 (42)10 (4)3.7 (1)5.7 (6)0/10
SMS-EMOA-DE Auger bbob-biobj 90 (54)14 (5)4.1 (1)33 (38)0/10

Δ HVref
f4, 2-D		 1e0
10		 1e-1
52		 1e-2
209		 1e-3
892		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.7 (3)6.8 (15)8.0 (12)7.4 (5)2/10
NSGA-II-MATLAB Auger bbob-biobj 21 (27)11 (4)4.1 (1)3.9 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 40 (29)17 (6)6.2 (1)152 (112)0/10

Δ HVref
f5, 2-D		 1e0
2.0		 1e-1
49		 1e-2
603		 1e-3
4709		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.75 (0.5)3.1 (3)★4.5 (4)4.3 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 54 (96)12 (2)2.5 (2)7.4 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 158 (53)16 (5)2.4 (0.8)4.0 (7)0/10

Δ HVref
f6, 2-D		 1e0
3.0		 1e-1
38		 1e-2
221		 1e-3
2306		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.2 (6)6.7 (12)8.4 (11)3.6 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 48 (90)15 (6)4.3 (1)3.7 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 138 (76)20 (7)5.5 (2)2.0 (2)0/10

Δ HVref
f7, 2-D		 1e0
6.0		 1e-1
102		 1e-2
1953		 1e-3
10949		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.4 (2)5.8 (7)3.4 (3)44 (69)0/10
NSGA-II-MATLAB Auger bbob-biobj 35 (45)7.1 (3)1.4 (2)2.2 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 65 (32)10 (3)1.5 (1)1.1 (0.6)0/10

Δ HVref
f8, 2-D		 1e0
9.0		 1e-1
146		 1e-2
747		 1e-3
3019		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (3)6.0 (8)5.6 (4)4.9 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 30 (32)4.8 (2)1.9 (0.6)2.4 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 54 (24)6.0 (2)2.3 (0.6)1.7 (0.8)4/10

Δ HVref
f9, 2-D		 1e0
7.0		 1e-1
42		 1e-2
161		 1e-3
963		 #succ
10/10
COMO-100 dufosse bbob-biobj 10 (24)10 (16)14 (14)8.7 (4)1/10
NSGA-II-MATLAB Auger bbob-biobj 35 (44)15 (4)5.7 (1)6.4 (8)0/10
SMS-EMOA-DE Auger bbob-biobj 72 (33)21 (7)8.1 (2)142 (157)1/10

Δ HVref
f10, 2-D		 1e0
5.0		 1e-1
187		 1e-2
726		 1e-3
6110		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.2 (3)2.4 (3)4.2 (3)1.8 (0.5)0/10
NSGA-II-MATLAB Auger bbob-biobj 48 (48)3.5 (1)1.9 (0.8)1.3 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 75 (25)4.8 (2)2.3 (0.9)3.7 (8)2/10

Δ HVref
f11, 2-D		 1e0
3.0		 1e-1
30		 1e-2
200		 1e-3
1038		 #succ
10/10
COMO-100 dufosse bbob-biobj 8.5 (20)6.1 (14)4.0 (8)3.1 (4)2/10
NSGA-II-MATLAB Auger bbob-biobj 26 (59)11 (7)2.7 (1)1.6 (0.7)5/10
SMS-EMOA-DE Auger bbob-biobj 16 (26)12 (10)3.2 (2)1737 (2216)0/10

Δ HVref
f12, 2-D		 1e0
4.0		 1e-1
53		 1e-2
256		 1e-3
986		 #succ
1/10
COMO-100 dufosse bbob-biobj 1.1 (2)6.4 (13)7.9 (11)7.0 (8)6/10
NSGA-II-MATLAB Auger bbob-biobj 33 (67)9.1 (6)4.0 (4)10 (19)3/10
SMS-EMOA-DE Auger bbob-biobj 51 (63)13 (11)4.2 (3)136 (102)3/10

Δ HVref
f13, 2-D		 1e0
4.0		 1e-1
37		 1e-2
315		 1e-3
756		 #succ
1/10
COMO-100 dufosse bbob-biobj 1.2 (2)6.3 (14)3.0 (7)4.1 (8)9/10
NSGA-II-MATLAB Auger bbob-biobj 51 (75)14 (11)25 (59)11 (26)8/10
SMS-EMOA-DE Auger bbob-biobj 141 (116)24 (20)161 (318)68 (133)2/10

Δ HVref
f14, 2-D		 1e0
9.0		 1e-1
110		 1e-2
566		 1e-3
3600		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.68 (1)5.2 (9)6.7 (4)3.9 (2)5/10
NSGA-II-MATLAB Auger bbob-biobj 20 (30)5.2 (3)2.4 (0.9)7.7 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 47 (29)10 (4)43 (177)141 (175)0/10

Δ HVref
f15, 2-D		 1e0
5.0		 1e-1
24		 1e-2
497		 1e-3
2385		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.2 (8)5.6 (7)★3.9 (4)3.2 (2)4/10
NSGA-II-MATLAB Auger bbob-biobj 35 (45)22 (8)1.7 (0.5)1.5 (2)3/10
SMS-EMOA-DE Auger bbob-biobj 83 (50)32 (15)47 (101)196 (294)0/10

Δ HVref
f16, 2-D		 1e0
9.0		 1e-1
181		 1e-2
1690		 1e-3
6995		 #succ
10/10
COMO-100 dufosse bbob-biobj 7.2 (17)6.4 (13)3.9 (5)2.4 (2)2/10
NSGA-II-MATLAB Auger bbob-biobj 24 (42)10 (18)1.6 (2)1.6 (2)3/10
SMS-EMOA-DE Auger bbob-biobj 55 (55)6.6 (4)31 (89)44 (29)0/10

Δ HVref
f17, 2-D		 1e0
13		 1e-1
200		 1e-2
509		 1e-3
1980		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.9 (7)1.9 (3)6.8 (8)6.6 (4)3/10
NSGA-II-MATLAB Auger bbob-biobj 30 (16)3.7 (2)2.8 (2)2.5 (3)4/10
SMS-EMOA-DE Auger bbob-biobj 38 (20)5.1 (3)3.8 (1)13 (26)1/10

Δ HVref
f18, 2-D		 1e0
6.0		 1e-1
45		 1e-2
474		 1e-3
1086		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.1 (4)8.2 (19)2.3 (4)4.4 (6)6/10
NSGA-II-MATLAB Auger bbob-biobj 35 (45)12 (6)1.7 (0.9)1.6 (2)5/10
SMS-EMOA-DE Auger bbob-biobj 68 (55)18 (16)49 (211)80 (92)2/10

Δ HVref
f19, 2-D		 1e0
9.0		 1e-1
211		 1e-2
926		 1e-3
2276		 #succ
1/10
COMO-100 dufosse bbob-biobj 0.83 (1)1.2 (2)2.0 (1)3.3 (2)2/10
NSGA-II-MATLAB Auger bbob-biobj 30 (27)6.0 (7)7.4 (10)3.5 (4)4/10
SMS-EMOA-DE Auger bbob-biobj 50 (28)5.1 (1.0)56 (109)89 (88)2/10

Δ HVref
f20, 2-D		 1e0
4.0		 1e-1
147		 1e-2
391		 1e-3
2044		 #succ
10/10
COMO-100 dufosse bbob-biobj 7.8 (16)4.4 (9)8.7 (11)5.0 (5)2/10
NSGA-II-MATLAB Auger bbob-biobj 70 (84)4.1 (3)2.7 (2)5.8 (6)3/10
SMS-EMOA-DE Auger bbob-biobj 97 (106)5.0 (4)3.3 (2)43 (50)1/10

Δ HVref
f21, 2-D		 1e0
8.0		 1e-1
72		 1e-2
237		 1e-3
878		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.2 (5)6.8 (10)13 (22)11 (13)4/10
NSGA-II-MATLAB Auger bbob-biobj 46 (65)43 (86)16 (30)12 (19)3/10
SMS-EMOA-DE Auger bbob-biobj 61 (49)13 (9)7.6 (6)60 (116)0/10

Δ HVref
f22, 2-D		 1e0
4.0		 1e-1
68		 1e-2
620		 1e-3
3965		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.6 (5)3.9 (5)6.8 (6)4.0 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 38 (60)10 (2)3.0 (2)8.3 (10)0/10
SMS-EMOA-DE Auger bbob-biobj 87 (69)13 (4)38 (81)212 (227)0/10

Δ HVref
f23, 2-D		 1e0
1		 1e-1
19		 1e-2
183		 1e-3
1196		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.9 (2)1.8 (1)★25.9 (7)4.3 (3)3/10
NSGA-II-MATLAB Auger bbob-biobj 26 (61)21 (12)4.6 (1)4.1 (6)1/10
SMS-EMOA-DE Auger bbob-biobj 146 (233)27 (21)6.1 (2)194 (460)0/10

Δ HVref
f24, 2-D		 1e0
3.0		 1e-1
343		 1e-2
3334		 1e-3
19378		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.1 (3)2.8 (4)2.3 (2)7.9 (13)0/10
NSGA-II-MATLAB Auger bbob-biobj 64 (99)2.6 (0.7)1.8 (2)1.5 (2)1/10
SMS-EMOA-DE Auger bbob-biobj 151 (81)3.3 (0.9)16 (30)19 (20)1/10

Δ HVref
f25, 2-D		 1e0
4.0		 1e-1
166		 1e-2
975		 1e-3
4432		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.2 (4)1.4 (2)3.2 (3)3.0 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 42 (59)3.9 (1)1.3 (0.4)1.0 (0.9)1/10
SMS-EMOA-DE Auger bbob-biobj 112 (65)5.6 (2)1.7 (0.5)5.9 (11)1/10

Δ HVref
f26, 2-D		 1e0
4.0		 1e-1
213		 1e-2
805		 1e-3
1889		 #succ
1/10
COMO-100 dufosse bbob-biobj 4.2 (6)4.5 (9)4.3 (6)17 (29)3/10
NSGA-II-MATLAB Auger bbob-biobj 82 (69)3.4 (2)6.7 (12)6.8 (11)1/10
SMS-EMOA-DE Auger bbob-biobj 111 (67)3.7 (1)1.9 (1)28 (53)2/10

Δ HVref
f27, 2-D		 1e0
22		 1e-1
293		 1e-2
874		 1e-3
4818		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.8 (14)4.2 (10)3.9 (6)2.1 (1)3/10
NSGA-II-MATLAB Auger bbob-biobj 10 (14)3.0 (2)4.8 (8)1.7 (2)2/10
SMS-EMOA-DE Auger bbob-biobj 21 (14)3.5 (2)2.3 (1)5.4 (11)0/10

Δ HVref
f28, 2-D		 1e0
3.0		 1e-1
26		 1e-2
269		 1e-3
1200		 #succ
1/10
COMO-100 dufosse bbob-biobj 2.8 (6)3.7 (7)4.2 (8)4.4 (7)9/10
NSGA-II-MATLAB Auger bbob-biobj 65 (70)20 (13)6.6 (12)5.4 (9)6/10
SMS-EMOA-DE Auger bbob-biobj 124 (59)25 (12)4.3 (1)73 (209)1/10

Δ HVref
f29, 2-D		 1e0
4.0		 1e-1
149		 1e-2
754		 1e-3
2848		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.4 (5)3.5 (6)4.6 (4)7.1 (4)4/10
NSGA-II-MATLAB Auger bbob-biobj 59 (60)4.5 (2)2.3 (2)6.6 (10)0/10
SMS-EMOA-DE Auger bbob-biobj 117 (68)7.1 (2)2.3 (0.8)21 (39)1/10

Δ HVref
f30, 2-D		 1e0
10		 1e-1
67		 1e-2
224		 1e-3
1596		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (3)14 (33)12 (24)5.4 (6)5/10
NSGA-II-MATLAB Auger bbob-biobj 20 (28)8.3 (5)4.7 (4)3.5 (6)2/10
SMS-EMOA-DE Auger bbob-biobj 44 (40)12 (10)5.9 (3)91 (101)0/10

Δ HVref
f31, 2-D		 1e0
4.0		 1e-1
173		 1e-2
1349		 1e-3
7267		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.4 (2)3.5 (4)4.2 (4)14 (14)0/10
NSGA-II-MATLAB Auger bbob-biobj 52 (61)4.2 (2)6.7 (13)2.3 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 84 (51)5.7 (2)2.1 (1)4.5 (7)5/10

Δ HVref
f32, 2-D		 1e0
8.0		 1e-1
176		 1e-2
1116		 1e-3
4723		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.4 (6)5.0 (7)4.6 (3)3.9 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 43 (32)4.8 (1)2.5 (3)1.8 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 63 (29)6.5 (2)1.9 (0.6)5.8 (11)4/10

Δ HVref
f33, 2-D		 1e0
9.0		 1e-1
294		 1e-2
822		 1e-3
1842		 #succ
1/10
COMO-100 dufosse bbob-biobj 3.2 (5)3.0 (6)30 (65)30 (55)5/10
NSGA-II-MATLAB Auger bbob-biobj 29 (26)6.0 (11)2.8 (5)7.0 (12)5/10
SMS-EMOA-DE Auger bbob-biobj 58 (46)3.4 (2)29 (62)13 (28)2/10

Δ HVref
f34, 2-D		 1e0
5.0		 1e-1
168		 1e-2
494		 1e-3
1885		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.2 (2)1.3 (1)2.8 (1)3.3 (1)3/10
NSGA-II-MATLAB Auger bbob-biobj 43 (51)4.5 (3)11 (23)12 (20)2/10
SMS-EMOA-DE Auger bbob-biobj 98 (44)6.0 (2)3.6 (1)1.9 (0.7)5/10

Δ HVref
f35, 2-D		 1e0
2.0		 1e-1
89		 1e-2
789		 1e-3
4587		 #succ
10/10
COMO-100 dufosse bbob-biobj 16 (39)5.2 (8)4.8 (4)3.4 (2)2/10
NSGA-II-MATLAB Auger bbob-biobj 59 (114)7.0 (3)2.6 (2)13 (17)0/10
SMS-EMOA-DE Auger bbob-biobj 184 (147)10 (3)2.1 (0.7)25 (51)1/10

Δ HVref
f36, 2-D		 1e0
4.0		 1e-1
25		 1e-2
1137		 1e-3
6309		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.7 (6)14 (26)2.7 (3)3.0 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 24 (59)22 (13)1.1 (0.5)3.6 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 83 (34)31 (13)1.7 (1)4.8 (7)1/10

Δ HVref
f37, 2-D		 1e0
7.0		 1e-1
384		 1e-2
2779		 1e-3
21596		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.1 (11)3.0 (3)2.9 (2)2.0 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 29 (46)2.1 (0.7)1.2 (0.8)1.5 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 56 (41)3.2 (1)1.4 (1)3.2 (7)0/10

