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

Last dimension | Dimension = 2 | Next dimension

Δ fopt
f1, 2-D
1e1
2.0
1e0
6.0
1e-1
6.0
1e-2
6.0
1e-3
6.0
1e-5
6.0
1e-7
6.0
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.5 (0.9)1.5 (1)2.4 (0.4)3.8 (0.6)★34.7 (1)★325 (23)286 (585)0/15
R-DE-10e2-Tanabe-noiseless 2.1 (2)1.9 (2)8.0 (4)12 (5)18 (4)36 (18)165 (283)0/15
R-DE-10e5-Tanabe-noiseless 1.5 (1)7.7 (31)28 (3)72 (152)76 (228)84 (228)101 (109)15/15
R-SHADE-10e2-Tanabe-noiseless 1.9 (2)3.0 (2)10 (8)17 (6)23 (6)120 (75)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.4 (0.8)3.5 (3)8.2 (5)13 (7)19 (4)29 (2)40 (12)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.4 (1)2.6 (3)7.5 (5)12 (5)16 (4)26 (19)68 (116)2/15
RL-SHADE-10e5-Tanabe-noiseless 1.7 (2)4.1 (6)18 (11)38 (14)72 (18)141 (7)197 (28)15/15
SOO-Derbel-noiseless 1 (0.8)1.4 (0.8)3.4 (1)7.3 (1.0)11 (3)23 (4)43 (0.1)15/15

Δ fopt
f2, 2-D
1e1
16
1e0
19
1e-1
25
1e-2
25
1e-3
26
1e-5
28
1e-7
29
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 12 (15)76 (118)1000/15
R-DE-10e2-Tanabe-noiseless 5.7 (2)7.5 (2)8.7 (11)16 (12)28 (17)2000/15
R-DE-10e5-Tanabe-noiseless 14 (3)13 (4)12 (37)13 (41)18 (4)21 (4)23 (4)15/15
R-SHADE-10e2-Tanabe-noiseless 9.1 (3)11 (8)22 (27)118 (192)2000/15
R-SHADE-10e5-Tanabe-noiseless 7.2 (0.7)8.6 (2)8.3 (0.8)9.4 (4)10 (5)12 (1)14 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 6.1 (2)6.3 (3)5.9 (2)9.0 (7)15 (18)2000/15
RL-SHADE-10e5-Tanabe-noiseless 22 (11)27 (10)30 (6)38 (6)45 (5)56 (3)68 (4)15/15
SOO-Derbel-noiseless 7.2 (2)9.5 (2)8.2 (3)12 (1)14 (3)18 (3)25 (2)15/15

Δ fopt
f3, 2-D
1e1
15
1e0
271
1e-1
445
1e-2
446
1e-3
450
1e-5
454
1e-7
464
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.0 (3)6.1 (5)3.7 (3)1000/15
R-DE-10e2-Tanabe-noiseless 2.7 (3)0.97 (1)1.5 (2)2000/15
R-DE-10e5-Tanabe-noiseless 2.7 (3)1.6 (1)3.2 (3)4.0 (2)4.0 (6)4.7 (7)7.3 (14)15/15
R-SHADE-10e2-Tanabe-noiseless 2.4 (2)0.75 (0.5)1.0 (0.9)6.7 (6)2000/15
R-SHADE-10e5-Tanabe-noiseless 3.6 (2)1.3 (1)2.0 (1)2.1 (2)2.2 (2)2.4 (0.9)2.5 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.1 (2)0.70 (0.4)0.66 (0.4)1.3 (1)6.6 (4)2000/15
RL-SHADE-10e5-Tanabe-noiseless 5.5 (6)2.3 (0.9)2.0 (0.6)3.0 (0.6)3.5 (0.3)4.3 (0.4)5.1 (0.3)15/15
SOO-Derbel-noiseless 2.4 (1)0.92 (0.4)0.73 (0.3)0.82 (0.6)0.92 (0.6)1.2 (0.5)1.5 (0.4)15/15

Δ fopt
f4, 2-D
1e1
22
1e0
344
1e-1
459
1e-2
496
1e-3
523
1e-5
544
1e-7
566
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.9 (1.0)1000/15
R-DE-10e2-Tanabe-noiseless 1.9 (1)2.0 (3)2000/15
R-DE-10e5-Tanabe-noiseless 5.1 (11)1.4 (1)4.1 (4)4.3 (4)6.7 (4)7.9 (14)8.1 (14)15/15
R-SHADE-10e2-Tanabe-noiseless 2.0 (2)2.0 (2)3.3 (3)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.4 (2)1.4 (2)2.0 (1)2.0 (1.0)2.0 (2)2.1 (2)2.3 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.8 (1.0)0.52 (0.4)0.94 (0.8)1.1 (2)1.9 (2)2000/15
RL-SHADE-10e5-Tanabe-noiseless 5.1 (3)2.2 (0.8)2.5 (0.6)2.9 (0.5)3.1 (0.7)4.2 (0.6)4.6 (0.4)15/15
SOO-Derbel-noiseless 1.5 (0.3)0.86 (0.7)7.6 (2)12 (15)11 (24)12 (16)12 (10)15/15

Δ fopt
f5, 2-D
1e1
4.0
1e0
4.0
1e-1
4.0
1e-2
4.0
1e-3
4.0
1e-5
4.0
1e-7
4.0
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.4 (0.8)2.1 (0.4)★42.7 (1)★42.7 (1)★42.7 (1)★42.7 (1)★42.7 (0.9)★415/15
R-DE-10e2-Tanabe-noiseless 4.5 (3)14 (7)24 (7)34 (9)49 (6)748 (1425)2000/15
R-DE-10e5-Tanabe-noiseless 3.1 (2)13 (5)30 (16)89 (62)122 (159)227 (275)333 (405)15/15
R-SHADE-10e2-Tanabe-noiseless 4.3 (4)14 (4)25 (4)36 (7)50 (3)2000/15
R-SHADE-10e5-Tanabe-noiseless 4.3 (5)25 (7)50 (37)69 (14)83 (13)109 (24)133 (23)15/15
RL-SHADE-10e2-Tanabe-noiseless 5.1 (4)13 (6)20 (6)28 (7)37 (19)67 (47)234 (209)2/15
RL-SHADE-10e5-Tanabe-noiseless 3.7 (6)46 (21)94 (23)134 (11)183 (16)266 (18)348 (21)15/15
SOO-Derbel-noiseless 2.1 (0.1)10 (0.1)25 (0.1)46 (0.1)83 (0.1)182 (0.1)301 (0.1)15/15

Δ fopt
f6, 2-D
1e1
13
1e0
23
1e-1
41
1e-2
54
1e-3
67
1e-5
95
1e-7
124
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.4 (0.5)14 (16)1000/15
R-DE-10e2-Tanabe-noiseless 1.7 (0.6)2.3 (1)3.0 (2)5.2 (4)8.4 (11)2000/15
R-DE-10e5-Tanabe-noiseless 10 (2)20 (3)19 (55)20 (7)21 (33)19 (23)20 (20)15/15
R-SHADE-10e2-Tanabe-noiseless 1.5 (0.7)4.2 (2)9.1 (15)13 (9)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.8 (2)3.2 (2)5.5 (2)5.6 (2)5.3 (1)4.8 (4)4.7 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.0 (2)4.2 (2)3.6 (3)6.8 (6)8.7 (5)2000/15
RL-SHADE-10e5-Tanabe-noiseless 3.4 (1)7.1 (3)8.6 (4)12 (4)13 (3)16 (3)17 (3)15/15
SOO-Derbel-noiseless 1.2 (2)7.6 (5)94 (166)401 (711)1663 (1148)5266 (4960)2.4e4 (2e4)1/15

Δ fopt
f7, 2-D
1e1
3.0
1e0
21
1e-1
60
1e-2
193
1e-3
217
1e-5
217
1e-7
241
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.0 (2)1.4 (0.5)0.97 (1.0)0.84 (0.7)2.2 (3)2.2 (4)1000/15
R-DE-10e2-Tanabe-noiseless 3.3 (3)2.8 (3)2.0 (1)1.2 (1)2.0 (1)2.0 (2)2.9 (5)1/15
R-DE-10e5-Tanabe-noiseless 2.4 (3)3.6 (6)3.8 (3)1.9 (0.9)1.7 (1)1.7 (1)1.8 (0.6)15/15
R-SHADE-10e2-Tanabe-noiseless 3.1 (4)2.7 (2)4.1 (2)5.0 (4)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.8 (2)1.8 (2)1.7 (2)0.85 (0.7)0.93 (0.8)0.93 (0.6)0.97 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 6.3 (14)3.0 (4)5.1 (4)2.9 (1)6.8 (6)6.8 (10)2000/15
RL-SHADE-10e5-Tanabe-noiseless 5.2 (4)3.5 (4)4.6 (3)2.7 (1)3.0 (1)3.0 (1.0)3.5 (2)15/15
SOO-Derbel-noiseless 1.9 (1)1.4 (0.8)1.5 (0.9)0.83 (0.3)1.1 (0.6)1.1 (0.4)1.3 (0.7)15/15

Δ fopt
f8, 2-D
1e1
5.0
1e0
12
1e-1
37
1e-2
46
1e-3
86
1e-5
94
1e-7
112
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.9 (2)3.9 (3)6.6 (4)1000/15
R-DE-10e2-Tanabe-noiseless 5.1 (2)8.8 (11)26 (14)2000/15
R-DE-10e5-Tanabe-noiseless 2.8 (2)11 (13)13 (16)16 (11)10 (7)12 (6)12 (4)15/15
R-SHADE-10e2-Tanabe-noiseless 7.5 (4)11 (6)11 (11)63 (42)2000/15
R-SHADE-10e5-Tanabe-noiseless 4.2 (2)4.4 (2)3.9 (1)6.1 (3)4.2 (0.8)5.3 (5)5.1 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.5 (6)7.6 (4)6.8 (2)63 (107)2000/15
RL-SHADE-10e5-Tanabe-noiseless 8.2 (7)13 (8)13 (9)18 (9)17 (7)23 (2)23 (2)15/15
SOO-Derbel-noiseless 2.1 (2)2.8 (2)3.8 (2)7.5 (3)7.0 (7)18 (12)26 (17)15/15

Δ fopt
f9, 2-D
1e1
1
1e0
18
1e-1
30
1e-2
44
1e-3
68
1e-5
81
1e-7
92
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 16 (14)2.7 (2)4.7 (4)1000/15
R-DE-10e2-Tanabe-noiseless 19 (17)5.9 (4)15 (9)33 (34)2000/15
R-DE-10e5-Tanabe-noiseless 33 (19)7.7 (11)23 (43)25 (32)20 (33)20 (11)20 (25)15/15
R-SHADE-10e2-Tanabe-noiseless 32 (22)10 (12)17 (34)67 (81)2000/15
R-SHADE-10e5-Tanabe-noiseless 23 (19)3.4 (4)7.4 (10)11 (17)8.0 (15)7.7 (5)7.8 (8)15/15
RL-SHADE-10e2-Tanabe-noiseless 34 (36)6.9 (5)13 (9)33 (39)44 (46)2000/15
RL-SHADE-10e5-Tanabe-noiseless 39 (38)10 (7)14 (12)18 (9)18 (5)23 (3)26 (4)15/15
SOO-Derbel-noiseless 1 (0)★22.0 (1)3.1 (1)5.8 (4)6.8 (4)14 (12)19 (9)15/15