Δ HVref
f38, 2-D		 1e0
2.0		 1e-1
180		 1e-2
1395		 1e-3
6364		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.0 (6)1.4 (2)2.4 (2)11 (16)0/10
NSGA-II-MATLAB Auger bbob-biobj 74 (90)3.7 (1)1.1 (0.3)2.9 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 143 (96)5.1 (1)1.5 (0.3)2.3 (2)0/10

Δ HVref
f39, 2-D		 1e0
4.0		 1e-1
239		 1e-2
1103		 1e-3
3676		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.88 (1)3.1 (5)5.3 (6)6.5 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 50 (62)2.9 (1.0)2.3 (3)4.6 (8)0/10
SMS-EMOA-DE Auger bbob-biobj 120 (61)4.0 (2)1.6 (0.9)16 (27)1/10

Δ HVref
f40, 2-D		 1e0
2.0		 1e-1
300		 1e-2
1003		 1e-3
7955		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.9 (2)1.7 (2)4.9 (2)2.4 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 93 (124)2.7 (1.0)8.8 (9)5.2 (7)0/10
SMS-EMOA-DE Auger bbob-biobj 193 (120)3.8 (2)24 (50)4.5 (8)1/10

Δ HVref
f41, 2-D		 1e0
2.0		 1e-1
33		 1e-2
292		 1e-3
2801		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.4 (1)5.2 (8)★7.9 (5)3.8 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 109 (104)17 (4)3.6 (0.7)3.1 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 204 (70)24 (8)4.7 (1)2.9 (4)0/10

Δ HVref
f42, 2-D		 1e0
5.0		 1e-1
69		 1e-2
1277		 1e-3
9996		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (3)11 (23)4.0 (4)81 (115)0/10
NSGA-II-MATLAB Auger bbob-biobj 26 (51)9.4 (4)1.3 (0.7)1.9 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 86 (70)13 (7)1.9 (1)1.3 (1.0)0/10

Δ HVref
f43, 2-D		 1e0
2.0		 1e-1
161		 1e-2
867		 1e-3
5539		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.5 (4)2.5 (2)4.5 (3)2.9 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 83 (94)4.3 (0.7)1.6 (0.5)1.3 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 243 (81)6.4 (1)2.3 (0.4)1.5 (0.6)0/10

Δ HVref
f44, 2-D		 1e0
4.0		 1e-1
26		 1e-2
431		 1e-3
1848		 #succ
10/10
COMO-100 dufosse bbob-biobj 10 (23)34 (78)7.4 (12)4.9 (5)4/10
NSGA-II-MATLAB Auger bbob-biobj 70 (96)24 (12)2.4 (1)2.0 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 125 (69)31 (16)3.0 (1)10 (21)0/10

Δ HVref
f45, 2-D		 1e0
3.0		 1e-1
232		 1e-2
1131		 1e-3
8714		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.8 (8)1.3 (2)2.7 (2)1.5 (0.6)0/10
NSGA-II-MATLAB Auger bbob-biobj 66 (73)2.8 (0.6)3.7 (4)3.6 (5)0/10
SMS-EMOA-DE Auger bbob-biobj 125 (48)3.8 (0.8)1.7 (0.4)1.0 (0.9)0/10

Δ HVref
f46, 2-D		 1e0
4.0		 1e-1
684		 1e-2
4108		 1e-3
17611		 #succ
10/10
COMO-100 dufosse bbob-biobj 7.3 (15)2.5 (3)3.2 (1)13 (20)0/10
NSGA-II-MATLAB Auger bbob-biobj 66 (57)1.5 (0.4)1.3 (1)2.4 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 117 (48)2.2 (0.7)1.2 (0.2)1.00 (0.6)0/10

Δ HVref
f47, 2-D		 1e0
7.0		 1e-1
370		 1e-2
3988		 1e-3
15233		 #succ
10/10
COMO-100 dufosse bbob-biobj 26 (63)4.7 (7)3.3 (2)33 (49)0/10
NSGA-II-MATLAB Auger bbob-biobj 26 (46)2.3 (0.6)1.1 (1)3.6 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 73 (35)3.1 (1)1.0 (0.5)1.0 (0.6)2/10

Δ HVref
f48, 2-D		 1e0
17		 1e-1
319		 1e-2
1440		 1e-3
6136		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.9 (4)6.8 (16)5.2 (7)25 (33)0/10
NSGA-II-MATLAB Auger bbob-biobj 17 (25)11 (24)3.1 (6)2.1 (3)5/10
SMS-EMOA-DE Auger bbob-biobj 25 (17)3.6 (3)1.4 (1.0)15 (33)1/10

Δ HVref
f49, 2-D		 1e0
6.0		 1e-1
454		 1e-2
1525		 1e-3
20183		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.5 (7)3.8 (3)5.5 (3)7.6 (15)0/10
NSGA-II-MATLAB Auger bbob-biobj 44 (43)2.2 (1)5.0 (7)2.7 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 78 (42)3.0 (0.8)2.0 (0.8)1.1 (2)5/10

Δ HVref
f50, 2-D		 1e0
3.0		 1e-1
322		 1e-2
1692		 1e-3
7560		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (2)2.2 (2)4.2 (3)14 (14)0/10
NSGA-II-MATLAB Auger bbob-biobj 79 (83)2.3 (0.6)1.0 (0.3)★1.0 (0.9)0/10
SMS-EMOA-DE Auger bbob-biobj 130 (50)3.2 (0.5)1.7 (0.7)1.3 (0.3)10/10

Δ HVref
f51, 2-D		 1e0
3.0		 1e-1
55		 1e-2
738		 1e-3
3757		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.0 (3)2.8 (4)4.6 (6)3.5 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 61 (69)10 (4)1.5 (0.7)1.3 (2)3/10
SMS-EMOA-DE Auger bbob-biobj 139 (64)15 (6)2.1 (1.0)7.0 (14)3/10

Δ HVref
f52, 2-D		 1e0
4.0		 1e-1
376		 1e-2
1157		 1e-3
9626		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.7 (3)2.1 (2)3.6 (2)1.6 (0.9)0/10
NSGA-II-MATLAB Auger bbob-biobj 74 (60)7.4 (14)7.4 (11)1.7 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 92 (48)2.8 (1)22 (44)3.4 (6)7/10

Δ HVref
f53, 2-D		 1e0
2.0		 1e-1
230		 1e-2
529		 1e-3
661		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.4 (2)3.7 (9)7.2 (18)13 (30)4/10
NSGA-II-MATLAB Auger bbob-biobj 34 (84)3.2 (5)13 (30)16 (38)8/10
SMS-EMOA-DE Auger bbob-biobj 180 (116)3.6 (4)2.5 (3)4.9 (8)0/10

Δ HVref
f54, 2-D		 1e0
4.0		 1e-1
240		 1e-2
817		 1e-3
2789		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.2 (8)1.6 (2)3.3 (3)3.7 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 59 (65)2.7 (1)12 (22)6.9 (13)0/10
SMS-EMOA-DE Auger bbob-biobj 86 (34)4.0 (2)2.9 (2)1.7 (2)2/10

Δ HVref
f55, 2-D		 1e0
4.0		 1e-1
340		 1e-2
1693		 1e-3
4427		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.50 (0.4)★22.2 (3)2.7 (3)8.1 (12)0/10
NSGA-II-MATLAB Auger bbob-biobj 83 (43)2.9 (2)13 (21)10 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 112 (30)3.7 (2)15 (61)6.9 (13)1/10

Previous dimension | Dimension = 3 | Next dimension

Δ HVref
f1, 3-D		 1e0
1		 1e-1
42		 1e-2
416		 1e-3
2270		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.3 (0.8)7.6 (7)9.3 (4)6.6 (0.8)0/10
NSGA-II-MATLAB Auger bbob-biobj 66 (163)17 (2)3.0 (0.4)★26.8 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 614 (236)30 (4)4.4 (0.4)1.5 (0.1)★210/10

Δ HVref
f2, 3-D		 1e0
8.0		 1e-1
73		 1e-2
343		 1e-3
1417		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.8 (4)6.4 (9)13 (10)10 (3)3/10
NSGA-II-MATLAB Auger bbob-biobj 37 (39)11 (2)3.4 (0.6)★25.2 (7)0/10
SMS-EMOA-DE Auger bbob-biobj 98 (24)21 (5)7.0 (1)1908 (3599)0/10

Δ HVref
f3, 3-D		 1e0
3.0		 1e-1
78		 1e-2
392		 1e-3
2435		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.8 (11)6.1 (11)12 (12)6.5 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 61 (104)55 (113)14 (27)17 (30)0/10
SMS-EMOA-DE Auger bbob-biobj 226 (128)16 (5)4.8 (1)300 (470)0/10

Δ HVref
f4, 3-D		 1e0
4.0		 1e-1
91		 1e-2
346		 1e-3
2072		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (3)6.3 (7)12 (8)6.8 (1)1/10
NSGA-II-MATLAB Auger bbob-biobj 74 (67)8.2 (1)3.3 (0.5)★24.3 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 180 (54)15 (3)5.5 (0.6)248 (306)0/10

Δ HVref
f5, 3-D		 1e0
2.0		 1e-1
81		 1e-2
697		 1e-3
9434		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.0 (6)9.4 (12)13 (12)3.7 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 81 (135)10 (1)5.4 (6)25 (27)0/10
SMS-EMOA-DE Auger bbob-biobj 319 (135)17 (4)3.6 (2)38 (57)0/10

Δ HVref
f6, 3-D		 1e0
2.0		 1e-1
48		 1e-2
383		 1e-3
2902		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (2)11 (16)13 (9)5.6 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 151 (155)17 (4)4.2 (2)11 (14)0/10
SMS-EMOA-DE Auger bbob-biobj 333 (182)29 (6)5.3 (0.8)1.9 (0.6)★20/10

Δ HVref
f7, 3-D		 1e0
7.0		 1e-1
349		 1e-2
21556		 1e-3
2.1e5		 #succ
9/10
COMO-100 dufosse bbob-biobj 0.94 (1)6.6 (8)22 (18)13 (16)0/10
NSGA-II-MATLAB Auger bbob-biobj 27 (44)3.1 (2)1.00 (1)1.7 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 105 (40)4.9 (2)1.7 (3)1.0 (0.9)0/10

Δ HVref
f8, 3-D		 1e0
10		 1e-1
549		 1e-2
14045		 1e-3
1.7e5		 #succ
2/10
COMO-100 dufosse bbob-biobj 1.6 (4)5.6 (5)4.1 (12)7.3 (10)0/10
NSGA-II-MATLAB Auger bbob-biobj 31 (31)2.0 (0.6)4.7 (8)4.6 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 68 (36)3.3 (1)1.3 (1)1.8 (3)0/10

Δ HVref
f9, 3-D		 1e0
6.0		 1e-1
68		 1e-2
290		 1e-3
1918		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.6 (11)12 (15)16 (11)7.7 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 65 (53)12 (3)4.1 (1.0)★4.0 (5)0/10
SMS-EMOA-DE Auger bbob-biobj 126 (51)19 (3)6.4 (1.0)107 (196)0/10

Δ HVref
f10, 3-D		 1e0
7.0		 1e-1
348		 1e-2
2284		 1e-3
6628		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.7 (2)2.9 (2)3.4 (1)8.2 (12)0/10
NSGA-II-MATLAB Auger bbob-biobj 50 (41)3.0 (2)13 (18)15 (16)0/10
SMS-EMOA-DE Auger bbob-biobj 96 (43)4.2 (0.9)16 (34)13 (23)1/10

Δ HVref
f11, 3-D		 1e0
6.0		 1e-1
50		 1e-2
320		 1e-3
3248		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.4 (9)13 (31)9.1 (19)3.4 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 31 (44)46 (96)8.5 (16)2.1 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 49 (53)15 (10)3.9 (2)∞3e50/10

Δ HVref
f12, 3-D		 1e0
3.0		 1e-1
32		 1e-2
238		 1e-3
1581		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.97 (1)2.5 (4)5.6 (9)4.0 (5)6/10
NSGA-II-MATLAB Auger bbob-biobj 41 (76)16 (9)5.8 (7)11 (22)4/10
SMS-EMOA-DE Auger bbob-biobj 152 (136)29 (18)6.4 (4)83 (95)1/10

Δ HVref
f13, 3-D		 1e0
4.0		 1e-1
17		 1e-2
163		 1e-3
621		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.1 (3)5.0 (8)★3.8 (5)7.1 (9)8/10
NSGA-II-MATLAB Auger bbob-biobj 87 (79)38 (13)4.9 (1)2.0 (1)7/10
SMS-EMOA-DE Auger bbob-biobj 197 (95)71 (16)10 (2)57 (121)0/10

Δ HVref
f14, 3-D		 1e0
5.0		 1e-1
139		 1e-2
1774		 1e-3
10133		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.0 (5)11 (14)7.1 (3)3.2 (1)3/10
NSGA-II-MATLAB Auger bbob-biobj 61 (70)10 (9)8.2 (13)21 (29)0/10
SMS-EMOA-DE Auger bbob-biobj 172 (61)253 (543)1524 (1353)∞3e50/10

Δ HVref
f15, 3-D		 1e0
3.0		 1e-1
42		 1e-2
352		 1e-3
1838		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.93 (1)14 (16)15 (11)9.1 (4)3/10
NSGA-II-MATLAB Auger bbob-biobj 57 (107)20 (6)7.2 (8)17 (30)0/10
SMS-EMOA-DE Auger bbob-biobj 267 (190)40 (16)372 (1067)1470 (1755)0/10

Δ HVref
f16, 3-D		 1e0
4.0		 1e-1
670		 1e-2
5703		 1e-3
2.0e5		 #succ
7/10
COMO-100 dufosse bbob-biobj 4.1 (7)3.9 (8)2.9 (2)2.4 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 67 (88)1.7 (1)4.0 (7)1.1 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 188 (108)2.7 (1)24 (40)∞3e50/10

Δ HVref
f17, 3-D		 1e0
22		 1e-1
1125		 1e-2
25640		 1e-3
1.7e5		 #succ
7/10
COMO-100 dufosse bbob-biobj 1.1 (2)3.6 (4)2.4 (4)3.0 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 20 (19)1.2 (1)2.0 (4)4.3 (5)0/10
SMS-EMOA-DE Auger bbob-biobj 38 (12)2.0 (0.8)5.4 (15)∞3e50/10

Δ HVref
f18, 3-D		 1e0
14		 1e-1
78		 1e-2
636		 1e-3
2621		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.7 (14)6.6 (16)3.8 (6)4.8 (4)2/10
NSGA-II-MATLAB Auger bbob-biobj 15 (30)8.9 (4)1.7 (0.8)2.9 (4)2/10
SMS-EMOA-DE Auger bbob-biobj 57 (37)16 (6)2.8 (0.9)116 (286)0/10

Δ HVref
f19, 3-D		 1e0
4.0		 1e-1
222		 1e-2
5928		 1e-3
29477		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.7 (2)1.8 (1)1.0 (0.6)0.57 (0.2)0/10
NSGA-II-MATLAB Auger bbob-biobj 64 (59)8.6 (13)4.9 (8)3.0 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 191 (57)8.1 (3)24 (41)41 (46)0/10