Δ fopt
f10, 2-D
1e1
30
1e0
46
1e-1
54
1e-2
61
1e-3
68
1e-5
82
1e-7
98
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 9.0 (15)1000/15
R-DE-10e2-Tanabe-noiseless 7.2 (4)32 (43)55 (74)2000/15
R-DE-10e5-Tanabe-noiseless 27 (52)61 (3)73 (124)68 (92)78 (126)70 (80)74 (76)15/15
R-SHADE-10e2-Tanabe-noiseless 13 (16)63 (98)2000/15
R-SHADE-10e5-Tanabe-noiseless 3.2 (1.0)3.2 (0.9)3.6 (1)3.9 (1)4.1 (2)4.4 (1)4.3 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 17 (21)31 (35)53 (82)49 (31)44 (74)2000/15
RL-SHADE-10e5-Tanabe-noiseless 15 (9)17 (3)20 (2)23 (3)23 (2)25 (4)26 (3)15/15
SOO-Derbel-noiseless 3.2 (2)4.8 (5)10 (5)29 (12)103 (105)302 (166)451 (524)15/15

Δ fopt
f11, 2-D
1e1
35
1e0
45
1e-1
50
1e-2
62
1e-3
67
1e-5
81
1e-7
97
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 8.0 (9)1000/15
R-DE-10e2-Tanabe-noiseless 5.1 (2)22 (14)60 (41)2000/15
R-DE-10e5-Tanabe-noiseless 18 (5)23 (19)25 (34)31 (37)39 (37)48 (29)56 (77)15/15
R-SHADE-10e2-Tanabe-noiseless 11 (14)21 (31)58 (39)2000/15
R-SHADE-10e5-Tanabe-noiseless 4.8 (4)4.9 (4)5.4 (4)4.7 (3)4.8 (2)4.9 (0.5)4.9 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 12 (13)33 (13)2000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (6)18 (7)22 (3)22 (4)24 (3)25 (3)25 (2)15/15
SOO-Derbel-noiseless 3.0 (3)5.2 (5)14 (19)46 (31)97 (136)251 (128)488 (370)15/15

Δ fopt
f12, 2-D
1e1
35
1e0
46
1e-1
75
1e-2
94
1e-3
105
1e-5
153
1e-7
195
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 9.2 (21)32 (30)1000/15
R-DE-10e2-Tanabe-noiseless 6.5 (7)12 (11)19 (17)16 (29)2000/15
R-DE-10e5-Tanabe-noiseless 15 (23)29 (45)33 (35)34 (27)37 (44)40 (61)44 (40)15/15
R-SHADE-10e2-Tanabe-noiseless 7.1 (3)32 (40)2000/15
R-SHADE-10e5-Tanabe-noiseless 4.5 (5)12 (29)13 (6)14 (9)15 (16)13 (22)11 (13)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.2 (4)7.0 (6)19 (25)31 (34)28 (35)2000/15
RL-SHADE-10e5-Tanabe-noiseless 11 (6)17 (6)15 (3)19 (4)26 (9)26 (16)24 (10)15/15
SOO-Derbel-noiseless 3.9 (6)5.2 (3)10 (8)17 (10)46 (50)65 (76)132 (111)15/15

Δ fopt
f13, 2-D
1e1
23
1e0
35
1e-1
46
1e-2
60
1e-3
71
1e-5
95
1e-7
122
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.5 (1)3.7 (3)18 (15)1000/15
R-DE-10e2-Tanabe-noiseless 3.9 (2)6.0 (5)32 (15)2000/15
R-DE-10e5-Tanabe-noiseless 4.5 (9)6.1 (5)9.4 (7)16 (8)33 (41)75 (91)341 (865)14/15
R-SHADE-10e2-Tanabe-noiseless 5.7 (3)28 (29)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.5 (1)3.8 (1)5.6 (3)5.1 (5)5.2 (5)4.9 (6)5.0 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.9 (3)8.8 (8)32 (26)2000/15
RL-SHADE-10e5-Tanabe-noiseless 4.6 (5)15 (3)20 (6)22 (3)24 (3)25 (2)25 (2)15/15
SOO-Derbel-noiseless 2.7 (7)4.9 (3)15 (4)24 (42)38 (67)113 (198)261 (217)15/15

Δ fopt
f14, 2-D
1e1
1
1e0
7.0
1e-1
16
1e-2
24
1e-3
38
1e-5
67
1e-7
90
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (0.5)1.6 (0.8)1.5 (0.3)3.2 (2)20 (10)1000/15
R-DE-10e2-Tanabe-noiseless 2.3 (2)3.2 (2)3.8 (2)4.7 (1)7.6 (3)2000/15
R-DE-10e5-Tanabe-noiseless 1.7 (2)2.0 (2)3.6 (2)11 (11)11 (17)14 (10)38 (41)15/15
R-SHADE-10e2-Tanabe-noiseless 2.1 (0.8)3.5 (3)5.6 (5)11 (11)19 (12)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.1 (2)4.0 (3)4.0 (1)4.5 (1)4.2 (1)3.9 (0.4)4.0 (0.4)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.2 (1)2.8 (3)3.8 (1)4.3 (1)6.4 (9)2000/15
RL-SHADE-10e5-Tanabe-noiseless 1.8 (0.2)4.5 (2)8.9 (6)17 (5)17 (6)22 (3)24 (2)15/15
SOO-Derbel-noiseless 1.1 (0.5)1.9 (1)2.6 (2)3.8 (1)5.9 (2)12 (12)23 (12)15/15

Δ fopt
f15, 2-D
1e1
37
1e0
291
1e-1
1033
1e-2
1066
1e-3
1113
1e-5
1231
1e-7
1412
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 0.86 (0.5)5.1 (5)1.4 (3)1.4 (1)1000/15
R-DE-10e2-Tanabe-noiseless 1.2 (0.6)4.8 (5)2000/15
R-DE-10e5-Tanabe-noiseless 0.95 (0.6)3.3 (3)4.7 (6)5.4 (9)5.6 (4)5.4 (5)4.7 (4)15/15
R-SHADE-10e2-Tanabe-noiseless 1.8 (2)5.0 (4)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.0 (0.8)1.1 (1)0.87 (0.6)0.91 (2)0.91 (1)0.89 (0.1)0.83 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.8 (1)2.3 (1)1.4 (1)1.4 (0.7)2.7 (5)2000/15
RL-SHADE-10e5-Tanabe-noiseless 1.5 (2)2.7 (2)1.4 (0.5)1.8 (0.3)2.0 (0.4)2.2 (0.3)2.2 (0.3)15/15
SOO-Derbel-noiseless 0.75 (0.5)0.82 (0.5)0.80 (0.3)0.89 (2)0.91 (2)1.1 (2)1.1 (0.4)15/15

Δ fopt
f16, 2-D
1e1
9.0
1e0
50
1e-1
174
1e-2
326
1e-3
358
1e-5
409
1e-7
538
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.0 (3)1.2 (1)1.2 (2)2.2 (3)1000/15
R-DE-10e2-Tanabe-noiseless 3.3 (1)2.8 (2)8.3 (6)4.5 (3)2000/15
R-DE-10e5-Tanabe-noiseless 4.7 (7)3.8 (6)2.9 (2)4.3 (6)4.1 (5)4.8 (3)4.2 (4)15/15
R-SHADE-10e2-Tanabe-noiseless 3.2 (1)3.0 (3)3.9 (4)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.6 (2)2.4 (2)2.2 (2)1.8 (2)1.8 (2)2.2 (2)1.8 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.0 (3)3.9 (6)5.1 (4)4.3 (6)8.3 (12)2000/15
RL-SHADE-10e5-Tanabe-noiseless 4.4 (3)4.1 (3)5.8 (4)6.6 (5)8.9 (4)10 (2)9.2 (6)15/15
SOO-Derbel-noiseless 2.2 (2)1.5 (1)1.8 (3)1.4 (0.3)1.6 (2)2.0 (2)2.1 (2)15/15

Δ fopt
f17, 2-D
1e1
3.0
1e0
61
1e-1
133
1e-2
275
1e-3
396
1e-5
1086
1e-7
1657
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.4 (0.6)0.88 (0.5)2.5 (2)1000/15
R-DE-10e2-Tanabe-noiseless 2.9 (5)1.1 (0.7)1.9 (0.9)2000/15
R-DE-10e5-Tanabe-noiseless 1.6 (3)0.90 (0.8)1.8 (0.5)2.2 (1)2.6 (0.6)3.5 (3)3.2 (3)15/15
R-SHADE-10e2-Tanabe-noiseless 2.4 (3)1.5 (1)11 (12)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.1 (3)1.0 (0.7)1.2 (0.5)0.96 (0.3)0.93 (0.2)0.97 (0.9)0.75 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.1 (3)1.3 (0.7)1.8 (2)2000/15
RL-SHADE-10e5-Tanabe-noiseless 1.7 (1)2.1 (0.8)4.7 (1)4.4 (0.9)4.7 (0.6)3.0 (0.3)2.6 (0.1)15/15
SOO-Derbel-noiseless 1.6 (1)0.57 (0.3)0.97 (0.5)1.0 (0.4)1.3 (0.6)1.7 (3)1.6 (0.5)15/15

Δ fopt
f18, 2-D
1e1
19
1e0
134
1e-1
666
1e-2
1249
1e-3
1708
1e-5
2438
1e-7
2858
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 0.87 (0.8)1.7 (3)1000/15
R-DE-10e2-Tanabe-noiseless 1.7 (1)1.2 (0.9)1.4 (2)2000/15
R-DE-10e5-Tanabe-noiseless 4.9 (1)3.0 (4)1.4 (2)1.9 (3)1.9 (2)15 (24)14 (12)15/15
R-SHADE-10e2-Tanabe-noiseless 1.2 (1)2.7 (3)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.2 (1)2.3 (4)0.66 (0.8)0.44 (0.5)0.54 (0.5)0.81 (0.6)0.77 (0.5)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.4 (1)1.5 (2)2000/15
RL-SHADE-10e5-Tanabe-noiseless 2.1 (0.9)2.7 (1)1.6 (0.9)1.6 (0.2)1.5 (0.2)1.6 (0.1)1.8 (0.1)15/15
SOO-Derbel-noiseless 0.95 (0.4)0.90 (1)0.65 (0.5)0.91 (0.7)2.0 (4)4.3 (3)9.0 (6)15/15

Δ fopt
f19, 2-D
1e1
1
1e0
1
1e-1
26
1e-2
216
1e-3
227
1e-5
252
1e-7
276
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5.8 (6)40 (34)9.5 (10)6.6 (12)1000/15
R-DE-10e2-Tanabe-noiseless 4.2 (5)40 (18)4.2 (5)6.7 (7)13 (24)2000/15
R-DE-10e5-Tanabe-noiseless 5.1 (4)28 (26)5.7 (6)11 (8)12 (11)22 (9)23 (27)15/15
R-SHADE-10e2-Tanabe-noiseless 5.3 (4)42 (41)8.5 (6)2000/15
R-SHADE-10e5-Tanabe-noiseless 4.7 (3)29 (8)3.3 (4)5.2 (5)6.0 (6)5.8 (4)5.6 (4)15/15
RL-SHADE-10e2-Tanabe-noiseless 5.4 (5)41 (40)7.2 (8)6.5 (9)13 (19)2000/15
RL-SHADE-10e5-Tanabe-noiseless 7.0 (5)54 (58)7.7 (9)9.1 (14)10 (7)14 (11)17 (4)15/15
SOO-Derbel-noiseless 1 (0)1 (0)★35.0 (2)17 (13)30 (27)98 (106)167 (212)15/15

Δ fopt
f20, 2-D
1e1
4.0
1e0
61
1e-1
365
1e-2
366
1e-3
366
1e-5
370
1e-7
375
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (0.9)5.5 (5)1000/15
R-DE-10e2-Tanabe-noiseless 2.0 (2)2.8 (1)1.4 (1)1.9 (3)8.2 (10)2000/15
R-DE-10e5-Tanabe-noiseless 2.7 (3)3.1 (5)5.1 (6)6.0 (5)6.6 (7)8.2 (9)8.6 (9)15/15
R-SHADE-10e2-Tanabe-noiseless 3.4 (4)4.4 (9)3.9 (5)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.8 (3)4.1 (5)3.2 (2)3.5 (5)3.7 (2)3.9 (4)4.1 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.9 (2)4.1 (4)3.9 (4)8.0 (9)8.2 (8)2000/15
RL-SHADE-10e5-Tanabe-noiseless 3.4 (2)5.0 (3)17 (0.8)18 (28)19 (54)20 (28)21 (54)15/15
SOO-Derbel-noiseless 3.6 (0.1)1.8 (8e-3)5.1 (5e-3)5.5 (1e-2)5.6 (7e-3)5.8 (9e-3)6.3 (8e-3)15/15

Δ fopt
f21, 2-D
1e1
2.0
1e0
51
1e-1
174
1e-2
276
1e-3
290
1e-5
324
1e-7
330
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 0.93 (0.9)0.82 (1)0.51 (0.2)0.78 (0.8)1.6 (2)1000/15
R-DE-10e2-Tanabe-noiseless 1.4 (0.4)1.9 (6)1.7 (4)1.4 (2)2.2 (2)2.9 (5)4.4 (8)0/15
R-DE-10e5-Tanabe-noiseless 1.1 (0.8)7.1 (13)3.4 (3)2.6 (3)2.9 (2)3.0 (4)3.3 (2)15/15
R-SHADE-10e2-Tanabe-noiseless 1.2 (0.8)1.1 (0.9)0.80 (0.5)1.1 (0.7)4.7 (6)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.1 (0.8)1.3 (2)2.1 (6)1.5 (1)1.5 (3)1.6 (2)1.7 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 0.93 (0.5)0.89 (0.6)0.76 (0.6)1.1 (0.8)1.5 (1)4.5 (9)9.1 (21)1/15
RL-SHADE-10e5-Tanabe-noiseless 1.3 (1)1.2 (2)0.98 (0.8)1.1 (0.9)1.7 (0.9)3.0 (0.6)3.7 (1)15/15
SOO-Derbel-noiseless 0.73 (0.4)0.68 (0.8)0.44 (0.4)0.38 (0.5)0.57 (0.8)0.74 (0.7)1.0 (0.9)15/15

Δ fopt
f22, 2-D
1e1
5.0
1e0
27
1e-1
168
1e-2
218
1e-3
249
1e-5
289
1e-7
306
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (2)1.1 (0.7)0.90 (0.7)3.4 (2)6.2 (13)1000/15
R-DE-10e2-Tanabe-noiseless 1.3 (2)2.1 (3)0.64 (0.3)1.1 (1)1.7 (3)5.1 (11)10 (18)1/15
R-DE-10e5-Tanabe-noiseless 1.5 (1)11 (29)3.0 (8)2.6 (4)2.4 (6)2.3 (2)2.6 (3)15/15
R-SHADE-10e2-Tanabe-noiseless 0.63 (0.7)2.9 (2)1.5 (1)1.6 (2)3.8 (3)2000/15
R-SHADE-10e5-Tanabe-noiseless 0.93 (0.6)4.0 (19)1.9 (0.7)1.7 (2)1.7 (2)1.6 (2)1.7 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.5 (1)2.2 (5)0.89 (1)2.3 (3)3.5 (2)4.9 (4)4.7 (5)1/15
RL-SHADE-10e5-Tanabe-noiseless 0.44 (0.2)2.5 (3)17 (119)13 (0.8)13 (41)12 (70)13 (2)15/15
SOO-Derbel-noiseless 1.0 (0.3)0.90 (1)0.71 (1)0.82 (1)1.7 (3)4.1 (14)4.2 (7)15/15

Δ fopt
f23, 2-D
1e1
8.0
1e0
193
1e-1
234
1e-2
263
1e-3
299
1e-5
348
1e-7
379
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.1 (1)1000/15
R-DE-10e2-Tanabe-noiseless 1.8 (0.8)3.3 (3)2000/15
R-DE-10e5-Tanabe-noiseless 1.6 (1)23 (17)282 (203)265 (416)287 (383)351 (222)476 (719)9/15
R-SHADE-10e2-Tanabe-noiseless 2.4 (2)15 (8)2000/15
R-SHADE-10e5-Tanabe-noiseless 2.3 (3)4.0 (1)16 (22)15 (8)13 (5)12 (19)11 (15)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.9 (2)2000/15
RL-SHADE-10e5-Tanabe-noiseless 1.9 (4)6.6 (4)41 (9)146 (115)148 (134)129 (88)121 (159)15/15
SOO-Derbel-noiseless 2.6 (4)2.0 (3)2.7 (3)3.5 (3)4.4 (3)6.8 (3)9.4 (3)15/15

Δ fopt
f24, 2-D
1e1
18
1e0
857
1e-1
8515
1e-2
23399
1e-3
24113
1e-5
24721
1e-7
24721
#succ
5/15
MATSUMOTO-Brockhoff-noiseless 1.6 (1)1000/15
R-DE-10e2-Tanabe-noiseless 1.1 (1.0)2000/15
R-DE-10e5-Tanabe-noiseless 1.1 (0.5)12 (9)10 (9)6.9 (5)8.6 (7)8.4 (11)8.4 (11)8/15
R-SHADE-10e2-Tanabe-noiseless 1.7 (2)3.4 (3)2000/15
R-SHADE-10e5-Tanabe-noiseless 1.0 (0.4)3.2 (4)1.3 (0.5)1.4 (0.3)1.5 (1)1.5 (0.9)1.5 (0.8)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.6 (1)2000/15
RL-SHADE-10e5-Tanabe-noiseless 1.2 (2)49 (24)5.1 (7)2.0 (3)2.0 (2)1.9 (2)1.9 (2)15/15
SOO-Derbel-noiseless 1.5 (1)4.1 (1)5.9 (6)56 (47)54 (39)53 (119)53 (57)2/15

Previous dimension | Dimension = 3 | Next dimension

Δ fopt
f1, 3-D
1e1
4.0
1e0
8.0
1e-1
8.0
1e-2
8.0
1e-3
8.0
1e-5
8.0
1e-7
8.0
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (2)2.2 (1)2.9 (0.5)★34.4 (0.9)★45.5 (1)★471 (134)1500/15
R-DE-10e2-Tanabe-noiseless 2.4 (3)4.7 (4)10 (5)16 (2)22 (3)41 (40)3000/15
R-DE-10e5-Tanabe-noiseless 2.3 (3)5.5 (2)9.2 (4)15 (4)22 (9)36 (21)64 (43)15/15
R-SHADE-10e2-Tanabe-noiseless 2.6 (3)5.4 (3)14 (7)22 (5)29 (6)280 (319)3000/15
R-SHADE-10e5-Tanabe-noiseless 2.7 (3)7.3 (4)14 (5)21 (3)30 (7)48 (7)64 (4)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.4 (1)5.6 (2)12 (3)18 (6)22 (7)40 (22)276 (263)2/15
RL-SHADE-10e5-Tanabe-noiseless 1.9 (2)15 (6)47 (27)79 (33)147 (26)251 (26)344 (31)15/15
SOO-Derbel-noiseless 1.0 (0.9)2.4 (1)6.4 (2)14 (0.1)20 (4)44 (10)79 (6)15/15

Δ fopt
f2, 3-D
1e1
38
1e0
42
1e-1
43
1e-2
44
1e-3
45
1e-5
47
1e-7
48
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 57 (41)1500/15
R-DE-10e2-Tanabe-noiseless 4.1 (1)5.8 (4)7.3 (4)12 (17)25 (22)3000/15
R-DE-10e5-Tanabe-noiseless 3.9 (2)4.9 (2)5.9 (2)18 (3)20 (44)21 (43)26 (10)15/15
R-SHADE-10e2-Tanabe-noiseless 5.6 (1)7.0 (5)17 (5)102 (111)3000/15
R-SHADE-10e5-Tanabe-noiseless 6.2 (2)7.7 (1.0)8.6 (1)10 (2)12 (2)14 (2)17 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.1 (0.9)4.5 (1)6.4 (2)7.3 (4)10 (7)95 (161)3000/15
RL-SHADE-10e5-Tanabe-noiseless 24 (6)30 (2)41 (6)49 (5)56 (4)70 (3)85 (8)15/15
SOO-Derbel-noiseless 7.2 (2)8.5 (3)13 (0.8)14 (2)17 (3)25 (4)35 (6)15/15

Δ fopt
f3, 3-D
1e1
38
1e0
822
1e-1
830
1e-2
835
1e-3
842
1e-5
847
1e-7
853
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.8 (0.8)2.7 (4)1500/15
R-DE-10e2-Tanabe-noiseless 4.6 (4)2.7 (2)3000/15
R-DE-10e5-Tanabe-noiseless 3.0 (1.0)1.4 (0.5)7.7 (7)9.1 (9)9.2 (9)9.2 (9)11 (9)15/15
R-SHADE-10e2-Tanabe-noiseless 2.6 (1)1.7 (3)5.3 (6)3000/15
R-SHADE-10e5-Tanabe-noiseless 4.3 (4)1.2 (1)3.5 (2)3.6 (3)3.7 (2)3.9 (3)4.0 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.4 (1)0.39 (0.7)0.83 (0.4)1.0 (1)5.3 (10)3000/15
RL-SHADE-10e5-Tanabe-noiseless 8.7 (4)2.2 (0.8)3.3 (0.8)3.9 (0.3)4.6 (0.2)5.5 (0.3)6.4 (0.5)15/15
SOO-Derbel-noiseless 4.0 (1)2.6 (3)9.1 (8)9.2 (7)9.3 (12)10 (9)10 (11)15/15