Δ HVref
f20, 3-D		 1e0
19		 1e-1
102		 1e-2
389		 1e-3
2887		 #succ
10/10
COMO-100 dufosse bbob-biobj 27 (67)19 (40)18 (25)6.4 (7)3/10
NSGA-II-MATLAB Auger bbob-biobj 127 (290)93 (217)137 (302)32 (50)1/10
SMS-EMOA-DE Auger bbob-biobj 46 (53)14 (14)22 (45)70 (78)0/10

Δ HVref
f21, 3-D		 1e0
9.0		 1e-1
78		 1e-2
536		 1e-3
3164		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (3)9.0 (17)11 (15)5.2 (5)2/10
NSGA-II-MATLAB Auger bbob-biobj 40 (33)11 (5)4.9 (7)15 (30)1/10
SMS-EMOA-DE Auger bbob-biobj 94 (42)19 (7)4.0 (2)68 (166)0/10

Δ HVref
f22, 3-D		 1e0
1		 1e-1
94		 1e-2
677		 1e-3
9994		 #succ
10/10
COMO-100 dufosse bbob-biobj 44 (108)12 (22)14 (11)3.1 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 73 (180)14 (12)15 (30)38 (39)0/10
SMS-EMOA-DE Auger bbob-biobj 562 (358)15 (4)448 (555)271 (308)0/10

Δ HVref
f23, 3-D		 1e0
2.0		 1e-1
28		 1e-2
369		 1e-3
3845		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.60 (0.2)5.2 (7)★8.7 (6)4.1 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 37 (91)26 (10)4.1 (1)14 (13)0/10
SMS-EMOA-DE Auger bbob-biobj 364 (121)52 (11)6.3 (1)710 (995)0/10

Δ HVref
f24, 3-D		 1e0
8.0		 1e-1
926		 1e-2
8211		 1e-3
2.1e5		 #succ
7/10
COMO-100 dufosse bbob-biobj 4.5 (9)2.9 (4)6.3 (11)2.4 (6)0/10
NSGA-II-MATLAB Auger bbob-biobj 42 (64)6.9 (15)2.5 (4)1.7 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 95 (48)2.4 (2)17 (28)13 (15)0/10

Δ HVref
f25, 3-D		 1e0
4.0		 1e-1
520		 1e-2
6596		 1e-3
1.6e5		 #succ
4/10
COMO-100 dufosse bbob-biobj 11 (26)2.4 (4)2.4 (2)1.2 (0.9)0/10
NSGA-II-MATLAB Auger bbob-biobj 74 (87)1.9 (0.8)2.4 (5)2.0 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 211 (92)2.8 (0.9)1.4 (2)3.7 (3)0/10

Δ HVref
f26, 3-D		 1e0
8.0		 1e-1
836		 1e-2
2117		 1e-3
3012		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.2 (7)3.5 (6)3.7 (5)29 (52)2/10
NSGA-II-MATLAB Auger bbob-biobj 49 (46)2.3 (3)20 (43)30 (100)2/10
SMS-EMOA-DE Auger bbob-biobj 114 (58)2.1 (1)17 (36)44 (50)0/10

Δ HVref
f27, 3-D		 1e0
4.0		 1e-1
588		 1e-2
3297		 1e-3
23418		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (2)0.76 (1)1.9 (1)0.72 (0.4)1/10
NSGA-II-MATLAB Auger bbob-biobj 68 (72)1.7 (0.9)6.8 (12)2.8 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 166 (76)2.4 (0.7)11 (23)5.9 (7)0/10

Δ HVref
f28, 3-D		 1e0
3.0		 1e-1
55		 1e-2
215		 1e-3
1830		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (2)4.6 (7)8.7 (9)5.3 (2)8/10
NSGA-II-MATLAB Auger bbob-biobj 79 (90)12 (4)4.8 (1)5.9 (7)0/10
SMS-EMOA-DE Auger bbob-biobj 244 (102)22 (10)8.8 (3)165 (328)0/10

Δ HVref
f29, 3-D		 1e0
1		 1e-1
74		 1e-2
2499		 1e-3
7053		 #succ
10/10
COMO-100 dufosse bbob-biobj 7.3 (16)15 (17)4.7 (2)5.2 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 144 (268)11 (2)1.9 (2)20 (26)0/10
SMS-EMOA-DE Auger bbob-biobj 721 (176)19 (3)281 (180)384 (1063)0/10

Δ HVref
f30, 3-D		 1e0
4.0		 1e-1
46		 1e-2
339		 1e-3
2110		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.4 (10)11 (18)15 (12)8.0 (4)2/10
NSGA-II-MATLAB Auger bbob-biobj 21 (52)18 (5)10 (15)16 (23)0/10
SMS-EMOA-DE Auger bbob-biobj 204 (104)32 (9)227 (443)335 (428)0/10

Δ HVref
f31, 3-D		 1e0
2.0		 1e-1
660		 1e-2
8169		 1e-3
1.8e5		 #succ
9/10
COMO-100 dufosse bbob-biobj 4.5 (10)3.9 (5)2.0 (1)2.7 (7)0/10
NSGA-II-MATLAB Auger bbob-biobj 76 (143)3.5 (6)1.8 (2)1.0 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 392 (122)2.5 (1)17 (19)4.1 (6)1/10

Δ HVref
f32, 3-D		 1e0
12		 1e-1
946		 1e-2
8968		 1e-3
1.1e5		 #succ
3/10
COMO-100 dufosse bbob-biobj 4.7 (9)3.6 (4)2.6 (2)2.4 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 38 (28)1.1 (0.3)2.1 (3)2.6 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 78 (35)2.0 (0.7)1.6 (2)7.1 (9)0/10

Δ HVref
f33, 3-D		 1e0
11		 1e-1
553		 1e-2
2134		 1e-3
3462		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.2 (4)6.4 (10)38 (71)59 (65)5/10
NSGA-II-MATLAB Auger bbob-biobj 31 (31)2.9 (4)19 (76)27 (110)2/10
SMS-EMOA-DE Auger bbob-biobj 88 (30)3.1 (2)17 (36)59 (130)0/10

Δ HVref
f34, 3-D		 1e0
22		 1e-1
674		 1e-2
3168		 1e-3
14422		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.1 (7)2.8 (5)2.6 (2)3.7 (6)0/10
NSGA-II-MATLAB Auger bbob-biobj 14 (18)1.4 (0.7)10 (15)9.4 (8)0/10
SMS-EMOA-DE Auger bbob-biobj 37 (21)2.9 (2)13 (26)49 (36)0/10

Δ HVref
f35, 3-D		 1e0
1		 1e-1
69		 1e-2
1370		 1e-3
14850		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.2 (0.5)15 (12)7.4 (2)2.3 (0.6)0/10
NSGA-II-MATLAB Auger bbob-biobj 135 (264)13 (2)4.0 (4)22 (44)0/10
SMS-EMOA-DE Auger bbob-biobj 645 (265)21 (2)61 (173)52 (30)0/10

Δ HVref
f36, 3-D		 1e0
2.0		 1e-1
63		 1e-2
690		 1e-3
7454		 #succ
10/10
COMO-100 dufosse bbob-biobj 17 (40)17 (27)21 (20)4.6 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 79 (148)14 (4)5.9 (7)25 (16)0/10
SMS-EMOA-DE Auger bbob-biobj 321 (254)24 (6)4.8 (3)77 (99)0/10

Δ HVref
f37, 3-D		 1e0
2.0		 1e-1
730		 1e-2
12388		 1e-3
1.8e5		 #succ
4/10
COMO-100 dufosse bbob-biobj 1 (1)3.7 (4)1.7 (0.7)15 (19)0/10
NSGA-II-MATLAB Auger bbob-biobj 87 (122)1.8 (1)1.6 (2)2.1 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 319 (137)2.5 (0.8)1.4 (2)2.3 (2)0/10

Δ HVref
f38, 3-D		 1e0
2.0		 1e-1
639		 1e-2
15065		 1e-3
4.5e5		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.2 (2)4.0 (5)6.5 (20)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 64 (120)2.1 (1)3.3 (6)1.4 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 300 (99)3.1 (1)1.7 (2)1.00 (2)0/10

Δ HVref
f39, 3-D		 1e0
3.0		 1e-1
271		 1e-2
1604		 1e-3
32411		 #succ
9/10
COMO-100 dufosse bbob-biobj 5.1 (10)5.6 (9)8.0 (5)2.3 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 73 (88)13 (24)3.0 (5)3.3 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 226 (100)5.9 (3)82 (141)40 (58)0/10

Δ HVref
f40, 3-D		 1e0
6.0		 1e-1
899		 1e-2
8116		 1e-3
31550		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.68 (0.8)2.1 (2)17 (56)15 (21)0/10
NSGA-II-MATLAB Auger bbob-biobj 49 (44)1.4 (0.5)2.3 (2)3.8 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 121 (47)2.2 (0.5)1.7 (2)5.2 (6)0/10

Δ HVref
f41, 3-D		 1e0
4.0		 1e-1
55		 1e-2
456		 1e-3
4400		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.8 (3)14 (21)15 (9)4.7 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 49 (70)15 (4)3.6 (1)★11 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 215 (98)28 (6)5.1 (0.8)2.9 (3)0/10

Δ HVref
f42, 3-D		 1e0
2.0		 1e-1
981		 1e-2
9715		 1e-3
2.0e5		 #succ
7/10
COMO-100 dufosse bbob-biobj 0.90 (1)2.7 (4)49 (124)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 102 (134)2.2 (3)2.4 (2)1.3 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 412 (188)1.8 (0.4)1.4 (0.9)1.00 (0.5)0/10

Δ HVref
f43, 3-D		 1e0
11		 1e-1
971		 1e-2
8225		 1e-3
2.6e5		 #succ
3/10
COMO-100 dufosse bbob-biobj 0.80 (1)1.8 (2)2.7 (2)4.9 (12)0/10
NSGA-II-MATLAB Auger bbob-biobj 21 (26)1.2 (0.6)1.2 (1)4.9 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 78 (20)1.8 (0.5)1.4 (1)1.7 (0.9)0/10

Δ HVref
f44, 3-D		 1e0
9.0		 1e-1
519		 1e-2
1675		 1e-3
5358		 #succ
10/10
COMO-100 dufosse bbob-biobj 6.1 (9)6.8 (13)48 (92)17 (43)2/10
NSGA-II-MATLAB Auger bbob-biobj 37 (40)1.8 (1)3.1 (6)5.9 (11)0/10
SMS-EMOA-DE Auger bbob-biobj 83 (48)3.1 (2)1.7 (2)40 (98)0/10

Δ HVref
f45, 3-D		 1e0
3.0		 1e-1
280		 1e-2
1904		 1e-3
21523		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.73 (0.5)2.1 (2)3.9 (2)2.5 (4)0/10
NSGA-II-MATLAB Auger bbob-biobj 52 (81)2.9 (0.8)4.1 (5)3.8 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 225 (99)5.0 (1)1.7 (0.5)1.00 (1)0/10

Δ HVref
f46, 3-D		 1e0
3.0		 1e-1
1937		 1e-2
26783		 1e-3
3.2e5		 #succ
8/10
COMO-100 dufosse bbob-biobj 2.7 (5)2.1 (2)2.5 (3)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 116 (108)1.9 (3)2.1 (3)2.9 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 247 (86)1.4 (0.6)2.4 (4)2.9 (5)0/10

Δ HVref
f47, 3-D		 1e0
3.0		 1e-1
1404		 1e-2
32368		 1e-3
4.9e5		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.9 (3)2.7 (4)5.5 (7)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 54 (92)1.7 (2)2.0 (3)∞3e50/10
SMS-EMOA-DE Auger bbob-biobj 241 (64)1.6 (0.9)1.0 (0.8)∞3e50/10

Δ HVref
f48, 3-D		 1e0
5.0		 1e-1
483		 1e-2
24290		 1e-3
1.7e5		 #succ
9/10
COMO-100 dufosse bbob-biobj 2.1 (3)13 (26)13 (12)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 45 (72)3.1 (3)2.1 (4)1.00 (0.6)0/10
SMS-EMOA-DE Auger bbob-biobj 157 (59)4.0 (3)3.5 (6)16 (32)0/10

Δ HVref
f49, 3-D		 1e0
11		 1e-1
1489		 1e-2
12838		 1e-3
1.3e5		 #succ
9/10
COMO-100 dufosse bbob-biobj 4.4 (8)2.8 (2)7.5 (24)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 32 (31)1.0 (0.5)2.3 (3)1.6 (1)0/10
SMS-EMOA-DE Auger bbob-biobj 78 (33)1.5 (0.7)1.00 (0.9)2.9 (5)0/10

Δ HVref
f50, 3-D		 1e0
5.0		 1e-1
1434		 1e-2
28762		 1e-3
5.5e5		 #succ
1/10
COMO-100 dufosse bbob-biobj 2.4 (4)3.3 (4)3.6 (8)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 73 (58)1.1 (0.6)1.7 (3)2.5 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 155 (62)1.6 (1)1.7 (3)1.1 (1)0/10

Δ HVref
f51, 3-D		 1e0
4.0		 1e-1
922		 1e-2
8936		 1e-3
1.4e5		 #succ
3/10
COMO-100 dufosse bbob-biobj 1.3 (2)4.1 (8)5.6 (10)2.4 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 66 (84)2.8 (5)2.3 (5)2.5 (3)0/10
SMS-EMOA-DE Auger bbob-biobj 191 (83)2.0 (1)1.8 (3)3.6 (4)0/10

Δ HVref
f52, 3-D		 1e0
3.0		 1e-1
845		 1e-2
14105		 1e-3
1.4e5		 #succ
3/10
COMO-100 dufosse bbob-biobj 2.0 (2)3.0 (3)3.7 (6)∞3e50/10
NSGA-II-MATLAB Auger bbob-biobj 90 (114)3.3 (5)4.7 (7)4.0 (5)0/10
SMS-EMOA-DE Auger bbob-biobj 227 (86)2.2 (0.8)10 (27)4.1 (5)0/10

Δ HVref
f53, 3-D		 1e0
2.0		 1e-1
6.0		 1e-2
32		 1e-3
240		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (2)3.3 (3)★25.3 (4)★210 (4)2/10
NSGA-II-MATLAB Auger bbob-biobj 31 (77)91 (25)22 (4)4.5 (1)★3/10
SMS-EMOA-DE Auger bbob-biobj 343 (128)166 (45)40 (6)7.7 (0.7)0/10

Δ HVref
f54, 3-D		 1e0
4.0		 1e-1
193		 1e-2
2668		 1e-3
17832		 #succ
10/10
COMO-100 dufosse bbob-biobj 6.8 (14)1.9 (2)2.5 (2)2.8 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 41 (62)16 (31)6.5 (12)3.5 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 185 (58)6.5 (1)1.0 (0.4)17 (25)0/10