Δ fopt
f4, 3-D
1e1
40
1e0
808
1e-1
866
1e-2
921
1e-3
952
1e-5
1015
1e-7
1044
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5.8 (3)1500/15
R-DE-10e2-Tanabe-noiseless 3.0 (2)2.7 (1)3000/15
R-DE-10e5-Tanabe-noiseless 3.5 (2)3.8 (6)14 (25)14 (8)15 (24)18 (37)17 (31)15/15
R-SHADE-10e2-Tanabe-noiseless 3.1 (2)1.3 (1)5.2 (5)4.9 (4)3000/15
R-SHADE-10e5-Tanabe-noiseless 7.4 (11)2.6 (3)8.8 (6)8.4 (8)8.2 (7)7.9 (4)7.8 (6)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.5 (1.0)1.1 (0.9)2.6 (2)4.9 (6)3000/15
RL-SHADE-10e5-Tanabe-noiseless 12 (6)3.0 (0.8)3.7 (0.5)4.5 (0.5)4.8 (0.5)5.5 (0.3)6.2 (0.6)15/15
SOO-Derbel-noiseless 4.5 (3)14 (36)226 (231)350 (378)353 (191)464 (665)572 (618)6/15

Δ fopt
f5, 3-D
1e1
7.0
1e0
7.0
1e-1
7.0
1e-2
7.0
1e-3
7.0
1e-5
7.0
1e-7
7.0
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.2 (0.0)1.7 (0.4)★41.8 (0.4)★41.8 (0.4)★41.8 (0.4)★41.8 (0.5)★41.8 (0.4)★415/15
R-DE-10e2-Tanabe-noiseless 5.8 (4)15 (8)24 (6)32 (3)59 (43)3000/15
R-DE-10e5-Tanabe-noiseless 5.8 (1)19 (18)44 (74)62 (14)92 (104)148 (118)177 (183)15/15
R-SHADE-10e2-Tanabe-noiseless 5.9 (2)14 (3)23 (3)32 (4)46 (3)3000/15
R-SHADE-10e5-Tanabe-noiseless 8.4 (7)30 (17)45 (8)57 (6)72 (19)101 (24)128 (16)15/15
RL-SHADE-10e2-Tanabe-noiseless 5.0 (3)13 (5)19 (4)24 (4)29 (5)44 (14)211 (568)0/15
RL-SHADE-10e5-Tanabe-noiseless 16 (9)73 (19)116 (8)162 (10)206 (8)289 (12)370 (23)15/15
SOO-Derbel-noiseless 2.9 (0.1)14 (0.1)38 (0.1)76 (0.1)127 (0.1)246 (0.1)405 (0.1)15/15

Δ fopt
f6, 3-D
1e1
34
1e0
56
1e-1
90
1e-2
117
1e-3
149
1e-5
215
1e-7
265
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 6.2 (3)42 (82)1500/15
R-DE-10e2-Tanabe-noiseless 1.9 (5)3.3 (1)3.5 (2)7.6 (9)3000/15
R-DE-10e5-Tanabe-noiseless 2.2 (0.9)3.5 (1)3.9 (3)19 (2)27 (24)33 (47)31 (48)15/15
R-SHADE-10e2-Tanabe-noiseless 2.6 (2)5.1 (3)24 (24)3000/15
R-SHADE-10e5-Tanabe-noiseless 2.3 (0.9)3.2 (2)3.2 (0.5)3.4 (0.3)3.5 (0.4)3.6 (0.6)3.9 (0.6)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.7 (3)3.5 (1)6.1 (5)7.2 (9)15 (11)3000/15
RL-SHADE-10e5-Tanabe-noiseless 4.8 (3)10 (4)14 (4)17 (3)16 (3)17 (2)18 (1.0)15/15
SOO-Derbel-noiseless 1.9 (2)97 (340)528 (283)3200 (4677)8854 (3525)3e50/15

Δ fopt
f7, 3-D
1e1
11
1e0
65
1e-1
342
1e-2
464
1e-3
482
1e-5
482
1e-7
535
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.4 (1)2.1 (2)3.6 (3)1500/15
R-DE-10e2-Tanabe-noiseless 2.3 (0.9)1.8 (1)0.92 (1.0)1.3 (2)1.8 (2)1.8 (2)2.7 (3)2/15
R-DE-10e5-Tanabe-noiseless 1.7 (2)2.3 (4)1.8 (4)2.3 (2)3.1 (2)3.1 (3)2.9 (3)15/15
R-SHADE-10e2-Tanabe-noiseless 3.5 (3)2.7 (3)3.0 (3)10 (4)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.9 (6)2.0 (3)0.82 (0.8)0.77 (0.4)0.78 (0.3)0.78 (1.0)0.81 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.7 (4)2.5 (3)0.86 (1.0)2.3 (0.8)3.1 (8)3.1 (3)8.3 (11)1/15
RL-SHADE-10e5-Tanabe-noiseless 6.9 (5)4.7 (2)2.4 (0.6)3.1 (2)3.7 (1)3.7 (0.6)3.9 (0.7)15/15
SOO-Derbel-noiseless 2.3 (0.8)2.7 (6)2.1 (4)2.3 (3)3.3 (5)3.3 (5)3.5 (2)15/15

Δ fopt
f8, 3-D
1e1
27
1e0
45
1e-1
152
1e-2
179
1e-3
188
1e-5
198
1e-7
208
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.2 (3)50 (43)15 (11)1500/15
R-DE-10e2-Tanabe-noiseless 4.0 (1)6.2 (8)5.5 (7)3000/15
R-DE-10e5-Tanabe-noiseless 3.7 (2)23 (39)14 (17)22 (33)24 (29)31 (17)36 (18)15/15
R-SHADE-10e2-Tanabe-noiseless 4.8 (3)15 (19)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.0 (2)9.2 (5)4.6 (3)4.6 (3)4.9 (3)5.3 (2)6.1 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.5 (0.9)9.2 (9)14 (15)25 (16)3000/15
RL-SHADE-10e5-Tanabe-noiseless 10 (4)22 (9)14 (6)16 (3)18 (2)22 (2)25 (2)15/15
SOO-Derbel-noiseless 1.8 (0.9)4.1 (2)4.6 (3)8.9 (9)13 (14)32 (16)49 (36)15/15

Δ fopt
f9, 3-D
1e1
21
1e0
65
1e-1
127
1e-2
149
1e-3
159
1e-5
169
1e-7
178
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.5 (2)6.0 (5)1500/15
R-DE-10e2-Tanabe-noiseless 4.5 (3)5.7 (5)35 (47)3000/15
R-DE-10e5-Tanabe-noiseless 8.0 (14)34 (68)34 (32)36 (40)37 (35)41 (29)45 (21)15/15
R-SHADE-10e2-Tanabe-noiseless 6.1 (5)23 (16)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.6 (1)3.4 (2)3.6 (3)4.2 (2)4.7 (2)5.4 (2)6.0 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 5.1 (3)7.2 (7)3000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (8)16 (10)16 (7)18 (4)21 (3)25 (4)29 (4)15/15
SOO-Derbel-noiseless 2.2 (0.7)2.4 (0.7)5.4 (9)9.4 (7)15 (10)27 (17)42 (21)15/15

Δ fopt
f10, 3-D
1e1
114
1e0
152
1e-1
168
1e-2
180
1e-3
194
1e-5
218
1e-7
242
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1500/15
R-DE-10e2-Tanabe-noiseless 38 (42)29 (43)3000/15
R-DE-10e5-Tanabe-noiseless 33 (61)52 (58)135 (189)189 (276)237 (138)605 (833)1002 (1476)8/15
R-SHADE-10e2-Tanabe-noiseless 3000/15
R-SHADE-10e5-Tanabe-noiseless 1.9 (0.4)2.2 (2)3.0 (2)3.2 (2)3.4 (2)3.8 (2)4.2 (0.9)15/15
RL-SHADE-10e2-Tanabe-noiseless 3000/15
RL-SHADE-10e5-Tanabe-noiseless 13 (3)14 (2)16 (2)17 (2)18 (2)20 (2)21 (2)15/15
SOO-Derbel-noiseless 18 (27)92 (100)524 (831)1030 (902)1746 (3492)9423 (5506)3e50/15

Δ fopt
f11, 3-D
1e1
67
1e0
105
1e-1
227
1e-2
263
1e-3
277
1e-5
302
1e-7
327
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 11 (15)1500/15
R-DE-10e2-Tanabe-noiseless 11 (7)41 (25)3000/15
R-DE-10e5-Tanabe-noiseless 18 (5)90 (5)205 (237)517 (419)589 (828)2685 (1596)6695 (7798)0/15
R-SHADE-10e2-Tanabe-noiseless 12 (14)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.3 (3)4.7 (6)2.8 (6)3.0 (2)3.1 (0.6)3.4 (1)3.6 (5)15/15
RL-SHADE-10e2-Tanabe-noiseless 12 (10)14 (17)3000/15
RL-SHADE-10e5-Tanabe-noiseless 13 (8)15 (3)11 (1.0)11 (0.8)12 (1)14 (2)16 (1)15/15
SOO-Derbel-noiseless 4.6 (3)41 (32)300 (28)2112 (4120)3e50/15

Δ fopt
f12, 3-D
1e1
65
1e0
168
1e-1
338
1e-2
401
1e-3
445
1e-5
696
1e-7
790
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 11 (7)14 (18)1500/15
R-DE-10e2-Tanabe-noiseless 3000/15
R-DE-10e5-Tanabe-noiseless 61 (103)76 (56)74 (74)86 (124)93 (116)96 (89)113 (99)13/15
R-SHADE-10e2-Tanabe-noiseless 68 (87)3000/15
R-SHADE-10e5-Tanabe-noiseless 11 (26)8.2 (21)6.2 (8)6.3 (8)6.5 (11)5.8 (6)6.1 (10)15/15
RL-SHADE-10e2-Tanabe-noiseless 13 (11)3000/15
RL-SHADE-10e5-Tanabe-noiseless 33 (13)20 (11)13 (8)13 (6)14 (5)11 (4)11 (3)15/15
SOO-Derbel-noiseless 5.3 (1)4.3 (2)4.1 (1)9.5 (12)22 (35)46 (37)189 (132)11/15

Δ fopt
f13, 3-D
1e1
49
1e0
85
1e-1
108
1e-2
136
1e-3
215
1e-5
281
1e-7
365
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.2 (2)8.1 (4)1500/15
R-DE-10e2-Tanabe-noiseless 3.8 (4)25 (22)3000/15
R-DE-10e5-Tanabe-noiseless 6.1 (5)13 (8)22 (11)41 (53)59 (76)690 (980)1443 (1226)2/15
R-SHADE-10e2-Tanabe-noiseless 8.1 (11)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.9 (2)4.0 (2)4.4 (2)4.6 (2)3.5 (1.0)3.9 (0.7)3.8 (0.9)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.6 (4)26 (20)3000/15
RL-SHADE-10e5-Tanabe-noiseless 16 (8)21 (2)25 (4)25 (3)19 (2)20 (2)19 (1)15/15
SOO-Derbel-noiseless 3.9 (1)7.0 (6)13 (8)19 (12)25 (13)81 (71)223 (225)13/15