Δ HVref
f55, 3-D		 1e0
3.0		 1e-1
564		 1e-2
2563		 1e-3
94621		 #succ
10/10
COMO-100 dufosse bbob-biobj 12 (26)2.8 (2)3.9 (1)0.60 (0.8)0/10
NSGA-II-MATLAB Auger bbob-biobj 79 (115)4.1 (6)5.0 (4)1.3 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 245 (79)3.6 (1)15 (30)1.3 (2)0/10

Previous dimension | Dimension = 5 | Next dimension

Δ HVref
f1, 5-D		 1e0
1		 1e-1
75		 1e-2
584		 1e-3
3660		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.2 (0.5)20 (12)20 (4)8.7 (0.8)0/10
NSGA-II-MATLAB Auger bbob-biobj 39 (94)14 (2)11 (13)35 (20)0/10
SMS-EMOA-DE Auger bbob-biobj 1157 (267)28 (2)5.5 (0.4)1.7 (0.1)★210/10

Δ HVref
f2, 5-D		 1e0
5.0		 1e-1
105		 1e-2
601		 1e-3
3715		 #succ
10/10
COMO-100 dufosse bbob-biobj 5.1 (11)34 (46)22 (13)8.7 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 63 (84)11 (2)4.1 (2)★36 (45)0/10
SMS-EMOA-DE Auger bbob-biobj 310 (96)26 (4)561 (1456)∞5e50/10

Δ HVref
f3, 5-D		 1e0
3.0		 1e-1
115		 1e-2
665		 1e-3
5170		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.1 (6)21 (25)20 (10)6.5 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 89 (132)22 (26)14 (22)93 (152)0/10
SMS-EMOA-DE Auger bbob-biobj 462 (106)21 (4)89 (189)874 (1354)0/10

Δ HVref
f4, 5-D		 1e0
2.0		 1e-1
109		 1e-2
571		 1e-3
2669		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.8 (11)15 (10)20 (6)11 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 171 (195)10 (2)13 (25)46 (54)0/10
SMS-EMOA-DE Auger bbob-biobj 709 (146)22 (3)225 (438)∞5e50/10

Δ HVref
f5, 5-D		 1e0
2.0		 1e-1
120		 1e-2
1277		 1e-3
21889		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.1 (2)27 (13)17 (2)3.4 (1)★20/10
NSGA-II-MATLAB Auger bbob-biobj 86 (150)11 (2)★19 (19)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 564 (140)20 (2)48 (99)∞5e50/10

Δ HVref
f6, 5-D		 1e0
3.0		 1e-1
73		 1e-2
688		 1e-3
3976		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.5 (8)34 (30)20 (8)8.5 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 104 (132)18 (8)11 (11)114 (88)0/10
SMS-EMOA-DE Auger bbob-biobj 507 (171)35 (7)5.7 (0.9)3.2 (1)★20/10

Δ HVref
f7, 5-D		 1e0
2.0		 1e-1
2763		 1e-2
1.2e5		 1e-3
3.5e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.9 (3)3.3 (4)6.6 (9)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 80 (198)3.2 (6)4.2 (7)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 681 (120)1.3 (0.7)1.7 (2)∞5e50/10

Δ HVref
f8, 5-D		 1e0
3.0		 1e-1
2167		 1e-2
1.6e5		 1e-3
2.1e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 19 (43)4.7 (3)1.9 (3)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 142 (122)1.0 (0.4)4.6 (5)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 467 (74)1.6 (0.5)1.0 (1.0)∞5e50/10

Δ HVref
f9, 5-D		 1e0
4.0		 1e-1
96		 1e-2
521		 1e-3
1986		 #succ
10/10
COMO-100 dufosse bbob-biobj 7.9 (19)18 (21)22 (8)14 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 67 (92)25 (37)11 (19)30 (32)0/10
SMS-EMOA-DE Auger bbob-biobj 332 (53)22 (3)6.0 (0.6)∞5e50/10

Δ HVref
f10, 5-D		 1e0
4.0		 1e-1
323		 1e-2
9839		 1e-3
52107		 #succ
10/10
COMO-100 dufosse bbob-biobj 16 (31)13 (7)2.2 (0.7)11 (15)0/10
NSGA-II-MATLAB Auger bbob-biobj 95 (111)10 (14)6.1 (8)10 (11)0/10
SMS-EMOA-DE Auger bbob-biobj 331 (53)8.6 (1)15 (26)15 (34)0/10

Δ HVref
f11, 5-D		 1e0
5.0		 1e-1
56		 1e-2
436		 1e-3
9189		 #succ
9/10
COMO-100 dufosse bbob-biobj 4.5 (10)10 (22)12 (22)3.1 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 28 (48)11 (5)3.2 (2)5.7 (11)0/10
SMS-EMOA-DE Auger bbob-biobj 89 (92)19 (10)4.7 (2)∞5e50/10

Δ HVref
f12, 5-D		 1e0
5.0		 1e-1
44		 1e-2
641		 1e-3
3991		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (1)29 (64)11 (20)4.6 (7)6/10
NSGA-II-MATLAB Auger bbob-biobj 80 (84)23 (17)11 (21)36 (63)5/10
SMS-EMOA-DE Auger bbob-biobj 147 (154)42 (30)91 (198)55 (63)1/10

Δ HVref
f13, 5-D		 1e0
7.0		 1e-1
60		 1e-2
560		 1e-3
5582		 #succ
10/10
COMO-100 dufosse bbob-biobj 6.2 (12)15 (20)11 (12)3.6 (3)6/10
NSGA-II-MATLAB Auger bbob-biobj 65 (53)15 (6)9.4 (18)10 (21)3/10
SMS-EMOA-DE Auger bbob-biobj 248 (59)36 (6)5.5 (2)39 (67)0/10

Δ HVref
f14, 5-D		 1e0
5.0		 1e-1
247		 1e-2
1713		 1e-3
12801		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.54 (0.4)27 (15)17 (5)5.4 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 66 (63)13 (17)45 (58)378 (508)0/10
SMS-EMOA-DE Auger bbob-biobj 269 (85)882 (1014)∞∞5e50/10

Δ HVref
f15, 5-D		 1e0
6.0		 1e-1
74		 1e-2
677		 1e-3
6559		 #succ
10/10
COMO-100 dufosse bbob-biobj 10 (21)59 (74)24 (15)5.8 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 80 (93)32 (41)11 (19)28 (75)0/10
SMS-EMOA-DE Auger bbob-biobj 300 (111)795 (1699)1731 (1108)∞5e50/10

Δ HVref
f16, 5-D		 1e0
3.0		 1e-1
2810		 1e-2
2.0e5		 1e-3
4.2e6		 #succ
3/10
COMO-100 dufosse bbob-biobj 0.63 (0.5)2.5 (3)0.27 (0.2)0.50 (0.8)1/10
NSGA-II-MATLAB Auger bbob-biobj 135 (130)4.0 (9)6.5 (8)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 541 (168)46 (89)∞∞5e50/10

Δ HVref
f17, 5-D		 1e0
29		 1e-1
2935		 1e-2
48624		 1e-3
2.4e6		 #succ
3/10
COMO-100 dufosse bbob-biobj 51 (127)3.3 (5)2.2 (3)0.34 (0.2)0/10
NSGA-II-MATLAB Auger bbob-biobj 16 (19)3.4 (6)10 (12)2.0 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 55 (22)1.5 (0.9)93 (82)∞5e50/10

Δ HVref
f18, 5-D		 1e0
2.0		 1e-1
56		 1e-2
557		 1e-3
6912		 #succ
8/10
COMO-100 dufosse bbob-biobj 4.2 (8)5.6 (10)7.6 (9)4.7 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 158 (199)15 (5)2.4 (0.7)41 (49)0/10
SMS-EMOA-DE Auger bbob-biobj 654 (190)36 (8)104 (225)290 (579)0/10

Δ HVref
f19, 5-D		 1e0
9.0		 1e-1
1292		 1e-2
6164		 1e-3
88464		 #succ
9/10
COMO-100 dufosse bbob-biobj 4.9 (10)2.5 (3)2.4 (1)0.39 (0.2)1/10
NSGA-II-MATLAB Auger bbob-biobj 67 (35)18 (43)11 (13)1.8 (2)0/10
SMS-EMOA-DE Auger bbob-biobj 154 (33)45 (97)731 (933)∞5e50/10

Δ HVref
f20, 5-D		 1e0
4.0		 1e-1
70		 1e-2
1162		 1e-3
5724		 #succ
10/10
COMO-100 dufosse bbob-biobj 33 (80)26 (35)11 (8)6.5 (4)2/10
NSGA-II-MATLAB Auger bbob-biobj 761 (1728)63 (116)12 (19)153 (158)0/10
SMS-EMOA-DE Auger bbob-biobj 431 (240)41 (13)51 (216)205 (175)0/10

Δ HVref
f21, 5-D		 1e0
5.0		 1e-1
86		 1e-2
3249		 1e-3
9924		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.4 (7)21 (27)3.5 (3)3.3 (2)3/10
NSGA-II-MATLAB Auger bbob-biobj 56 (76)13 (6)19 (79)20 (25)1/10
SMS-EMOA-DE Auger bbob-biobj 344 (85)29 (8)39 (77)76 (38)0/10

Δ HVref
f22, 5-D		 1e0
3.0		 1e-1
97		 1e-2
1168		 1e-3
12608		 #succ
9/10
COMO-100 dufosse bbob-biobj 16 (38)43 (47)22 (8)5.5 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 41 (102)16 (6)25 (27)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 505 (175)31 (6)3867 (8562)∞5e50/10

Δ HVref
f23, 5-D		 1e0
1		 1e-1
59		 1e-2
618		 1e-3
4410		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.9 (2)21 (23)21 (10)7.5 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 202 (343)23 (10)11 (11)143 (141)0/10
SMS-EMOA-DE Auger bbob-biobj 1683 (449)48 (8)354 (1012)∞5e50/10

Δ HVref
f24, 5-D		 1e0
5.0		 1e-1
2347		 1e-2
1.8e5		 1e-3
4.1e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.3 (2)4.0 (3)0.36 (0.1)★2∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 71 (84)5.2 (10)5.7 (6)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 380 (73)2.2 (1)26 (45)∞5e50/10

Δ HVref
f25, 5-D		 1e0
9.0		 1e-1
3143		 1e-2
1.2e5		 1e-3
2.5e6		 #succ
3/10
COMO-100 dufosse bbob-biobj 14 (35)2.8 (3)0.99 (1)0.36 (0.3)0/10
NSGA-II-MATLAB Auger bbob-biobj 47 (87)10 (20)7.2 (9)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 182 (52)1.3 (0.7)3.4 (2)∞5e50/10

Δ HVref
f26, 5-D		 1e0
7.0		 1e-1
59		 1e-2
2182		 1e-3
13673		 #succ
8/10
COMO-100 dufosse bbob-biobj 13 (30)21 (20)5.6 (8)5.9 (10)0/10
NSGA-II-MATLAB Auger bbob-biobj 88 (83)31 (35)1.5 (2)7.5 (14)0/10
SMS-EMOA-DE Auger bbob-biobj 266 (68)40 (10)1.6 (0.8)25 (46)0/10

Δ HVref
f27, 5-D		 1e0
6.0		 1e-1
2631		 1e-2
21971		 1e-3
44576		 #succ
10/10
COMO-100 dufosse bbob-biobj 27 (64)1.2 (1)0.83 (0.5)5.5 (6)0/10
NSGA-II-MATLAB Auger bbob-biobj 386 (848)5.5 (11)12 (19)15 (11)0/10
SMS-EMOA-DE Auger bbob-biobj 274 (143)22 (48)15 (40)26 (42)0/10

Δ HVref
f28, 5-D		 1e0
2.0		 1e-1
20		 1e-2
145		 1e-3
1230		 #succ
9/10
COMO-100 dufosse bbob-biobj 7.4 (17)36 (60)35 (26)16 (4)8/10
NSGA-II-MATLAB Auger bbob-biobj 95 (173)46 (9)16 (11)27 (32)0/10
SMS-EMOA-DE Auger bbob-biobj 727 (126)111 (19)21 (3)631 (1441)0/10

Δ HVref
f29, 5-D		 1e0
3.0		 1e-1
114		 1e-2
1413		 1e-3
13660		 #succ
10/10
COMO-100 dufosse bbob-biobj 41 (102)54 (46)18 (6)5.8 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 140 (151)36 (59)29 (34)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 444 (142)25 (5)∞∞5e50/10

Δ HVref
f30, 5-D		 1e0
1		 1e-1
33		 1e-2
366		 1e-3
2294		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.5 (4)41 (66)34 (14)13 (3)2/10
NSGA-II-MATLAB Auger bbob-biobj 155 (384)92 (147)42 (68)71 (181)0/10
SMS-EMOA-DE Auger bbob-biobj 1634 (286)72 (11)162 (342)∞5e50/10

Δ HVref
f31, 5-D		 1e0
3.0		 1e-1
2166		 1e-2
50028		 1e-3
3.2e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 7.4 (14)4.2 (4)1.1 (0.4)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 71 (120)7.0 (14)10 (13)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 516 (92)2.0 (1)41 (67)∞5e50/10

Δ HVref
f32, 5-D		 1e0
3.0		 1e-1
2131		 1e-2
1.1e5		 1e-3
2.4e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 5.3 (12)2.7 (3)0.53 (0.3)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 73 (107)5.1 (8)8.2 (10)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 491 (99)1.3 (0.4)6.9 (5)∞5e50/10

Δ HVref
f33, 5-D		 1e0
6.0		 1e-1
627		 1e-2
1214		 1e-3
3730		 #succ
7/10
COMO-100 dufosse bbob-biobj 10 (22)90 (200)50 (112)20 (38)2/10
NSGA-II-MATLAB Auger bbob-biobj 64 (67)90 (200)47 (104)18 (37)1/10
SMS-EMOA-DE Auger bbob-biobj 263 (51)92 (200)105 (206)35 (168)0/10

Δ HVref
f34, 5-D		 1e0
9.0		 1e-1
1376		 1e-2
15575		 1e-3
54195		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.5 (3)2.2 (2)1.1 (0.4)3.0 (5)0/10
NSGA-II-MATLAB Auger bbob-biobj 21 (34)1.6 (1)5.2 (6)15 (16)0/10
SMS-EMOA-DE Auger bbob-biobj 170 (48)1.9 (0.4)14 (16)83 (120)0/10

Δ HVref
f35, 5-D		 1e0
1		 1e-1
141		 1e-2
2268		 1e-3
51388		 #succ
8/10
COMO-100 dufosse bbob-biobj 3.7 (7)28 (22)10 (3)1.7 (0.5)★20/10
NSGA-II-MATLAB Auger bbob-biobj 64 (158)9.5 (3)29 (37)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 1059 (267)18 (2)362 (605)∞5e50/10

Δ HVref
f36, 5-D		 1e0
2.0		 1e-1
204		 1e-2
4640		 1e-3
41237		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.2 (9)32 (18)8.3 (4)3.0 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 91 (164)12 (14)20 (31)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 680 (380)15 (2)43 (54)19 (30)0/10

Δ HVref
f37, 5-D		 1e0
2.0		 1e-1
3956		 1e-2
1.5e5		 1e-3
2.5e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 1 (1)3.2 (2)2.0 (2)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 73 (129)1.0 (0.9)5.0 (7)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 685 (213)1.2 (0.7)4.2 (4)∞5e50/10

Δ HVref
f38, 5-D		 1e0
4.0		 1e-1
4366		 1e-2
2.7e5		 1e-3
5.4e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 1.0 (1)4.6 (3)17 (22)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 88 (91)2.2 (2)5.2 (6)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 361 (123)1.3 (0.6)1.5 (2)∞5e50/10

Δ HVref
f39, 5-D		 1e0
2.0		 1e-1
215		 1e-2
1160		 1e-3
47472		 #succ
8/10
COMO-100 dufosse bbob-biobj 5.0 (11)19 (10)22 (8)1.9 (0.8)0/10
NSGA-II-MATLAB Auger bbob-biobj 95 (171)6.8 (3)19 (17)31 (67)0/10
SMS-EMOA-DE Auger bbob-biobj 665 (115)12 (3)1010 (1185)95 (68)0/10

Δ HVref
f40, 5-D		 1e0
2.0		 1e-1
998		 1e-2
34442		 1e-3
2.0e5		 #succ
8/10
COMO-100 dufosse bbob-biobj 2.9 (4)9.3 (3)2.6 (4)11 (12)0/10
NSGA-II-MATLAB Auger bbob-biobj 161 (173)2.7 (1)4.1 (6)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 691 (173)3.3 (0.6)7.3 (30)∞5e50/10

Δ HVref
f41, 5-D		 1e0
2.0		 1e-1
48		 1e-2
708		 1e-3
6343		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.0 (7)53 (61)20 (11)5.5 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 173 (185)29 (17)12 (16)81 (114)0/10
SMS-EMOA-DE Auger bbob-biobj 971 (397)60 (15)7.0 (2)3.7 (2)0/10

Δ HVref
f42, 5-D		 1e0
2.0		 1e-1
2525		 1e-2
3.4e5		 1e-3
4.3e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 3.9 (8)26 (55)13 (32)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 220 (254)4.3 (8)2.8 (5)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 863 (221)1.8 (1)2.1 (2)∞5e50/10

Δ HVref
f43, 5-D		 1e0
4.0		 1e-1
2468		 1e-2
1.5e5		 1e-3
3.8e6		 #succ
2/10
COMO-100 dufosse bbob-biobj 2.2 (3)3.1 (3)1.8 (2)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 65 (99)6.8 (14)4.3 (9)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 416 (100)1.4 (0.4)1.3 (2)∞5e50/10

Δ HVref
f44, 5-D		 1e0
6.0		 1e-1
86		 1e-2
513		 1e-3
1853		 #succ
10/10
COMO-100 dufosse bbob-biobj 23 (56)34 (50)28 (16)17 (5)1/10
NSGA-II-MATLAB Auger bbob-biobj 80 (113)14 (7)7.4 (10)34 (47)0/10
SMS-EMOA-DE Auger bbob-biobj 288 (100)29 (7)7.2 (2)635 (1214)0/10

Δ HVref
f45, 5-D		 1e0
4.0		 1e-1
816		 1e-2
5730		 1e-3
53653		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.7 (8)5.8 (3)14 (45)23 (30)0/10
NSGA-II-MATLAB Auger bbob-biobj 53 (82)2.3 (1)★10 (9)90 (82)0/10
SMS-EMOA-DE Auger bbob-biobj 347 (110)3.9 (0.5)40 (45)16 (30)0/10

Δ HVref
f46, 5-D		 1e0
4.0		 1e-1
11925		 1e-2
4.9e5		 1e-3
5.6e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 3.0 (6)2.3 (1)2.7 (4)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 88 (111)3.5 (4)∞∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 424 (98)1.0 (0.7)∞∞5e50/10

Δ HVref
f47, 5-D		 1e0
3.0		 1e-1
4172		 1e-2
2.7e5		 1e-3
4.4e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.2 (2)4.6 (3)7.7 (6)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 67 (103)6.8 (14)17 (24)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 468 (128)1.7 (1)5.0 (13)∞5e50/10

Δ HVref
f48, 5-D		 1e0
9.0		 1e-1
2160		 1e-2
1.1e5		 1e-3
2.1e6		 #succ
2/10
COMO-100 dufosse bbob-biobj 8.8 (20)6.7 (9)2.3 (3)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 35 (50)11 (27)2.7 (2)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 174 (54)2.5 (3)18 (25)∞5e50/10

Δ HVref
f49, 5-D		 1e0
9.0		 1e-1
3737		 1e-2
2.0e5		 1e-3
1.3e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 10 (24)18 (68)10 (12)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 42 (54)7.9 (17)5.2 (4)3.5 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 161 (53)1.3 (0.8)5.9 (5)∞5e50/10

Δ HVref
f50, 5-D		 1e0
6.0		 1e-1
3913		 1e-2
2.2e5		 1e-3
2.6e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 0.93 (2)3.7 (4)1.4 (3)∞5e50/10
NSGA-II-MATLAB Auger bbob-biobj 39 (68)2.4 (4)5.8 (12)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 238 (56)1.3 (1)1.2 (1)∞5e50/10

Δ HVref
f51, 5-D		 1e0
8.0		 1e-1
1251		 1e-2
32465		 1e-3
2.5e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 3.3 (7)5.4 (7)1.7 (0.8)0.86 (1)1/10
NSGA-II-MATLAB Auger bbob-biobj 53 (51)2.6 (3)11 (22)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 176 (44)2.3 (1)3.1 (5)∞5e50/10

Δ HVref
f52, 5-D		 1e0
2.0		 1e-1
3027		 1e-2
1.4e5		 1e-3
2.1e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 2.1 (3)2.6 (2)1.2 (2)2.2 (0.8)0/10
NSGA-II-MATLAB Auger bbob-biobj 133 (178)3.2 (6)3.0 (3)∞5e50/10
SMS-EMOA-DE Auger bbob-biobj 629 (175)1.1 (0.4)2.6 (2)∞5e50/10

Δ HVref
f53, 5-D		 1e0
2.0		 1e-1
13		 1e-2
42		 1e-3
1443		 #succ
2/10
COMO-100 dufosse bbob-biobj 9.1 (21)12 (14)★229 (32)42 (176)1/10
NSGA-II-MATLAB Auger bbob-biobj 116 (202)62 (12)29 (19)40 (88)1/10
SMS-EMOA-DE Auger bbob-biobj 651 (202)146 (15)53 (6)2.2 (1)1/10

Δ HVref
f54, 5-D		 1e0
98		 1e-1
1514		 1e-2
12856		 1e-3
45502		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.1 (5)1.8 (3)1.2 (0.4)0.72 (0.2)0/10
NSGA-II-MATLAB Auger bbob-biobj 23 (52)2.0 (3)4.5 (6)7.3 (9)0/10
SMS-EMOA-DE Auger bbob-biobj 15 (4)1.7 (0.4)26 (29)44 (47)0/10

Δ HVref
f55, 5-D		 1e0
3.0		 1e-1
1415		 1e-2
18086		 1e-3
51245		 #succ
9/10
COMO-100 dufosse bbob-biobj 2.2 (5)5.2 (3)1.2 (0.4)7.4 (20)0/10
NSGA-II-MATLAB Auger bbob-biobj 98 (121)7.7 (11)10 (8)27 (42)0/10
SMS-EMOA-DE Auger bbob-biobj 318 (101)2.7 (1)29 (64)23 (34)1/10

Previous dimension | Dimension = 10 | Next dimension

Δ HVref
f1, 10-D		 1e0
1		 1e-1
93		 1e-2
886		 1e-3
5534		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)95 (25)35 (3)13 (0.6)0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)84 (93)85 (87)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2267 (214)43 (3)7.6 (0.3)★22.7 (0.2)★210/10

Δ HVref
f2, 10-D		 1e0
2.0		 1e-1
98		 1e-2
880		 1e-3
6397		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.90 (1)75 (27)34 (5)11 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 74 (184)102 (194)94 (171)1480 (899)0/10
SMS-EMOA-DE Auger bbob-biobj 1403 (270)4427 (7657)1.0e4 (9375)∞1e60/10

Δ HVref
f3, 10-D		 1e0
2.0		 1e-1
114		 1e-2
1001		 1e-3
6064		 #succ
10/10
COMO-100 dufosse bbob-biobj 25 (52)97 (45)32 (6)12 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 116 (216)145 (237)143 (221)720 (742)0/10
SMS-EMOA-DE Auger bbob-biobj 1502 (282)43 (5)1507 (500)∞1e60/10

Δ HVref
f4, 10-D		 1e0
1		 1e-1
118		 1e-2
1013		 1e-3
6250		 #succ
9/10
COMO-100 dufosse bbob-biobj 1 (0)101 (31)33 (8)29 (42)★0/10
NSGA-II-MATLAB Auger bbob-biobj 97 (240)131 (215)53 (45)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2684 (414)36 (2)2311 (1481)∞1e60/10

Δ HVref
f5, 10-D		 1e0
1		 1e-1
176		 1e-2
1805		 1e-3
20009		 #succ
9/10
COMO-100 dufosse bbob-biobj 1 (0)95 (29)29 (3)7.4 (3)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)122 (156)413 (373)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2395 (388)27 (4)7.1 (3)★2∞1e60/10

Δ HVref
f6, 10-D		 1e0
4.0		 1e-1
120		 1e-2
1280		 1e-3
8850		 #succ
10/10
COMO-100 dufosse bbob-biobj 18 (43)103 (61)30 (6)9.2 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 56 (108)109 (96)100 (104)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 749 (110)40 (5)6.7 (0.7)★213 (23)0/10

Δ HVref
f7, 10-D		 1e0
3.0		 1e-1
11174		 1e-2
6.9e5		 1e-3
3.7e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 44 (108)14 (26)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 104 (164)36 (45)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 967 (132)1.9 (2)14 (16)∞1e60/10

Δ HVref
f8, 10-D		 1e0
4.0		 1e-1
7518		 1e-2
1.4e6		 1e-3
2.0e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 11 (20)5.6 (2)2.8 (2)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 144 (116)47 (100)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 685 (108)1.6 (1)★∞∞1e60/10

Δ HVref
f9, 10-D		 1e0
1		 1e-1
116		 1e-2
906		 1e-3
3733		 #succ
9/10
COMO-100 dufosse bbob-biobj 1 (0)88 (29)32 (3)16 (1)★20/10
NSGA-II-MATLAB Auger bbob-biobj 39 (96)58 (55)60 (70)2651 (2009)0/10
SMS-EMOA-DE Auger bbob-biobj 2470 (302)34 (4)6.8 (1.0)★2∞1e60/10

Δ HVref
f10, 10-D		 1e0
2.0		 1e-1
3855		 1e-2
90606		 1e-3
1.5e6		 #succ
9/10
COMO-100 dufosse bbob-biobj 40 (98)6.5 (1)26 (36)6.1 (15)0/10
NSGA-II-MATLAB Auger bbob-biobj 84 (208)24 (32)100 (88)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1276 (227)17 (39)99 (171)6.1 (8)0/10

Δ HVref
f11, 10-D		 1e0
7.0		 1e-1
138		 1e-2
1132		 1e-3
31641		 #succ
7/10
COMO-100 dufosse bbob-biobj 10 (26)29 (70)25 (27)5.3 (3)0/10
NSGA-II-MATLAB Auger bbob-biobj 24 (59)29 (58)29 (64)43 (93)0/10
SMS-EMOA-DE Auger bbob-biobj 146 (91)16 (6)3556 (4647)∞1e60/10

Δ HVref
f12, 10-D		 1e0
4.0		 1e-1
59		 1e-2
447		 1e-3
4680		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.2 (2)31 (37)42 (47)16 (6)3/10
NSGA-II-MATLAB Auger bbob-biobj 79 (104)19 (6)37 (58)49 (134)0/10
SMS-EMOA-DE Auger bbob-biobj 463 (139)60 (12)13 (2)94 (214)0/10

Δ HVref
f13, 10-D		 1e0
9.0		 1e-1
32		 1e-2
220		 1e-3
3827		 #succ
10/10
COMO-100 dufosse bbob-biobj 20 (48)101 (172)73 (51)16 (7)5/10
NSGA-II-MATLAB Auger bbob-biobj 27 (52)185 (225)91 (101)19 (22)0/10
SMS-EMOA-DE Auger bbob-biobj 317 (70)119 (22)1159 (2276)∞1e60/10

Δ HVref
f14, 10-D		 1e0
4.0		 1e-1
351		 1e-2
3352		 1e-3
76555		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.7 (6)67 (32)19 (4)★22.3 (0.9)★20/10
NSGA-II-MATLAB Auger bbob-biobj 65 (110)50 (55)868 (1858)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 682 (162)6667 (7836)∞∞1e60/10

Δ HVref
f15, 10-D		 1e0
6.0		 1e-1
102		 1e-2
1082		 1e-3
10556		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.4 (8)94 (93)37 (11)8.4 (3)★20/10
NSGA-II-MATLAB Auger bbob-biobj 97 (80)29 (26)43 (41)424 (551)0/10
SMS-EMOA-DE Auger bbob-biobj 570 (142)4254 (9810)8325 (8780)∞1e60/10

Δ HVref
f16, 10-D		 1e0
4.0		 1e-1
16889		 1e-2
7.3e5		 1e-3
2.2e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.9 (4)1.9 (2)1.1 (2)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 79 (146)20 (44)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 833 (205)139 (266)∞∞1e60/10

Δ HVref
f17, 10-D		 1e0
8.0		 1e-1
7097		 1e-2
2.5e5		 1e-3
4.0e6		 #succ
1/10
COMO-100 dufosse bbob-biobj 12 (27)3.8 (3)0.50 (0.1)★21.1 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 55 (57)46 (68)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 383 (80)96 (106)∞∞1e60/10

Δ HVref
f18, 10-D		 1e0
7.0		 1e-1
75		 1e-2
650		 1e-3
8969		 #succ
7/10
COMO-100 dufosse bbob-biobj 0.89 (2)40 (53)35 (20)8.6 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 48 (56)15 (3)5.9 (8)★69 (88)0/10
SMS-EMOA-DE Auger bbob-biobj 399 (28)1536 (3337)1546 (3847)∞1e60/10

Δ HVref
f19, 10-D		 1e0
4.0		 1e-1
6872		 1e-2
58336		 1e-3
2.7e6		 #succ
9/10
COMO-100 dufosse bbob-biobj 1.2 (2)2.3 (0.8)0.77 (0.4)★0.19 (0.2)0/10
NSGA-II-MATLAB Auger bbob-biobj 63 (114)7.5 (12)19 (19)3.6 (4)0/10
SMS-EMOA-DE Auger bbob-biobj 689 (99)146 (182)∞∞1e60/10