Δ fopt
f14, 3-D
1e1
2.0
1e0
17
1e-1
28
1e-2
43
1e-3
71
1e-5
110
1e-7
194
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (1)1.5 (0.7)2.1 (1)9.5 (16)31 (33)1500/15
R-DE-10e2-Tanabe-noiseless 2.0 (2)2.2 (2)3.6 (2)4.4 (1)12 (14)3000/15
R-DE-10e5-Tanabe-noiseless 3.0 (3)2.9 (5)5.1 (3)14 (16)19 (36)121 (82)530 (552)9/15
R-SHADE-10e2-Tanabe-noiseless 3.8 (0.8)2.9 (2)4.9 (2)7.2 (3)3000/15
R-SHADE-10e5-Tanabe-noiseless 3.0 (2)2.9 (2)4.1 (1)4.8 (0.5)4.2 (2)5.0 (1.0)4.0 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.9 (2)2.6 (2)3.7 (1)3.9 (1)4.7 (3)3000/15
RL-SHADE-10e5-Tanabe-noiseless 1.5 (0.8)4.2 (2)17 (6)23 (4)24 (5)28 (2)22 (2)15/15
SOO-Derbel-noiseless 1.4 (1)1.5 (0.4)3.0 (1)6.2 (3)12 (13)286 (731)675 (1613)12/15

Δ fopt
f15, 3-D
1e1
121
1e0
1372
1e-1
6285
1e-2
8282
1e-3
8429
1e-5
8787
1e-7
9041
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 0.77 (0.4)1500/15
R-DE-10e2-Tanabe-noiseless 0.93 (1)3000/15
R-DE-10e5-Tanabe-noiseless 3.1 (13)7.1 (7)10 (11)9.2 (8)9.0 (6)11 (14)11 (6)15/15
R-SHADE-10e2-Tanabe-noiseless 1.6 (1)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.7 (1)1.0 (0.8)0.84 (0.9)0.64 (0.9)0.64 (0.9)0.63 (0.7)0.63 (0.8)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.0 (0.7)3.2 (5)0.71 (0.9)0.54 (0.6)3000/15
RL-SHADE-10e5-Tanabe-noiseless 2.7 (2)2.7 (0.8)2.1 (3)1.7 (2)1.8 (4)1.8 (4)1.8 (3)15/15
SOO-Derbel-noiseless 0.96 (0.5)1.5 (0.4)3.0 (4)2.3 (3)2.5 (5)2.5 (1)2.4 (3)15/15

Δ fopt
f16, 3-D
1e1
41
1e0
319
1e-1
582
1e-2
789
1e-3
1864
1e-5
3204
1e-7
3361
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.3 (0.6)1.6 (3)1500/15
R-DE-10e2-Tanabe-noiseless 1.7 (1)3.2 (4)3000/15
R-DE-10e5-Tanabe-noiseless 1.7 (2)4.0 (2)7.7 (6)9.3 (8)4.5 (3)3.8 (2)5.2 (3)15/15
R-SHADE-10e2-Tanabe-noiseless 0.97 (1)14 (19)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.0 (0.7)1.7 (0.8)1.6 (0.6)1.5 (1)0.82 (0.6)0.54 (0.1)0.63 (0.4)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.3 (0.8)2.6 (2)3000/15
RL-SHADE-10e5-Tanabe-noiseless 1.9 (1)4.4 (4)11 (4)11 (2)8.6 (14)5.9 (10)5.9 (5)15/15
SOO-Derbel-noiseless 0.90 (1)0.48 (0.2)0.84 (0.7)1.0 (1)0.64 (0.5)1.4 (2)2.2 (3)15/15

Δ fopt
f17, 3-D
1e1
4.0
1e0
78
1e-1
282
1e-2
491
1e-3
1134
1e-5
2347
1e-7
3469
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.3 (1)1.2 (0.7)8.4 (6)1500/15
R-DE-10e2-Tanabe-noiseless 2.0 (2)1.7 (0.8)2.5 (1)3000/15
R-DE-10e5-Tanabe-noiseless 1.9 (2)1.5 (0.5)2.0 (0.7)6.6 (6)7.8 (6)9.2 (8)17 (22)14/15
R-SHADE-10e2-Tanabe-noiseless 2.3 (0.4)2.5 (4)16 (13)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.6 (2)1.3 (0.8)1.1 (0.4)1.1 (0.3)0.66 (0.1)0.67 (0.7)0.84 (0.9)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.3 (1)2.3 (2)5.2 (5)3000/15
RL-SHADE-10e5-Tanabe-noiseless 1.9 (3)4.7 (3)5.3 (1)5.9 (0.9)3.9 (0.3)3.1 (0.3)2.7 (0.2)15/15
SOO-Derbel-noiseless 1.1 (0.8)0.90 (0.5)0.98 (0.3)1.8 (1.0)1.3 (0.7)1.6 (1)2.0 (1.0)15/15

Δ fopt
f18, 3-D
1e1
40
1e0
145
1e-1
1289
1e-2
3084
1e-3
3523
1e-5
4738
1e-7
5527
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.1 (1)16 (22)1500/15
R-DE-10e2-Tanabe-noiseless 1.3 (1)2.0 (1)3000/15
R-DE-10e5-Tanabe-noiseless 1.3 (1.0)7.4 (1)5.3 (9)4.0 (4)12 (22)28 (22)46 (85)9/15
R-SHADE-10e2-Tanabe-noiseless 2.4 (0.8)7.4 (3)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.2 (1.0)1.7 (1)0.64 (0.2)0.42 (0.9)0.61 (0.8)0.68 (0.6)0.90 (0.6)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.2 (1)7.3 (6)3000/15
RL-SHADE-10e5-Tanabe-noiseless 2.9 (3)7.1 (1)2.0 (0.3)1.3 (0.1)1.5 (0.1)1.7 (0.0)1.9 (0.1)15/15
SOO-Derbel-noiseless 0.97 (0.7)1.4 (0.6)0.74 (1)1.0 (2)1.6 (1)3.7 (3)6.1 (5)15/15

Δ fopt
f19, 3-D
1e1
1
1e0
1
1e-1
109
1e-2
6764
1e-3
7367
1e-5
7399
1e-7
7441
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 8.9 (9)286 (259)1500/15
R-DE-10e2-Tanabe-noiseless 8.4 (8)177 (172)39 (30)3000/15
R-DE-10e5-Tanabe-noiseless 6.9 (9)142 (94)31 (17)7.5 (10)11 (11)22 (22)22 (29)12/15
R-SHADE-10e2-Tanabe-noiseless 9.0 (8)274 (178)39 (56)3000/15
R-SHADE-10e5-Tanabe-noiseless 7.1 (5)178 (116)24 (40)1.9 (2)2.2 (0.8)2.2 (3)2.3 (4)15/15
RL-SHADE-10e2-Tanabe-noiseless 15 (6)228 (278)41 (34)3000/15
RL-SHADE-10e5-Tanabe-noiseless 7.7 (12)191 (171)25 (21)2.6 (0.4)4.1 (5)7.4 (12)8.3 (8)15/15
SOO-Derbel-noiseless 1 (0)★21 (0)★32.9 (3)7.2 (15)23 (23)77 (154)134 (208)2/15

Δ fopt
f20, 3-D
1e1
8.0
1e0
385
1e-1
2291
1e-2
2398
1e-3
2481
1e-5
2573
1e-7
2776
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.6 (0.9)2.9 (2)1500/15
R-DE-10e2-Tanabe-noiseless 3.6 (2)0.89 (0.7)1.9 (4)3000/15
R-DE-10e5-Tanabe-noiseless 27 (2)2.7 (2)2.3 (4)2.7 (1)2.8 (2)5.9 (11)6.9 (11)15/15
R-SHADE-10e2-Tanabe-noiseless 4.0 (3)1.3 (0.9)3000/15
R-SHADE-10e5-Tanabe-noiseless 2.7 (2)1.8 (2)3.0 (3)2.9 (4)2.8 (2)2.8 (5)2.6 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.6 (3)0.62 (0.3)3000/15
RL-SHADE-10e5-Tanabe-noiseless 3.5 (4)2.7 (1)8.0 (13)8.2 (13)8.2 (12)8.3 (12)7.9 (11)15/15
SOO-Derbel-noiseless 3.5 (0.1)0.19 (0)★218 (3)18 (1)17 (1)17 (2)15 (2)15/15

Δ fopt
f21, 3-D
1e1
6.0
1e0
184
1e-1
425
1e-2
439
1e-3
458
1e-5
469
1e-7
482
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 1.5 (2)0.70 (0.4)1.5 (2)5.0 (2)1500/15
R-DE-10e2-Tanabe-noiseless 1.3 (2)1.5 (3)1.5 (2)3.0 (5)3.1 (2)4.7 (4)3000/15
R-DE-10e5-Tanabe-noiseless 1.8 (2)7.4 (9)6.0 (11)6.2 (9)6.1 (5)6.5 (8)7.1 (9)15/15
R-SHADE-10e2-Tanabe-noiseless 2.6 (1)3.2 (4)2.5 (3)3.3 (4)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.4 (0.8)2.8 (4)2.4 (3)2.5 (3)2.5 (2)2.6 (2)2.7 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.2 (1)2.1 (4)5.2 (7)10 (12)3000/15
RL-SHADE-10e5-Tanabe-noiseless 1.3 (0.9)3.1 (5)20 (2)21 (35)21 (66)22 (65)23 (32)15/15
SOO-Derbel-noiseless 1.3 (0.7)0.56 (0.2)0.66 (0.6)1.4 (1)1.9 (0.3)2.1 (4)2.6 (3)15/15

Δ fopt
f22, 3-D
1e1
18
1e0
170
1e-1
354
1e-2
362
1e-3
384
1e-5
401
1e-7
414
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.4 (0.7)1.5 (1)3.0 (2)1500/15
R-DE-10e2-Tanabe-noiseless 1.7 (1)1.5 (2)2.9 (2)12 (15)11 (16)11 (15)3000/15
R-DE-10e5-Tanabe-noiseless 8.2 (28)5.7 (8)6.3 (7)6.5 (9)6.3 (7)7.1 (10)7.6 (6)15/15
R-SHADE-10e2-Tanabe-noiseless 2.2 (3)1.6 (2)2.1 (2)6.1 (2)12 (11)3000/15
R-SHADE-10e5-Tanabe-noiseless 0.87 (0.6)1.9 (0.6)2.8 (4)3.1 (4)3.1 (2)3.2 (2)3.3 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.9 (6)1.5 (0.9)4.1 (3)3000/15
RL-SHADE-10e5-Tanabe-noiseless 2.0 (0.9)2.4 (3)25 (86)26 (42)26 (80)27 (77)28 (38)15/15
SOO-Derbel-noiseless 0.71 (0.5)0.47 (0.2)1.2 (2)3.0 (10)4.5 (1)30 (59)44 (23)15/15

Δ fopt
f23, 3-D
1e1
3.0
1e0
407
1e-1
906
1e-2
1215
1e-3
2214
1e-5
2293
1e-7
2393
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.7 (3)1500/15
R-DE-10e2-Tanabe-noiseless 2.7 (2)11 (8)3000/15
R-DE-10e5-Tanabe-noiseless 4.0 (3)24 (18)4863 (3063)3627 (5679)1991 (1389)1923 (1766)1843 (1128)1/15
R-SHADE-10e2-Tanabe-noiseless 3.6 (3)3000/15
R-SHADE-10e5-Tanabe-noiseless 2.4 (2)5.4 (6)8.7 (4)6.6 (6)3.7 (3)3.7 (3)3.7 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.0 (3)3000/15
RL-SHADE-10e5-Tanabe-noiseless 2.8 (2)8.2 (6)20 (19)19 (14)11 (8)11 (7)11 (13)15/15
SOO-Derbel-noiseless 3.8 (5)1.4 (0.8)4.3 (5)5.8 (8)4.8 (5)9.3 (7)13 (13)15/15

Δ fopt
f24, 3-D
1e1
97
1e0
10391
1e-1
1.0e5
1e-2
3.6e5
1e-3
3.6e5
1e-5
3.6e5
1e-7
3.6e5
#succ
2/15
MATSUMOTO-Brockhoff-noiseless 7.1 (17)1500/15
R-DE-10e2-Tanabe-noiseless 3.4 (1)3000/15
R-DE-10e5-Tanabe-noiseless 2.5 (2)12 (11)3e50/15
R-SHADE-10e2-Tanabe-noiseless 3.0 (2)3000/15
R-SHADE-10e5-Tanabe-noiseless 1.7 (1)1.6 (2)2.5 (4)3.7 (4)3.7 (5)3.7 (3)3.7 (4)3/15
RL-SHADE-10e2-Tanabe-noiseless 2.3 (2)3000/15
RL-SHADE-10e5-Tanabe-noiseless 3.2 (4)20 (12)2.6 (4)0.81 (0.3)0.82 (2)0.82 (0.9)0.82 (0.3)9/15
SOO-Derbel-noiseless 2.3 (2)2.3 (5)8.5 (21)5.7 (7)5.7 (7)5.7 (5)5.7 (6)2/15

Previous dimension | Dimension = 5 | Next dimension

Δ fopt
f1, 5-D
1e1
11
1e0
12
1e-1
12
1e-2
12
1e-3
12
1e-5
12
1e-7
12
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.5 (0.5)2.9 (0.5)4.0 (1)★49.2 (3)★256 (55)2500/15
R-DE-10e2-Tanabe-noiseless 2.8 (2)8.3 (2)14 (3)20 (2)27 (7)50 (32)622 (656)0/15
R-DE-10e5-Tanabe-noiseless 3.0 (2)8.7 (3)14 (3)22 (11)29 (9)43 (6)56 (7)15/15
R-SHADE-10e2-Tanabe-noiseless 3.2 (2)9.1 (3)16 (4)25 (5)35 (4)625 (292)5000/15
R-SHADE-10e5-Tanabe-noiseless 4.1 (4)14 (2)25 (3)36 (4)48 (7)72 (10)97 (13)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.4 (3)9.3 (3)14 (2)20 (7)26 (8)41 (5)205 (116)1/15
RL-SHADE-10e5-Tanabe-noiseless 4.7 (5)35 (24)114 (24)189 (22)269 (37)424 (22)561 (31)15/15
SOO-Derbel-noiseless 1.3 (0.6)5.4 (2)14 (2)26 (4)44 (6)87 (5)158 (9)15/15

Δ fopt
f2, 5-D
1e1
83
1e0
87
1e-1
88
1e-2
89
1e-3
90
1e-5
92
1e-7
94
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2500/15
R-DE-10e2-Tanabe-noiseless 4.0 (0.6)5.3 (3)8.7 (6)17 (10)83 (125)5000/15
R-DE-10e5-Tanabe-noiseless 3.4 (0.5)4.1 (0.8)4.9 (0.5)5.7 (0.6)6.5 (0.5)8.2 (0.5)10 (0.7)15/15
R-SHADE-10e2-Tanabe-noiseless 4.3 (0.6)6.5 (3)16 (13)5000/15
R-SHADE-10e5-Tanabe-noiseless 7.5 (2)8.7 (2)10 (1)12 (1)14 (1)17 (2)21 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.9 (3)7.0 (2)11 (18)27 (28)83 (60)5000/15
RL-SHADE-10e5-Tanabe-noiseless 34 (5)45 (4)54 (5)63 (5)73 (3)90 (5)105 (4)15/15
SOO-Derbel-noiseless 10 (3)14 (1)18 (2)23 (4)424 (4)874 (3)869 (2660)13/15

Δ fopt
f3, 5-D
1e1
716
1e0
1622
1e-1
1637
1e-2
1642
1e-3
1646
1e-5
1650
1e-7
1654
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.1 (1)2500/15
R-DE-10e2-Tanabe-noiseless 0.41 (0.1)5000/15
R-DE-10e5-Tanabe-noiseless 0.36 (0.1)3.2 (2)11 (7)14 (6)14 (17)14 (8)14 (10)15/15
R-SHADE-10e2-Tanabe-noiseless 0.33 (0.1)2.3 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.1 (0.2)1.7 (1)4.5 (7)4.7 (3)4.8 (4)5.1 (6)5.3 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 0.33 (0.1)2.3 (1)4.5 (5)5000/15
RL-SHADE-10e5-Tanabe-noiseless 3.1 (0.8)5.2 (0.6)6.4 (0.4)7.3 (0.4)7.9 (0.5)8.9 (0.5)10 (0.4)15/15
SOO-Derbel-noiseless 1.2 (3)185 (377)698 (403)696 (654)695 (474)694 (1087)692 (287)5/15

Δ fopt
f4, 5-D
1e1
809
1e0
1633
1e-1
1688
1e-2
1758
1e-3
1817
1e-5
1886
1e-7
1903
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2500/15
R-DE-10e2-Tanabe-noiseless 0.79 (1)5000/15
R-DE-10e5-Tanabe-noiseless 0.88 (1)8.7 (4)63 (74)64 (92)62 (60)60 (103)59 (60)15/15
R-SHADE-10e2-Tanabe-noiseless 0.37 (0.1)4.5 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.4 (0.3)4.5 (3)8.7 (29)8.5 (7)8.3 (4)8.3 (16)8.4 (16)15/15
RL-SHADE-10e2-Tanabe-noiseless 0.41 (0.2)2.2 (1)4.3 (4)4.2 (6)5000/15
RL-SHADE-10e5-Tanabe-noiseless 3.6 (1.0)5.9 (0.7)7.1 (0.5)7.8 (0.7)8.2 (0.6)8.9 (0.6)10 (0.5)15/15
SOO-Derbel-noiseless 4.9 (3)1358 (2383)4424 (3111)5e50/15

Δ fopt
f5, 5-D
1e1
10
1e0
10
1e-1
10
1e-2
10
1e-3
10
1e-5
10
1e-7
10
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.6 (0.2)★41.9 (0.3)★41.9 (0.6)★41.9 (0.6)★41.9 (0.5)★41.9 (0.3)★41.9 (0.5)★415/15
R-DE-10e2-Tanabe-noiseless 8.4 (2)18 (4)27 (4)37 (6)57 (14)5000/15
R-DE-10e5-Tanabe-noiseless 10 (6)33 (48)45 (48)70 (131)83 (65)125 (16)160 (156)15/15
R-SHADE-10e2-Tanabe-noiseless 11 (3)21 (3)30 (4)37 (5)47 (30)749 (662)5000/15
R-SHADE-10e5-Tanabe-noiseless 21 (6)43 (12)62 (12)84 (10)106 (23)151 (15)198 (28)15/15
RL-SHADE-10e2-Tanabe-noiseless 10 (3)18 (3)25 (7)31 (4)36 (4)57 (39)147 (139)2/15
RL-SHADE-10e5-Tanabe-noiseless 55 (19)137 (10)205 (18)270 (21)339 (14)454 (20)562 (33)15/15
SOO-Derbel-noiseless 14 (0.1)45 (0.1)95 (0.1)172 (0.1)263 (0.1)505 (0.1)843 (0.1)15/15

Δ fopt
f6, 5-D
1e1
114
1e0
214
1e-1
281
1e-2
404
1e-3
580
1e-5
1038
1e-7
1332
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 33 (28)2500/15
R-DE-10e2-Tanabe-noiseless 1.9 (0.6)3.5 (2)8.7 (5)5000/15
R-DE-10e5-Tanabe-noiseless 2.3 (2)7.1 (3)28 (46)33 (20)34 (42)87 (173)119 (390)12/15
R-SHADE-10e2-Tanabe-noiseless 2.1 (1)3.6 (3)5000/15
R-SHADE-10e5-Tanabe-noiseless 2.1 (1)2.5 (0.8)2.8 (0.4)2.6 (0.3)2.3 (0.4)1.8 (0.2)1.9 (0.1)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.3 (2)4.5 (3)26 (33)5000/15
RL-SHADE-10e5-Tanabe-noiseless 6.4 (2)11 (2)14 (2)13 (1)11 (1)8.5 (0.7)8.2 (0.7)15/15
SOO-Derbel-noiseless 52 (176)1737 (3965)1.2e4 (9344)5e50/15

Δ fopt
f7, 5-D
1e1
24
1e0
324
1e-1
1171
1e-2
1451
1e-3
1572
1e-5
1572
1e-7
1597
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5.0 (5)5.4 (8)2500/15
R-DE-10e2-Tanabe-noiseless 5.7 (6)5.3 (4)5000/15
R-DE-10e5-Tanabe-noiseless 6.2 (7)2.7 (5)4.3 (3)12 (8)15 (22)15 (17)15 (22)15/15
R-SHADE-10e2-Tanabe-noiseless 5.9 (2)1.9 (1)5000/15
R-SHADE-10e5-Tanabe-noiseless 4.3 (2)1.3 (2)0.72 (0.9)0.75 (0.8)0.73 (0.8)0.73 (0.4)0.79 (0.8)15/15
RL-SHADE-10e2-Tanabe-noiseless 5.5 (4)2.8 (1)6.3 (4)5000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (6)5.5 (2)3.2 (0.4)3.6 (0.3)3.4 (0.4)3.4 (0.4)3.7 (0.4)15/15
SOO-Derbel-noiseless 5.6 (5)2.1 (0.6)2.0 (1.0)7.8 (3)18 (16)18 (35)27 (42)14/15

Δ fopt
f8, 5-D
1e1
73
1e0
273
1e-1
336
1e-2
372
1e-3
391
1e-5
410
1e-7
422
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 17 (17)2500/15
R-DE-10e2-Tanabe-noiseless 3.1 (0.5)13 (10)5000/15
R-DE-10e5-Tanabe-noiseless 3.4 (2)24 (56)86 (69)250 (270)393 (580)1.7e4 (1e4)5e50/15
R-SHADE-10e2-Tanabe-noiseless 4.9 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 4.9 (1)4.7 (8)5.3 (6)5.8 (2)6.1 (4)6.7 (2)7.5 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.4 (3)13 (14)5000/15
RL-SHADE-10e5-Tanabe-noiseless 25 (11)18 (2)20 (4)20 (4)21 (3)25 (2)28 (2)15/15
SOO-Derbel-noiseless 3.1 (0.9)32 (40)71 (112)133 (80)150 (291)220 (259)256 (119)15/15

Δ fopt
f9, 5-D
1e1
35
1e0
127
1e-1
214
1e-2
263
1e-3
300
1e-5
335
1e-7
369
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 34 (34)2500/15
R-DE-10e2-Tanabe-noiseless 8.0 (3)5000/15
R-DE-10e5-Tanabe-noiseless 11 (5)133 (214)223 (263)575 (485)1368 (1236)3081 (4165)6218 (1e4)3/15
R-SHADE-10e2-Tanabe-noiseless 10 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 8.0 (2)11 (9)9.4 (3)9.0 (7)8.7 (2)9.0 (5)9.3 (5)15/15
RL-SHADE-10e2-Tanabe-noiseless 10 (17)28 (14)5000/15
RL-SHADE-10e5-Tanabe-noiseless 46 (17)39 (6)30 (2)27 (2)27 (3)29 (2)31 (3)15/15
SOO-Derbel-noiseless 5.6 (2)19 (26)81 (25)243 (332)297 (152)326 (337)413 (441)15/15