Δ HVref
f20, 10-D		 1e0
8.0		 1e-1
84		 1e-2
640		 1e-3
4014		 #succ
10/10
COMO-100 dufosse bbob-biobj 19 (44)58 (77)30 (37)39 (70)5/10
NSGA-II-MATLAB Auger bbob-biobj 64 (70)89 (192)165 (398)127 (337)0/10
SMS-EMOA-DE Auger bbob-biobj 335 (249)65 (38)14 (5)110 (249)0/10

Δ HVref
f21, 10-D		 1e0
3.0		 1e-1
105		 1e-2
826		 1e-3
24204		 #succ
8/10
COMO-100 dufosse bbob-biobj 35 (83)64 (62)30 (20)8.8 (19)2/10
NSGA-II-MATLAB Auger bbob-biobj 787 (1737)160 (265)265 (456)185 (115)0/10
SMS-EMOA-DE Auger bbob-biobj 1147 (174)45 (8)8.6 (3)62 (155)0/10

Δ HVref
f22, 10-D		 1e0
2.0		 1e-1
286		 1e-2
2633		 1e-3
22507		 #succ
10/10
COMO-100 dufosse bbob-biobj 24 (55)66 (31)23 (6)★28.2 (7)★20/10
NSGA-II-MATLAB Auger bbob-biobj 347 (788)82 (116)1814 (1721)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1631 (270)24 (4)∞∞1e60/10

Δ HVref
f23, 10-D		 1e0
1		 1e-1
115		 1e-2
943		 1e-3
5370		 #succ
10/10
COMO-100 dufosse bbob-biobj 3.7 (7)80 (80)37 (12)13 (3)★21/10
NSGA-II-MATLAB Auger bbob-biobj 292 (434)19 (9)162 (193)1830 (1816)0/10
SMS-EMOA-DE Auger bbob-biobj 5588 (1219)74 (19)1190 (1061)∞1e60/10

Δ HVref
f24, 10-D		 1e0
2.0		 1e-1
12987		 1e-2
4.8e5		 1e-3
2.6e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.9 (4)3.0 (3)3.4 (4)★2∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 116 (241)35 (55)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2187 (191)1.6 (1)∞∞1e60/10

Δ HVref
f25, 10-D		 1e0
2.0		 1e-1
7857		 1e-2
8.9e5		 1e-3
1.5e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 0.75 (0.6)3.1 (2)0.45 (0.6)0.62 (0.6)0/10
NSGA-II-MATLAB Auger bbob-biobj 100 (201)59 (162)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1852 (246)15 (32)10 (8)∞1e60/10

Δ HVref
f26, 10-D		 1e0
3.0		 1e-1
85		 1e-2
381		 1e-3
1644		 #succ
8/10
COMO-100 dufosse bbob-biobj 11 (26)44 (41)43 (33)40 (43)2/10
NSGA-II-MATLAB Auger bbob-biobj 101 (142)18 (7)18 (20)185 (312)0/10
SMS-EMOA-DE Auger bbob-biobj 1144 (232)52 (9)15 (4)72 (153)0/10

Δ HVref
f27, 10-D		 1e0
2.0		 1e-1
12590		 1e-2
78458		 1e-3
3.5e6		 #succ
8/10
COMO-100 dufosse bbob-biobj 7.0 (16)1.8 (0.6)3.9 (6)1.2 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 237 (322)4.5 (6)38 (39)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1751 (343)42 (122)∞∞1e60/10

Δ HVref
f28, 10-D		 1e0
2.0		 1e-1
24		 1e-2
358		 1e-3
5622		 #succ
7/10
COMO-100 dufosse bbob-biobj 34 (84)185 (128)59 (16)9.2 (2)★27/10
NSGA-II-MATLAB Auger bbob-biobj 92 (230)189 (267)75 (66)133 (184)0/10
SMS-EMOA-DE Auger bbob-biobj 1475 (308)170 (24)17 (2)★∞1e60/10

Δ HVref
f29, 10-D		 1e0
2.0		 1e-1
108		 1e-2
7772		 1e-3
40372		 #succ
10/10
COMO-100 dufosse bbob-biobj 4.7 (10)205 (59)8.0 (2)★24.4 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 96 (239)278 (332)568 (450)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1426 (187)1081 (2317)∞∞1e60/10

Δ HVref
f30, 10-D		 1e0
1		 1e-1
109		 1e-2
968		 1e-3
5577		 #succ
10/10
COMO-100 dufosse bbob-biobj 10 (22)96 (47)38 (7)13 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 377 (456)35 (47)54 (61)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 3346 (266)44 (6)1557 (1550)∞1e60/10

Δ HVref
f31, 10-D		 1e0
2.0		 1e-1
12618		 1e-2
5.8e5		 1e-3
9.2e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 64 (160)3.5 (3)4.2 (4)★∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 77 (190)21 (30)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1598 (271)11 (21)∞∞1e60/10

Δ HVref
f32, 10-D		 1e0
7.0		 1e-1
6372		 1e-2
3.3e5		 1e-3
8.4e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 59 (137)5.1 (3)1.7 (2)★∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 35 (63)115 (119)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 460 (78)1.6 (0.9)∞∞1e60/10

Δ HVref
f33, 10-D		 1e0
3.0		 1e-1
17		 1e-2
154		 1e-3
1507		 #succ
6/10
COMO-100 dufosse bbob-biobj 98 (243)232 (146)103 (65)42 (25)1/10
NSGA-II-MATLAB Auger bbob-biobj 171 (175)69 (17)★268 (97)239 (355)0/10
SMS-EMOA-DE Auger bbob-biobj 969 (135)218 (24)31 (4)174 (332)0/10

Δ HVref
f34, 10-D		 1e0
6.0		 1e-1
3602		 1e-2
54082		 1e-3
9.0e5		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.9 (6)5.2 (2)2.9 (5)0.84 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 65 (81)10 (11)51 (46)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 471 (71)71 (209)44 (56)∞1e60/10

Δ HVref
f35, 10-D		 1e0
1		 1e-1
126		 1e-2
2595		 1e-3
25274		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)117 (27)19 (2)★26.1 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)96 (94)3690 (4143)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2220 (320)38 (2)3562 (6840)∞1e60/10

Δ HVref
f36, 10-D		 1e0
1		 1e-1
327		 1e-2
3312		 1e-3
33699		 #succ
10/10
COMO-100 dufosse bbob-biobj 48 (118)85 (17)21 (4)7.0 (3)★20/10
NSGA-II-MATLAB Auger bbob-biobj 141 (350)71 (70)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2975 (480)19 (3)83 (151)∞1e60/10

Δ HVref
f37, 10-D		 1e0
1		 1e-1
10070		 1e-2
4.9e5		 1e-3
1.7e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.3 (0.8)4.2 (3)18 (16)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 49 (120)32 (107)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2644 (490)1.4 (1)∞∞1e60/10

Δ HVref
f38, 10-D		 1e0
2.0		 1e-1
11650		 1e-2
1.1e6		 1e-3
2.3e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 2.2 (4)5.6 (2)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 137 (246)33 (39)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1373 (305)2.2 (2)8.7 (5)∞1e60/10

Δ HVref
f39, 10-D		 1e0
7.0		 1e-1
355		 1e-2
3656		 1e-3
19977		 #succ
8/10
COMO-100 dufosse bbob-biobj 7.9 (19)62 (25)16 (4)7.6 (4)0/10
NSGA-II-MATLAB Auger bbob-biobj 33 (65)84 (78)761 (1163)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 375 (62)15 (3)2471 (1983)455 (651)0/10

Δ HVref
f40, 10-D		 1e0
1		 1e-1
4399		 1e-2
1.0e5		 1e-3
1.0e6		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)5.8 (0.7)1.8 (3)★1.8 (0.9)★0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)15 (17)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2443 (235)59 (171)92 (99)∞1e60/10

Δ HVref
f41, 10-D		 1e0
5.0		 1e-1
206		 1e-2
1600		 1e-3
11425		 #succ
10/10
COMO-100 dufosse bbob-biobj 18 (38)68 (51)26 (7)7.3 (2)★0/10
NSGA-II-MATLAB Auger bbob-biobj 100 (98)45 (51)180 (220)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 893 (208)32 (5)8.5 (2)★237 (68)0/10

Δ HVref
f42, 10-D		 1e0
1		 1e-1
18170		 1e-2
6.4e5		 1e-3
1.3e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)2.6 (3)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 102 (253)12 (19)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 3645 (622)1.00 (1)7.5 (15)∞1e60/10

Δ HVref
f43, 10-D		 1e0
2.0		 1e-1
5180		 1e-2
3.2e5		 1e-3
7.3e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 57 (142)4.1 (3)1.1 (2)1.3 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 100 (249)41 (68)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1678 (194)1.6 (0.8)7.7 (7)∞1e60/10

Δ HVref
f44, 10-D		 1e0
6.0		 1e-1
125		 1e-2
834		 1e-3
3534		 #succ
8/10
COMO-100 dufosse bbob-biobj 30 (75)85 (74)42 (16)19 (5)★20/10
NSGA-II-MATLAB Auger bbob-biobj 42 (93)41 (60)49 (54)2640 (3255)0/10
SMS-EMOA-DE Auger bbob-biobj 527 (124)36 (5)142 (301)∞1e60/10

Δ HVref
f45, 10-D		 1e0
1		 1e-1
4900		 1e-2
73882		 1e-3
7.4e5		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)4.9 (1)15 (17)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 50 (123)9.5 (14)21 (14)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 3232 (380)1.6 (0.5)55 (129)∞1e60/10

Δ HVref
f46, 10-D		 1e0
3.0		 1e-1
29415		 1e-2
1.5e6		 1e-3
5.8e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 2.3 (5)2.3 (1)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 81 (152)34 (36)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1154 (154)1.0 (0.5)∞∞1e60/10

Δ HVref
f47, 10-D		 1e0
2.0		 1e-1
20669		 1e-2
1.1e6		 1e-3
3.5e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 54 (135)3.2 (2)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 173 (267)23 (31)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1518 (280)6.3 (12)∞∞1e60/10

Δ HVref
f48, 10-D		 1e0
2.0		 1e-1
5403		 1e-2
3.8e5		 1e-3
9.5e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 3.1 (7)5.0 (6)1.4 (1)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 151 (210)29 (62)24 (23)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 1309 (284)22 (93)24 (27)∞1e60/10

Δ HVref
f49, 10-D		 1e0
4.0		 1e-1
25717		 1e-2
2.4e6		 1e-3
1.5e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 11 (27)1.8 (1)3.8 (5)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 67 (122)10 (16)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 705 (100)5.0 (10)∞∞1e60/10

Δ HVref
f50, 10-D		 1e0
4.0		 1e-1
15119		 1e-2
9.2e5		 1e-3
1.2e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 75 (185)4.1 (2)4.5 (9)∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 61 (127)118 (136)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 730 (90)1.7 (0.9)★∞∞1e60/10

Δ HVref
f51, 10-D		 1e0
1		 1e-1
3839		 1e-2
3.9e5		 1e-3
8.7e6		 #succ
0/10
COMO-100 dufosse bbob-biobj 2.7 (4)4.8 (4)0.31 (0.2)★0.48 (0.3)★0/10
NSGA-II-MATLAB Auger bbob-biobj 378 (458)8.1 (14)24 (10)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 2578 (341)1.9 (2)24 (56)∞1e60/10

Δ HVref
f52, 10-D		 1e0
3.0		 1e-1
82946		 1e-2
2.8e6		 1e-3
1.4e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.4 (1)0.74 (0.3)∞∞1e60/10
NSGA-II-MATLAB Auger bbob-biobj 106 (133)7.0 (7)∞∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 896 (74)1.00 (2)∞∞1e60/10

Δ HVref
f53, 10-D		 1e0
2.0		 1e-1
26		 1e-2
117		 1e-3
2163		 #succ
2/10
COMO-100 dufosse bbob-biobj 78 (193)83 (60)81 (19)14 (7)2/10
NSGA-II-MATLAB Auger bbob-biobj 132 (238)50 (15)64 (82)18 (28)0/10
SMS-EMOA-DE Auger bbob-biobj 1314 (217)135 (8)35 (2)2.4 (0.4)0/10

Δ HVref
f54, 10-D		 1e0
5.0		 1e-1
8747		 1e-2
58898		 1e-3
9.5e5		 #succ
9/10
COMO-100 dufosse bbob-biobj 36 (88)2.3 (0.4)2.8 (4)1.7 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 79 (104)3.7 (4)33 (28)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 540 (114)13 (29)68 (119)9.5 (12)0/10

Δ HVref
f55, 10-D		 1e0
3.0		 1e-1
22439		 1e-2
1.0e6		 1e-3
3.0e6		 #succ
8/10
COMO-100 dufosse bbob-biobj 2.8 (4)1.4 (0.4)0.72 (2)1.4 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 59 (122)9.1 (6)2.8 (3)∞1e60/10
SMS-EMOA-DE Auger bbob-biobj 869 (175)12 (33)3.9 (9)3.0 (2)0/10

Previous dimension | Dimension = 20 | Next dimension

Δ HVref
f1, 20-D		 1e0
1		 1e-1
157		 1e-2
1468		 1e-3
8244		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)189 (19)48 (2)17 (0.4)0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)702 (1086)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3698 (518)44 (5)★29.4 (1)★26.0 (0.4)★20/10

Δ HVref
f2, 20-D		 1e0
5.0		 1e-1
163		 1e-2
2170		 1e-3
21153		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.0 (5)237 (79)42 (9)★29.2 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 50 (89)654 (789)8459 (7604)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 845 (92)2.9e4 (3e4)∞∞2e60/10

Δ HVref
f3, 20-D		 1e0
1		 1e-1
216		 1e-2
2384		 1e-3
11104		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)163 (40)32 (4)★214 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)663 (648)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 6675 (906)49 (8)★∞∞2e60/10

Δ HVref
f4, 20-D		 1e0
1		 1e-1
172		 1e-2
1682		 1e-3
10200		 #succ
9/10
COMO-100 dufosse bbob-biobj 1 (0)210 (29)45 (3)★214 (0.5)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)504 (437)1.1e4 (2e4)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4535 (345)44 (4)★2∞∞2e60/10

Δ HVref
f5, 20-D		 1e0
1		 1e-1
190		 1e-2
3207		 1e-3
32860		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)245 (45)35 (3)7.9 (1)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)1635 (2121)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3855 (345)43 (7)★2113 (204)∞2e60/10

Δ HVref
f6, 20-D		 1e0
3.0		 1e-1
236		 1e-2
2134		 1e-3
16568		 #succ
10/10
COMO-100 dufosse bbob-biobj 2.2 (5)150 (35)39 (4)10 (0.7)★20/10
NSGA-II-MATLAB Auger bbob-biobj 72 (155)459 (443)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1686 (242)37 (4)★211 (2)★2208 (272)0/10

Δ HVref
f7, 20-D		 1e0
1		 1e-1
24981		 1e-2
6.8e5		 1e-3
3.8e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)3.7 (2)27 (47)∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)326 (381)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4712 (400)1.5 (2)∞∞2e60/10