Δ fopt
f10, 5-D
1e1
349
1e0
500
1e-1
574
1e-2
607
1e-3
626
1e-5
829
1e-7
880
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2500/15
R-DE-10e2-Tanabe-noiseless 5000/15
R-DE-10e5-Tanabe-noiseless 431 (609)2396 (1500)5744 (4993)5e50/15
R-SHADE-10e2-Tanabe-noiseless 5000/15
R-SHADE-10e5-Tanabe-noiseless 2.2 (1)2.3 (0.7)2.4 (0.9)2.6 (1)2.9 (0.7)2.9 (1)3.2 (0.9)15/15
RL-SHADE-10e2-Tanabe-noiseless 5000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (1)12 (0.6)12 (0.7)13 (0.7)14 (0.6)13 (0.5)14 (0.9)15/15
SOO-Derbel-noiseless 136 (89)1506 (1555)3126 (2646)1.2e4 (9475)5e50/15

Δ fopt
f11, 5-D
1e1
143
1e0
202
1e-1
763
1e-2
977
1e-3
1177
1e-5
1467
1e-7
1673
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2500/15
R-DE-10e2-Tanabe-noiseless 5000/15
R-DE-10e5-Tanabe-noiseless 144 (110)1773 (1308)4825 (5120)5e50/15
R-SHADE-10e2-Tanabe-noiseless 25 (29)5000/15
R-SHADE-10e5-Tanabe-noiseless 3.1 (0.9)3.5 (0.5)1.3 (0.5)1.3 (1)1.2 (0.6)1.3 (0.5)1.4 (0.2)15/15
RL-SHADE-10e2-Tanabe-noiseless 5000/15
RL-SHADE-10e5-Tanabe-noiseless 16 (8)20 (3)6.7 (1)6.2 (0.6)6.1 (0.7)6.2 (0.5)6.5 (0.4)15/15
SOO-Derbel-noiseless 53 (13)1760 (1516)5e50/15

Δ fopt
f12, 5-D
1e1
108
1e0
268
1e-1
371
1e-2
413
1e-3
461
1e-5
1303
1e-7
1494
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 37 (21)2500/15
R-DE-10e2-Tanabe-noiseless 69 (105)5000/15
R-DE-10e5-Tanabe-noiseless 91 (125)112 (191)683 (672)2567 (4150)1.6e4 (3e4)5e50/15
R-SHADE-10e2-Tanabe-noiseless 5000/15
R-SHADE-10e5-Tanabe-noiseless 10 (10)7.1 (8)8.0 (8)8.9 (9)10 (8)5.0 (4)5.3 (4)15/15
RL-SHADE-10e2-Tanabe-noiseless 11 (10)5000/15
RL-SHADE-10e5-Tanabe-noiseless 57 (8)29 (4)27 (5)28 (7)29 (6)13 (2)13 (3)15/15
SOO-Derbel-noiseless 11 (2)6.8 (3)21 (8)39 (41)154 (144)220 (202)587 (504)6/15

Δ fopt
f13, 5-D
1e1
132
1e0
195
1e-1
250
1e-2
319
1e-3
1310
1e-5
1752
1e-7
2255
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5.3 (5)2500/15
R-DE-10e2-Tanabe-noiseless 5.4 (8)38 (53)5000/15
R-DE-10e5-Tanabe-noiseless 24 (68)119 (180)522 (637)4599 (5880)1591 (3645)5e50/15
R-SHADE-10e2-Tanabe-noiseless 11 (11)5000/15
R-SHADE-10e5-Tanabe-noiseless 3.6 (0.7)4.2 (0.6)4.7 (1)4.9 (0.5)1.5 (0.2)1.5 (0.2)1.5 (0.1)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.6 (5)38 (37)5000/15
RL-SHADE-10e5-Tanabe-noiseless 24 (3)27 (2)28 (2)28 (2)7.9 (0.4)7.8 (0.5)7.5 (0.3)15/15
SOO-Derbel-noiseless 6.3 (4)14 (6)28 (26)43 (23)27 (30)105 (40)298 (209)7/15

Δ fopt
f14, 5-D
1e1
10
1e0
41
1e-1
58
1e-2
90
1e-3
139
1e-5
251
1e-7
476
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.4 (1)1.6 (0.8)8.6 (8)2500/15
R-DE-10e2-Tanabe-noiseless 1.7 (1)2.8 (2)4.1 (1)5.2 (2)5000/15
R-DE-10e5-Tanabe-noiseless 2.0 (2)3.0 (1)4.0 (2)5.2 (3)19 (56)580 (857)5e50/15
R-SHADE-10e2-Tanabe-noiseless 1.6 (2)3.2 (1)4.5 (0.9)5.6 (3)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.3 (1)3.4 (1.0)5.2 (0.8)5.7 (1)5.4 (1)5.3 (1)4.0 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.1 (4)3.4 (2)4.0 (2)10 (3)5000/15
RL-SHADE-10e5-Tanabe-noiseless 3.1 (7)13 (4)25 (3)32 (7)33 (2)29 (2)20 (0.6)15/15
SOO-Derbel-noiseless 0.57 (0.1)2.2 (0.4)4.5 (5)10 (5)22 (10)1344 (1444)7480 (6393)0/15

Δ fopt
f15, 5-D
1e1
511
1e0
9310
1e-1
19369
1e-2
19743
1e-3
20073
1e-5
20769
1e-7
21359
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 2.0 (2)2500/15
R-DE-10e2-Tanabe-noiseless 5000/15
R-DE-10e5-Tanabe-noiseless 3.3 (2)80 (57)373 (581)5e50/15
R-SHADE-10e2-Tanabe-noiseless 4.8 (4)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.9 (0.8)2.3 (2)6.3 (5)6.2 (3)8.3 (6)9.0 (6)8.7 (10)14/15
RL-SHADE-10e2-Tanabe-noiseless 2.8 (4)5000/15
RL-SHADE-10e5-Tanabe-noiseless 6.9 (4)2.8 (1)6.1 (5)6.3 (7)6.4 (5)7.4 (5)7.3 (14)14/15
SOO-Derbel-noiseless 1.4 (0.6)3.5 (3)40 (59)46 (44)46 (78)44 (61)43 (46)6/15

Δ fopt
f16, 5-D
1e1
120
1e0
612
1e-1
2662
1e-2
10163
1e-3
10449
1e-5
11644
1e-7
12095
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.2 (0.8)2500/15
R-DE-10e2-Tanabe-noiseless 0.95 (0.9)5000/15
R-DE-10e5-Tanabe-noiseless 1.7 (2)28 (43)102 (111)342 (270)706 (1735)5e50/15
R-SHADE-10e2-Tanabe-noiseless 1.4 (1)5.9 (4)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.1 (0.8)2.7 (0.6)2.5 (6)1.4 (2)2.2 (2)2.4 (3)2.3 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.2 (0.6)5000/15
RL-SHADE-10e5-Tanabe-noiseless 1.7 (1)15 (3)12 (4)30 (24)60 (86)65 (45)63 (111)7/15
SOO-Derbel-noiseless 1.2 (0.6)1.1 (0.5)1.2 (0.4)0.96 (2)1.6 (2)3.2 (7)7.7 (11)15/15

Δ fopt
f17, 5-D
1e1
5.0
1e0
215
1e-1
899
1e-2
2861
1e-3
3669
1e-5
6351
1e-7
7934
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.2 (3)8.6 (8)2500/15
R-DE-10e2-Tanabe-noiseless 4.3 (5)1.4 (2)4.0 (3)5000/15
R-DE-10e5-Tanabe-noiseless 4.3 (3)4.6 (5)8.2 (9)4.7 (5)12 (18)35 (45)127 (106)2/15
R-SHADE-10e2-Tanabe-noiseless 3.4 (4)2.8 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 2.9 (2)1.5 (0.7)1.9 (4)0.81 (0.1)0.94 (2)1.1 (0.9)1.1 (1.0)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.5 (2)2.0 (2)5000/15
RL-SHADE-10e5-Tanabe-noiseless 2.9 (2)6.5 (2)5.4 (0.6)2.8 (0.3)3.0 (0.2)2.7 (0.1)2.8 (0.2)15/15
SOO-Derbel-noiseless 1.5 (2)1.2 (0.4)1.7 (0.7)1.8 (2)4.4 (8)11 (16)19 (15)14/15

Δ fopt
f18, 5-D
1e1
103
1e0
378
1e-1
3968
1e-2
8451
1e-3
9280
1e-5
10905
1e-7
12469
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.1 (1)2500/15
R-DE-10e2-Tanabe-noiseless 1.1 (1)6.4 (3)5000/15
R-DE-10e5-Tanabe-noiseless 1.3 (0.6)4.3 (9)6.7 (9)27 (23)223 (261)5e50/15
R-SHADE-10e2-Tanabe-noiseless 2.0 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.4 (2)1.6 (0.8)0.32 (0.2)0.64 (1)1.2 (3)2.6 (3)4.7 (8)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.3 (0.9)10 (7)5000/15
RL-SHADE-10e5-Tanabe-noiseless 3.8 (2)10 (3)1.7 (0.2)1.2 (0.2)1.4 (0.1)1.8 (0.1)2.0 (0.1)15/15
SOO-Derbel-noiseless 0.95 (0.7)1.8 (0.5)0.80 (0.9)3.6 (2)10 (11)25 (25)50 (129)8/15

Δ fopt
f19, 5-D
1e1
1
1e0
1
1e-1
242
1e-2
1.0e5
1e-3
1.2e5
1e-5
1.2e5
1e-7
1.2e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 19 (19)2500/15
R-DE-10e2-Tanabe-noiseless 26 (17)5000/15
R-DE-10e5-Tanabe-noiseless 19 (26)2417 (2372)1952 (1703)5e50/15
R-SHADE-10e2-Tanabe-noiseless 21 (22)7330 (1e4)5000/15
R-SHADE-10e5-Tanabe-noiseless 22 (16)1787 (2820)111 (170)21 (30)5e50/15
RL-SHADE-10e2-Tanabe-noiseless 31 (23)5000/15
RL-SHADE-10e5-Tanabe-noiseless 32 (25)4183 (3772)269 (225)68 (69)5e50/15
SOO-Derbel-noiseless 1 (0)★21 (0)★410 (1)12 (10)5e50/15

Δ fopt
f20, 5-D
1e1
16
1e0
851
1e-1
38111
1e-2
51362
1e-3
54470
1e-5
54861
1e-7
55313
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 2.1 (2)2500/15
R-DE-10e2-Tanabe-noiseless 4.0 (2)1.1 (0.4)5000/15
R-DE-10e5-Tanabe-noiseless 3.6 (3)0.94 (1.0)0.82 (1.0)0.81 (1)0.80 (0.6)0.91 (0.9)0.95 (1)15/15
R-SHADE-10e2-Tanabe-noiseless 4.1 (3)1.4 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 3.9 (2)1.9 (0.8)0.33 (0.2)0.26 (0.2)0.25 (0.1)0.25 (0.1)0.26 (0.1)15/15
RL-SHADE-10e2-Tanabe-noiseless 4.4 (2)1.3 (0.8)5000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (5)5.6 (2)0.64 (0.7)0.54 (0.5)0.53 (0.1)0.56 (0.9)0.58 (0.1)15/15
SOO-Derbel-noiseless 12 (0.0)1.2 (6e-4)5e50/15