Δ HVref
f8, 20-D		 1e0
4.0		 1e-1
16448		 1e-2
2.4e6		 1e-3
2.8e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 162 (405)6.0 (3)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 27 (68)1164 (1064)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1184 (194)24 (47)∞∞2e60/10

Δ HVref
f9, 20-D		 1e0
1		 1e-1
144		 1e-2
1468		 1e-3
5944		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)248 (24)49 (3)22 (1)★28/10
NSGA-II-MATLAB Auger bbob-biobj 111 (275)375 (317)1654 (4110)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4079 (418)44 (2)★25457 (8856)∞2e60/10

Δ HVref
f10, 20-D		 1e0
1		 1e-1
6124		 1e-2
2.0e5		 1e-3
2.4e5		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)9.2 (1)1.7 (3)20 (19)0/10
NSGA-II-MATLAB Auger bbob-biobj 94 (232)223 (170)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4000 (382)85 (163)15 (27)74 (37)0/10

Δ HVref
f11, 20-D		 1e0
3.0		 1e-1
246		 1e-2
3177		 1e-3
1.1e5		 #succ
1/10
COMO-100 dufosse bbob-biobj 1.3 (2)89 (93)48 (21)16 (21)★20/10
NSGA-II-MATLAB Auger bbob-biobj 84 (149)19 (27)215 (327)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 634 (168)17 (3)∞∞2e60/10

Δ HVref
f12, 20-D		 1e0
11		 1e-1
131		 1e-2
1483		 1e-3
11435		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.98 (2)161 (118)76 (24)24 (8)0/10
NSGA-II-MATLAB Auger bbob-biobj 38 (46)142 (223)236 (450)779 (569)0/10
SMS-EMOA-DE Auger bbob-biobj 374 (229)65 (34)10 (4)★1576 (1530)0/10

Δ HVref
f13, 20-D		 1e0
7.0		 1e-1
139		 1e-2
1087		 1e-3
17899		 #succ
7/10
COMO-100 dufosse bbob-biobj 318 (795)197 (104)70 (19)13 (4)★20/10
NSGA-II-MATLAB Auger bbob-biobj 77 (85)128 (192)782 (1540)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 713 (86)1649 (3608)7368 (1e4)∞2e60/10

Δ HVref
f14, 20-D		 1e0
3.0		 1e-1
349		 1e-2
6102		 1e-3
63789		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.63 (0.8)180 (56)★223 (4)★214 (32)★20/10
NSGA-II-MATLAB Auger bbob-biobj 112 (152)4054 (3839)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1520 (199)∞∞∞2e60/10

Δ HVref
f15, 20-D		 1e0
6.0		 1e-1
210		 1e-2
2099		 1e-3
25094		 #succ
9/10
COMO-100 dufosse bbob-biobj 6.0 (15)224 (104)53 (14)★28.7 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 74 (87)192 (343)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1160 (245)2.2e4 (3e4)∞∞2e60/10

Δ HVref
f16, 20-D		 1e0
6.0		 1e-1
32242		 1e-2
1.0e6		 1e-3
1.9e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.1 (2)3.5 (2)★22.4 (3)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 85 (107)84 (95)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1138 (237)∞∞∞2e60/10

Δ HVref
f17, 20-D		 1e0
1		 1e-1
33890		 1e-2
9.3e5		 1e-3
2.7e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)2.4 (2)1.7 (3)★20.69 (0.5)★20/10
NSGA-II-MATLAB Auger bbob-biobj 227 (496)139 (118)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5528 (607)236 (384)∞∞2e60/10

Δ HVref
f18, 20-D		 1e0
6.0		 1e-1
141		 1e-2
1507		 1e-3
17541		 #succ
10/10
COMO-100 dufosse bbob-biobj 22 (51)221 (97)54 (18)17 (9)★20/10
NSGA-II-MATLAB Auger bbob-biobj 62 (88)27 (21)★54 (48)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 802 (51)2.1e4 (1e4)1.2e4 (1e4)∞2e60/10

Δ HVref
f19, 20-D		 1e0
7.0		 1e-1
18889		 1e-2
2.4e5		 1e-3
5.1e6		 #succ
6/10
COMO-100 dufosse bbob-biobj 1.7 (4)3.3 (1)1.5 (2)★3.6 (2)★0/10
NSGA-II-MATLAB Auger bbob-biobj 69 (102)42 (51)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 714 (106)∞∞∞2e60/10

Δ HVref
f20, 20-D		 1e0
3.0		 1e-1
136		 1e-2
1870		 1e-3
8641		 #succ
10/10
COMO-100 dufosse bbob-biobj 0.57 (0.6)125 (77)30 (24)26 (36)5/10
NSGA-II-MATLAB Auger bbob-biobj 101 (176)56 (103)570 (640)330 (348)0/10
SMS-EMOA-DE Auger bbob-biobj 1844 (1198)788 (1771)293 (538)255 (242)0/10

Δ HVref
f21, 20-D		 1e0
5.0		 1e-1
331		 1e-2
1753		 1e-3
9785		 #succ
8/10
COMO-100 dufosse bbob-biobj 39 (96)76 (30)39 (12)22 (16)★23/10
NSGA-II-MATLAB Auger bbob-biobj 126 (314)84 (130)1993 (1207)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1537 (294)31 (6)497 (571)∞2e60/10

Δ HVref
f22, 20-D		 1e0
1		 1e-1
313		 1e-2
4469		 1e-3
23797		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)160 (31)26 (2)★211 (4)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)6470 (1e4)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 6929 (1289)2788 (1e4)∞∞2e60/10

Δ HVref
f23, 20-D		 1e0
3.0		 1e-1
332		 1e-2
2660		 1e-3
16975		 #succ
10/10
COMO-100 dufosse bbob-biobj 1.6 (3)130 (23)37 (4)★213 (8)★20/10
NSGA-II-MATLAB Auger bbob-biobj 110 (190)710 (1419)7301 (1e4)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 6621 (3015)788 (1527)∞∞2e60/10

Δ HVref
f24, 20-D		 1e0
1		 1e-1
61504		 1e-2
8.1e5		 1e-3
6.5e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 963 (2404)1.4 (0.9)23 (45)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 589 (1470)293 (374)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1.1e4 (1583)50 (41)∞∞2e60/10

Δ HVref
f25, 20-D		 1e0
1		 1e-1
34160		 1e-2
9.2e5		 1e-3
1.2e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)1.7 (2)1.2 (1)★∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 193 (479)42 (103)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 8568 (1240)40 (44)∞∞2e60/10

Δ HVref
f26, 20-D		 1e0
3.0		 1e-1
136		 1e-2
1117		 1e-3
4425		 #succ
9/10
COMO-100 dufosse bbob-biobj 615 (1536)195 (75)56 (24)88 (165)1/10
NSGA-II-MATLAB Auger bbob-biobj 53 (132)62 (116)315 (1020)807 (962)0/10
SMS-EMOA-DE Auger bbob-biobj 2316 (422)71 (11)12 (3)681 (1130)0/10

Δ HVref
f27, 20-D		 1e0
1		 1e-1
60235		 1e-2
1.3e6		 1e-3
6.4e6		 #succ
7/10
COMO-100 dufosse bbob-biobj 2.3 (3)4.8 (25)2.4 (2)1.3 (2)0/10
NSGA-II-MATLAB Auger bbob-biobj 400 (568)58 (111)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 7077 (870)133 (216)∞∞2e60/10

Δ HVref
f28, 20-D		 1e0
1		 1e-1
62		 1e-2
539		 1e-3
6898		 #succ
8/10
COMO-100 dufosse bbob-biobj 1 (0)387 (77)102 (8)17 (2)★25/10
NSGA-II-MATLAB Auger bbob-biobj 195 (486)441 (389)2960 (3311)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5337 (704)117 (14)950 (1857)∞2e60/10

Δ HVref
f29, 20-D		 1e0
1		 1e-1
359		 1e-2
3841		 1e-3
30739		 #succ
8/10
COMO-100 dufosse bbob-biobj 1 (0)154 (23)31 (3)★27.2 (0.9)★20/10
NSGA-II-MATLAB Auger bbob-biobj 126 (312)1327 (1909)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4853 (324)2.2e4 (2e4)∞∞2e60/10

Δ HVref
f30, 20-D		 1e0
1		 1e-1
220		 1e-2
1777		 1e-3
10156		 #succ
9/10
COMO-100 dufosse bbob-biobj 7.4 (16)158 (55)47 (7)★215 (1)★20/10
NSGA-II-MATLAB Auger bbob-biobj 183 (454)293 (433)5082 (5741)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5888 (810)43 (8)∞∞2e60/10

Δ HVref
f31, 20-D		 1e0
3.0		 1e-1
27722		 1e-2
8.6e5		 1e-3
3.0e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 92 (229)3.9 (2)21 (29)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 45 (110)657 (1028)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1971 (308)289 (379)∞∞2e60/10

Δ HVref
f32, 20-D		 1e0
6.0		 1e-1
32985		 1e-2
1.1e6		 1e-3
2.6e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 289 (718)2.5 (1)1.1 (2)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 99 (98)149 (217)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 917 (128)142 (121)∞∞2e60/10

Δ HVref
f33, 20-D		 1e0
1		 1e-1
33		 1e-2
278		 1e-3
3348		 #succ
6/10
COMO-100 dufosse bbob-biobj 1 (0)662 (180)184 (42)47 (25)★20/10
NSGA-II-MATLAB Auger bbob-biobj 106 (262)578 (498)2412 (2885)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4720 (477)191 (16)31 (3)★2∞2e60/10

Δ HVref
f34, 20-D		 1e0
3.0		 1e-1
45588		 1e-2
1.9e5		 1e-3
2.3e5		 #succ
8/10
COMO-100 dufosse bbob-biobj 477 (1192)1.2 (0.3)5.2 (11)36 (54)★0/10
NSGA-II-MATLAB Auger bbob-biobj 49 (121)17 (21)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1536 (301)103 (121)95 (132)∞2e60/10

Δ HVref
f35, 20-D		 1e0
1		 1e-1
338		 1e-2
4782		 1e-3
41429		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)127 (20)22 (2)★25.2 (0.6)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)1968 (2349)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4106 (649)29 (3)★2∞∞2e60/10

Δ HVref
f36, 20-D		 1e0
1		 1e-1
454		 1e-2
4824		 1e-3
48159		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)142 (30)30 (4)6.8 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)4570 (6979)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5357 (701)31 (11)★2652 (726)∞2e60/10

Δ HVref
f37, 20-D		 1e0
1		 1e-1
10528		 1e-2
5.2e5		 1e-3
3.5e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)10 (5)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)∞∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5515 (1786)5.4 (6)∞∞2e60/10

Δ HVref
f38, 20-D		 1e0
3.0		 1e-1
36705		 1e-2
3.9e6		 1e-3
2.2e8		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.0 (2)5.3 (3)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 64 (160)∞∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1706 (196)86 (197)∞∞2e60/10

Δ HVref
f39, 20-D		 1e0
1		 1e-1
457		 1e-2
3876		 1e-3
25958		 #succ
10/10
COMO-100 dufosse bbob-biobj 1 (0)113 (15)30 (3)★28.5 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)2584 (2683)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4127 (522)508 (1096)∞∞2e60/10

Δ HVref
f40, 20-D		 1e0
1		 1e-1
26134		 1e-2
2.1e5		 1e-3
2.6e6		 #succ
7/10
COMO-100 dufosse bbob-biobj 1 (0)2.3 (0.4)7.0 (10)★1.9 (2)★0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)144 (126)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3828 (538)13 (28)∞∞2e60/10

Δ HVref
f41, 20-D		 1e0
2.0		 1e-1
245		 1e-2
2389		 1e-3
15818		 #succ
10/10
COMO-100 dufosse bbob-biobj 42 (104)144 (47)37 (5)10 (1)★21/10
NSGA-II-MATLAB Auger bbob-biobj 107 (266)456 (1004)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5379 (1850)85 (26)30 (16)∞2e60/10

Δ HVref
f42, 20-D		 1e0
1		 1e-1
34578		 1e-2
2.9e6		 1e-3
2.3e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)3.3 (2)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 191 (474)149 (159)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 8267 (2405)5.6 (11)∞∞2e60/10

Δ HVref
f43, 20-D		 1e0
2.0		 1e-1
55957		 1e-2
2.3e6		 1e-3
3.9e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.3 (2)1.4 (0.5)2.1 (1)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 122 (214)162 (244)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3108 (348)58 (36)∞∞2e60/10

Δ HVref
f44, 20-D		 1e0
3.0		 1e-1
168		 1e-2
1485		 1e-3
6584		 #succ
10/10
COMO-100 dufosse bbob-biobj 31 (75)200 (72)52 (12)21 (4)★24/10
NSGA-II-MATLAB Auger bbob-biobj 93 (172)261 (540)1477 (1696)∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 1726 (262)49 (10)3151 (4714)∞2e60/10

Δ HVref
f45, 20-D		 1e0
1		 1e-1
49797		 1e-2
2.4e6		 1e-3
5.2e6		 #succ
7/10
COMO-100 dufosse bbob-biobj 1.1 (0.2)1.3 (0.5)0.88 (1)3.5 (6)0/10
NSGA-II-MATLAB Auger bbob-biobj 170 (421)32 (39)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 5408 (374)5.6 (11)7.5 (7)∞2e60/10

Δ HVref
f46, 20-D		 1e0
1		 1e-1
55141		 1e-2
1.0e6		 1e-3
1.1e8		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)2.8 (1)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 81 (200)∞∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 7415 (1315)18 (28)∞∞2e60/10

Δ HVref
f47, 20-D		 1e0
2.0		 1e-1
54618		 1e-2
2.2e6		 1e-3
5.2e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 0.60 (0.2)3.3 (1)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 45 (112)331 (311)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3194 (772)87 (101)∞∞2e60/10

Δ HVref
f48, 20-D		 1e0
1		 1e-1
22301		 1e-2
3.5e5		 1e-3
3.3e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)3.6 (2)23 (17)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 91 (225)220 (317)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4989 (777)1.8 (2)∞∞2e60/10

Δ HVref
f49, 20-D		 1e0
2.0		 1e-1
1.6e5		 1e-2
1.1e7		 1e-3
7.1e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1.1 (1)0.84 (0.4)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 52 (128)113 (110)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 2409 (406)5.8 (6)∞∞2e60/10

Δ HVref
f50, 20-D		 1e0
3.0		 1e-1
22169		 1e-2
1.3e6		 1e-3
2.0e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 0.67 (0.8)4.8 (2)6.7 (11)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 72 (180)∞∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 2692 (2460)365 (654)∞∞2e60/10

Δ HVref
f51, 20-D		 1e0
1		 1e-1
8574		 1e-2
9.9e5		 1e-3
2.2e7		 #succ
0/10
COMO-100 dufosse bbob-biobj 1 (0)7.4 (3)0.28 (0.1)★2∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 269 (471)566 (422)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4426 (492)161 (236)∞∞2e60/10

Δ HVref
f52, 20-D		 1e0
1		 1e-1
82166		 1e-2
4.9e6		 1e-3
2.4e7		 #succ
1/10
COMO-100 dufosse bbob-biobj 1 (0)1.5 (0.7)∞∞2e60/10
NSGA-II-MATLAB Auger bbob-biobj 39 (96)240 (256)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 4388 (464)28 (36)∞∞2e60/10

Δ HVref
f53, 20-D		 1e0
1		 1e-1
28		 1e-2
159		 1e-3
1952		 #succ
8/10
COMO-100 dufosse bbob-biobj 1 (0)649 (139)250 (28)46 (8)6/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)123 (164)147 (139)124 (121)0/10
SMS-EMOA-DE Auger bbob-biobj 4138 (348)202 (10)44 (3)261 (769)0/10

Δ HVref
f54, 20-D		 1e0
7.0		 1e-1
6049		 1e-2
1.6e5		 1e-3
2.5e6		 #succ
8/10
COMO-100 dufosse bbob-biobj 293 (732)8.5 (1)5.9 (9)★22.0 (2)★20/10
NSGA-II-MATLAB Auger bbob-biobj 66 (118)155 (175)∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 620 (92)222 (496)∞∞2e60/10

Δ HVref
f55, 20-D		 1e0
1		 1e-1
8.4e5		 1e-2
8.8e6		 1e-3
8.8e6		 #succ
7/10
COMO-100 dufosse bbob-biobj 1 (0)0.37 (1)0.93 (1)2.1 (1)0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)∞∞∞2e60/10
SMS-EMOA-DE Auger bbob-biobj 3955 (346)21 (39)2.1 (5)∞2e60/10

Previous dimension | Dimension = 40 | First dimension

Δ HVref
f1, 40-D		 1e0
1		 1e-1
6023		 1e-2
9415		 1e-3
3.4e5		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 2.2e4 (3e4)10 (10)★29.4 (6)★21.0 (0.2)★20/10

Δ HVref
f2, 40-D		 1e0
8.0		 1e-1
8937		 1e-2
36920		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 33 (66)★21331 (2178)∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 5022 (9348)4030 (3916)∞ 0/10

Δ HVref
f3, 40-D		 1e0
9.0		 1e-1
9126		 1e-2
14466		 1e-3
1.8e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 14 (35)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 2895 (902)1758 (1754)∞∞4e60/10

Δ HVref
f4, 40-D		 1e0
1		 1e-1
6096		 1e-2
9522		 1e-3
9.9e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.5e4 (6377)443 (822)∞∞4e60/10

Δ HVref
f5, 40-D		 1e0
1		 1e-1
7059		 1e-2
18327		 1e-3
5.1e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞★2∞4e6★20/10
SMS-EMOA-DE Auger bbob-biobj 3.3e4 (6e4)10 (13)★2∞∞4e60/10

Δ HVref
f6, 40-D		 1e0
5.0		 1e-1
7488		 1e-2
13828		 1e-3
2.1e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 25 (61)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 5568 (6174)66 (136)51 (82)∞4e60/10

Δ HVref
f7, 40-D		 1e0
28		 1e-1
26319		 1e-2
4.7e6		 1e-3
2.0e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 3.0 (7)★2∞∞★∞4e6★0/10
SMS-EMOA-DE Auger bbob-biobj 650 (519)28 (55)★∞∞4e60/10

Δ HVref
f8, 40-D		 1e0
32		 1e-1
23042		 1e-2
1.7e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 7.5 (19)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 2.3e4 (5e4)703 (738)∞ 0/10

Δ HVref
f9, 40-D		 1e0
1		 1e-1
6019		 1e-2
8971		 1e-3
27077		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★22906 (2160)∞★∞4e6★0/10
SMS-EMOA-DE Auger bbob-biobj 9.5e4 (2e5)109 (202)★∞∞4e60/10

Δ HVref
f10, 40-D		 1e0
1		 1e-1
1.0e6		 1e-2
4.0e6		 1e-3
1.7e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.8e4 (2e4)2.8 (3)1.6 (1)2.2 (4)0/10

Δ HVref
f11, 40-D		 1e0
3.0		 1e-1
9656		 1e-2
4.4e6		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 34 (84)★25.4 (8)∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 1.5e5 (3e5)278 (311)∞ 0/10

Δ HVref
f12, 40-D		 1e0
7.0		 1e-1
20487		 1e-2
1.1e6		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 18 (45)★24.7 (6)7.1 (9) 0/10
SMS-EMOA-DE Auger bbob-biobj 1086 (366)1.2 (0.7)3.8 (4) 0/10

Δ HVref
f13, 40-D		 1e0
209		 1e-1
8106		 1e-2
17455		 1e-3
1.7e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 2.8 (5)★262 (121)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 156 (199)744 (740)∞∞4e60/10

Δ HVref
f14, 40-D		 1e0
9.0		 1e-1
15592		 1e-2
2.9e5		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 8.9 (22)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 1594 (699)∞∞ 0/10

Δ HVref
f15, 40-D		 1e0
45		 1e-1
35010		 1e-2
3.8e5		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 3.4 (8)★221 (41)∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 660 (337)1029 (1000)∞ 0/10

Δ HVref
f16, 40-D		 1e0
11		 1e-1
2.8e6		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 13 (31)★2∞  0/10
SMS-EMOA-DE Auger bbob-biobj 3198 (3455)∞  0/10

Δ HVref
f17, 40-D		 1e0
11		 1e-1
4.8e5		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 31 (58)★236 (42)  0/10
SMS-EMOA-DE Auger bbob-biobj 9.6e4 (2e5)∞  0/10

Δ HVref
f18, 40-D		 1e0
95		 1e-1
11697		 1e-2
31016		 1e-3
4.0e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 2.3 (6)★23.9 (5)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 659 (1314)528 (1723)1186 (1064)∞4e60/10

Δ HVref
f19, 40-D		 1e0
5.0		 1e-1
4.0e6		 1e-2
1.6e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 20 (50)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 3.1e4 (7e4)∞∞ 0/10

Δ HVref
f20, 40-D		 1e0
40		 1e-1
8896		 1e-2
2.4e5		 1e-3
2.1e6		 #succ
1/10
NSGA-II-MATLAB Auger bbob-biobj 10 (13)★227 (50)45 (65)19 (22)0/10
SMS-EMOA-DE Auger bbob-biobj 273 (218)54 (102)26 (66)18 (37)0/10

Δ HVref
f21, 40-D		 1e0
140		 1e-1
9081		 1e-2
18728		 1e-3
7.5e5		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1.0 (2)★283 (136)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3377 (7178)53 (111)1925 (2029)∞4e60/10

Δ HVref
f22, 40-D		 1e0
1		 1e-1
21394		 1e-2
68583		 1e-3
4.8e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3.5e4 (2e4)∞∞∞4e60/10

Δ HVref
f23, 40-D		 1e0
4.0		 1e-1
54998		 1e-2
97265		 1e-3
3.3e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 24 (58)★216 (23)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3.1e4 (2e4)22 (55)∞∞4e60/10

Δ HVref
f24, 40-D		 1e0
1		 1e-1
1.9e6		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★220 (39)  0/10
SMS-EMOA-DE Auger bbob-biobj 9.1e4 (8e4)∞  0/10

Δ HVref
f25, 40-D		 1e0
4.0		 1e-1
6.1e6		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 12 (30)★22.7 (5)★  0/10
SMS-EMOA-DE Auger bbob-biobj 3.6e4 (6e4)∞  0/10

Δ HVref
f26, 40-D		 1e0
59		 1e-1
13218		 1e-2
22850		 1e-3
1.3e5		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1.8 (5)★212 (12)431 (566)∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 414 (110)2.8 (0.9)119 (219)276 (306)0/10

Δ HVref
f27, 40-D		 1e0
1		 1e-1
2.0e6		 1e-2
1.9e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 3.1e4 (2e4)∞∞ 0/10

Δ HVref
f28, 40-D		 1e0
244		 1e-1
7646		 1e-2
59516		 1e-3
7.7e5		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1.0 (2)★2660 (609)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.5e5 (2e5)4714 (5885)∞∞4e60/10

Δ HVref
f29, 40-D		 1e0
1		 1e-1
8316		 1e-2
30254		 1e-3
6.7e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 2.6e4 (2e4)∞∞∞4e60/10

Δ HVref
f30, 40-D		 1e0
98		 1e-1
8154		 1e-2
18983		 1e-3
7.0e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1.0 (3)★2306 (607)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 240 (97)128 (246)∞∞4e60/10

Δ HVref
f31, 40-D		 1e0
7.0		 1e-1
55825		 1e-2
9.6e6		 1e-3
3.8e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 14 (36)★2657 (645)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3513 (1293)646 (717)∞∞4e60/10

Δ HVref
f32, 40-D		 1e0
57		 1e-1
28540		 1e-2
1.6e7		 1e-3
1.9e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 7.3 (9)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 8846 (1e4)∞∞∞4e60/10

Δ HVref
f33, 40-D		 1e0
1		 1e-1
5510		 1e-2
7194		 1e-3
13709		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★232 (35)∞∞4e6★0/10
SMS-EMOA-DE Auger bbob-biobj 3.1e4 (4e4)13 (16)2235 (1532)★∞4e60/10

Δ HVref
f34, 40-D		 1e0
1		 1e-1
1.7e6		 1e-2
6.0e6		 1e-3
3.7e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 8.1e5 (2e6)∞∞∞4e60/10

Δ HVref
f35, 40-D		 1e0
1		 1e-1
7777		 1e-2
22384		 1e-3
4.2e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 4.6e5 (1e6)68 (263)∞∞4e60/10

Δ HVref
f36, 40-D		 1e0
2.0		 1e-1
11368		 1e-2
2.4e5		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 20 (48)★2∞∞★2 0/10
SMS-EMOA-DE Auger bbob-biobj 1.3e4 (7359)10 (6)★2∞ 0/10

Δ HVref
f37, 40-D		 1e0
1		 1e-1
49950		 1e-2
6.8e6		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞★2 0/10
SMS-EMOA-DE Auger bbob-biobj 2.6e4 (2e4)54 (77)★2∞ 0/10

Δ HVref
f38, 40-D		 1e0
11		 1e-1
67828		 1e-2
3.7e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 12 (29)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 1.3e4 (3e4)∞∞ 0/10

Δ HVref
f39, 40-D		 1e0
1		 1e-1
8397		 1e-2
27400		 1e-3
4.5e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3.9e4 (7e4)∞∞∞4e60/10

Δ HVref
f40, 40-D		 1e0
1		 1e-1
9235		 1e-2
4.0e6		 1e-3
1.0e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞★2∞4e6★20/10
SMS-EMOA-DE Auger bbob-biobj 2.4e5 (6e5)367 (334)★2∞∞4e60/10

Δ HVref
f41, 40-D		 1e0
42		 1e-1
29058		 1e-2
77278		 1e-3
1.1e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 4.2 (9)★2559 (379)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.3e4 (3e4)22 (37)33 (29)∞4e60/10

Δ HVref
f42, 40-D		 1e0
6.0		 1e-1
1.7e6		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 14 (36)★222 (31)  0/10
SMS-EMOA-DE Auger bbob-biobj 8.5e4 (3e5)4.2 (8)  0/10

Δ HVref
f43, 40-D		 1e0
8.0		 1e-1
41747		 1e-2
∞		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 32 (56)★2∞  0/10
SMS-EMOA-DE Auger bbob-biobj 5610 (5529)867 (1030)  0/10

Δ HVref
f44, 40-D		 1e0
6.0		 1e-1
7836		 1e-2
19356		 1e-3
1.1e5		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 17 (42)★299 (193)∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 4769 (5813)64 (131)∞∞4e60/10

Δ HVref
f45, 40-D		 1e0
3.0		 1e-1
4.0e6		 1e-2
9.4e6		 1e-3
3.8e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 56 (139)★2∞∞∞4e6★0/10
SMS-EMOA-DE Auger bbob-biobj 5703 (2647)1.5 (1)★4.0 (3)★∞4e60/10

Δ HVref
f46, 40-D		 1e0
2.0		 1e-1
1.6e6		 1e-2
3.8e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 46 (113)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 2.6e4 (1e4)∞∞ 0/10

Δ HVref
f47, 40-D		 1e0
6.0		 1e-1
1.2e5		 1e-2
4.0e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 42 (104)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 6922 (3901)∞∞ 0/10

Δ HVref
f48, 40-D		 1e0
1		 1e-1
69919		 1e-2
1.7e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 1.7e4 (7089)230 (372)∞ 0/10

Δ HVref
f49, 40-D		 1e0
1		 1e-1
1.1e6		 1e-2
7.3e6		 1e-3
1.9e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.9e4 (1e4)10 (17)∞∞4e60/10

Δ HVref
f50, 40-D		 1e0
1		 1e-1
5.0e5		 1e-2
3.7e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 1.7e7 (4e7)∞∞ 0/10

Δ HVref
f51, 40-D		 1e0
10		 1e-1
25050		 1e-2
1.6e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 16 (40)★2387 (526)∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 2.0e4 (5e4)651 (753)∞ 0/10

Δ HVref
f52, 40-D		 1e0
7.0		 1e-1
1.0e6		 1e-2
6.8e6		 1e-3
1.9e7		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 12 (29)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 1.1e5 (2e5)16 (38)∞∞4e60/10

Δ HVref
f53, 40-D		 1e0
1		 1e-1
6336		 1e-2
8127		 1e-3
12091		 #succ
2/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★27.9 (12)150 (142)3147 (3060)0/10
SMS-EMOA-DE Auger bbob-biobj 3.7e4 (6e4)152 (258)410 (442)2986 (4714)0/10

Δ HVref
f54, 40-D		 1e0
1		 1e-1
1.0e6		 1e-2
6.0e6		 1e-3
9.9e6		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞∞4e60/10
SMS-EMOA-DE Auger bbob-biobj 3.9e4 (6e4)36 (31)∞∞4e60/10

Δ HVref
f55, 40-D		 1e0
1		 1e-1
2.7e6		 1e-2
1.6e7		 1e-3
∞		 #succ
0/10
NSGA-II-MATLAB Auger bbob-biobj 1 (0)★2∞∞ 0/10
SMS-EMOA-DE Auger bbob-biobj 9022 (5875)1.6 (2)∞ 0/10

Expected runtime (ERT in number of function evaluations) divided by the respective best ERT measured during BBOB-2016 in different dimensions. This ERT ratio and, in braces as dispersion measure, the half difference between 10 and 90%-tile of bootstrapped run lengths appear for each algorithm and target, the corresponding reference ERT  in the first row. The different target ∆I-values are shown in the top row. #succ is the number of trials that reached the (final) target Iref+ 10−5. The median number of conducted function evaluations is additionally given in italics, if the target in the last column was never reached. Entries, succeeded by a star, are statistically significantly better (according to the rank-sum test) when compared to all other algorithms of the table, with p = 0.05 or p = 10−k when the number k following the star is larger than 1, with Bonferroni correction by the number of functions (55). A ↓ indicates the same tested against the best algorithm from BBOB 2016. Best results are printed in bold.