Δ fopt
f21, 5-D
1e1
41
1e0
1157
1e-1
1674
1e-2
1692
1e-3
1705
1e-5
1729
1e-7
1757
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 0.87 (0.5)0.79 (0.6)2.3 (3)2500/15
R-DE-10e2-Tanabe-noiseless 1.4 (2)6.2 (6)4.4 (4)4.3 (4)5000/15
R-DE-10e5-Tanabe-noiseless 1.7 (1)16 (22)15 (14)15 (18)15 (16)15 (12)17 (18)15/15
R-SHADE-10e2-Tanabe-noiseless 2.3 (2)1.5 (2)2.2 (3)4.4 (6)5000/15
R-SHADE-10e5-Tanabe-noiseless 2.0 (2)2.6 (3)3.3 (3)3.3 (2)3.4 (4)3.4 (2)3.5 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.0 (2)1.4 (0.9)2.1 (3)4.2 (3)4.2 (6)4.3 (3)4.2 (5)1/15
RL-SHADE-10e5-Tanabe-noiseless 3.1 (3)7.3 (44)5.8 (16)6.7 (30)7.2 (30)7.9 (15)8.5 (28)15/15
SOO-Derbel-noiseless 0.88 (0.6)0.35 (0.3)0.70 (0.9)1.1 (0.7)1.4 (0.3)6.2 (14)8.5 (13)15/15

Δ fopt
f22, 5-D
1e1
71
1e0
386
1e-1
938
1e-2
980
1e-3
1008
1e-5
1040
1e-7
1068
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 1.1 (0.6)5.8 (7)2500/15
R-DE-10e2-Tanabe-noiseless 1.3 (1)2.2 (4)7.7 (10)7.4 (10)5000/15
R-DE-10e5-Tanabe-noiseless 2.1 (2)16 (11)25 (47)26 (18)27 (11)36 (16)41 (42)15/15
R-SHADE-10e2-Tanabe-noiseless 1.6 (1)5.7 (8)3.7 (4)5000/15
R-SHADE-10e5-Tanabe-noiseless 1.5 (2)3.2 (3)5.5 (7)5.5 (5)5.5 (7)5.5 (7)5.6 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.6 (1)2.6 (2)3.7 (3)5000/15
RL-SHADE-10e5-Tanabe-noiseless 3.7 (2)4.5 (3)65 (267)64 (51)63 (174)62 (97)62 (2)14/15
SOO-Derbel-noiseless 1.0 (0.9)0.98 (0.4)14 (30)37 (75)50 (97)92 (124)205 (74)13/15

Δ fopt
f23, 5-D
1e1
3.0
1e0
518
1e-1
14249
1e-2
27890
1e-3
31654
1e-5
33030
1e-7
34256
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.8 (1)2500/15
R-DE-10e2-Tanabe-noiseless 1.6 (1)14 (17)5000/15
R-DE-10e5-Tanabe-noiseless 2.0 (2)34 (41)5e50/15
R-SHADE-10e2-Tanabe-noiseless 3.1 (2)5000/15
R-SHADE-10e5-Tanabe-noiseless 2.9 (2)6.2 (4)1.7 (3)0.93 (2)0.83 (1.0)0.82 (0.9)0.82 (0.5)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.8 (3)5000/15
RL-SHADE-10e5-Tanabe-noiseless 2.2 (2)18 (26)11 (17)7.4 (6)6.8 (5)6.6 (9)6.4 (5)14/15
SOO-Derbel-noiseless 1.7 (0.2)1.4 (0.7)0.71 (0.8)1.9 (0.8)3.3 (12)6.5 (5)10 (5)11/15

Δ fopt
f24, 5-D
1e1
1622
1e0
2.2e5
1e-1
6.4e6
1e-2
9.6e6
1e-3
9.6e6
1e-5
1.3e7
1e-7
1.3e7
#succ
3/15
MATSUMOTO-Brockhoff-noiseless 2500/15
R-DE-10e2-Tanabe-noiseless 5000/15
R-DE-10e5-Tanabe-noiseless 5.0 (4)16 (21)5e50/15
R-SHADE-10e2-Tanabe-noiseless 5000/15
R-SHADE-10e5-Tanabe-noiseless 1.7 (0.5)2.6 (2)5e50/15
RL-SHADE-10e2-Tanabe-noiseless 5000/15
RL-SHADE-10e5-Tanabe-noiseless 6.9 (3)16 (20)5e50/15
SOO-Derbel-noiseless 3.0 (2)1.2 (2)5e50/15

Previous dimension | Dimension = 10 | Next dimension

Δ fopt
f1, 10-D
1e1
22
1e0
23
1e-1
23
1e-2
23
1e-3
23
1e-5
23
1e-7
23
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.5 (0.7)11 (4)13 (9)30 (21)318 (261)5000/15
R-DE-10e2-Tanabe-noiseless 4.3 (2)11 (3)18 (3)25 (3)32 (5)126 (97)10000/15
R-DE-10e5-Tanabe-noiseless 8.6 (2)18 (3)30 (4)43 (7)53 (6)76 (5)100 (5)15/15
R-SHADE-10e2-Tanabe-noiseless 6.1 (1)14 (5)21 (7)32 (22)46 (24)652 (576)10000/15
R-SHADE-10e5-Tanabe-noiseless 12 (6)29 (8)47 (8)69 (6)88 (10)126 (8)169 (10)15/15
RL-SHADE-10e2-Tanabe-noiseless 7.2 (0.8)13 (5)43 (24)115 (57)208 (228)10000/15
RL-SHADE-10e5-Tanabe-noiseless 44 (23)144 (34)256 (30)360 (32)460 (20)642 (28)803 (41)15/15
SOO-Derbel-noiseless 3.9 (2)16 (5)39 (7)67 (12)111 (16)226 (13)370 (27)15/15

Δ fopt
f2, 10-D
1e1
187
1e0
190
1e-1
191
1e-2
191
1e-3
193
1e-5
194
1e-7
195
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 4.5 (3)8.6 (9)15 (27)78 (52)10000/15
R-DE-10e5-Tanabe-noiseless 5.9 (0.6)7.1 (0.3)8.3 (0.8)10 (0.6)11 (0.6)14 (2)16 (1.0)15/15
R-SHADE-10e2-Tanabe-noiseless 4.4 (2)9.0 (7)26 (21)78 (58)10000/15
R-SHADE-10e5-Tanabe-noiseless 11 (1)14 (2)16 (3)19 (2)21 (3)26 (1)30 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 18 (11)10000/15
RL-SHADE-10e5-Tanabe-noiseless 56 (2)67 (2)78 (4)88 (3)97 (2)115 (2)132 (3)15/15
SOO-Derbel-noiseless 2695 (6689)3537 (7902)4619 (2e4)4628 (5239)4589 (6480)5970 (2e4)6145 (8975)7/15

Δ fopt
f3, 10-D
1e1
1739
1e0
3600
1e-1
3609
1e-2
3636
1e-3
3642
1e-5
3646
1e-7
3651
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 8.5 (6)10000/15
R-DE-10e5-Tanabe-noiseless 1.0 (0.2)5.7 (11)35 (47)35 (29)35 (38)35 (45)35 (35)15/15
R-SHADE-10e2-Tanabe-noiseless 0.71 (0.2)10000/15
R-SHADE-10e5-Tanabe-noiseless 4.2 (1)4.0 (3)5.7 (5)5.9 (5)6.1 (6)6.4 (3)6.7 (5)15/15
RL-SHADE-10e2-Tanabe-noiseless 1.5 (2)10000/15
RL-SHADE-10e5-Tanabe-noiseless 14 (0.6)12 (0.7)14 (0.8)14 (0.4)15 (0.4)16 (0.3)17 (0.4)15/15
SOO-Derbel-noiseless 197 (240)3919 (3265)1e60/15

Δ fopt
f4, 10-D
1e1
2234
1e0
3626
1e-1
3660
1e-2
3695
1e-3
3707
1e-5
3744
1e-7
28767
#succ
12/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 10000/15
R-DE-10e5-Tanabe-noiseless 0.90 (0.1)35 (40)264 (183)261 (189)261 (225)258 (238)34 (34)10/15
R-SHADE-10e2-Tanabe-noiseless 0.69 (0.8)10000/15
R-SHADE-10e5-Tanabe-noiseless 3.6 (0.4)5.5 (3)7.6 (5)7.8 (4)8.0 (4)8.3 (3)1.1 (0.7)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.2 (4)10000/15
RL-SHADE-10e5-Tanabe-noiseless 12 (1)13 (0.8)15 (0.7)16 (0.6)16 (0.5)17 (0.5)2.3 (0.1)15/15
SOO-Derbel-noiseless 677 (511)1e60/15

Δ fopt
f5, 10-D
1e1
20
1e0
20
1e-1
20
1e-2
20
1e-3
20
1e-5
20
1e-7
20
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.7 (0.1)★41.9 (0.2)★42.0 (0.1)★42.0 (0.2)★42.0 (0.1)★42.0 (0.2)★42.0 (0.2)★415/15
R-DE-10e2-Tanabe-noiseless 17 (27)29 (8)47 (42)71 (64)750 (1100)10000/15
R-DE-10e5-Tanabe-noiseless 24 (2)45 (7)65 (8)85 (4)104 (9)145 (15)185 (5)15/15
R-SHADE-10e2-Tanabe-noiseless 12 (3)19 (3)26 (4)32 (6)37 (9)57 (49)183 (160)2/15
R-SHADE-10e5-Tanabe-noiseless 47 (11)91 (20)134 (21)178 (28)223 (19)314 (31)403 (20)15/15
RL-SHADE-10e2-Tanabe-noiseless 14 (2)20 (4)27 (3)34 (12)42 (6)77 (42)372 (439)0/15
RL-SHADE-10e5-Tanabe-noiseless 131 (6)241 (13)336 (11)420 (11)502 (17)655 (8)799 (14)15/15
SOO-Derbel-noiseless 36 (0.0)108 (0.0)219 (0.0)395 (0.0)623 (0.0)1175 (0.0)1884 (0.0)15/15

Δ fopt
f6, 10-D
1e1
412
1e0
623
1e-1
826
1e-2
1039
1e-3
1292
1e-5
1841
1e-7
2370
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 3.0 (4)12 (23)10000/15
R-DE-10e5-Tanabe-noiseless 3.8 (1)6.5 (2)10 (5)19 (25)48 (156)269 (547)1232 (591)4/15
R-SHADE-10e2-Tanabe-noiseless 3.1 (3)12 (19)10000/15
R-SHADE-10e5-Tanabe-noiseless 2.9 (0.5)3.5 (0.3)4.1 (0.3)4.2 (0.3)4.2 (0.3)4.1 (0.3)4.1 (0.2)15/15
RL-SHADE-10e2-Tanabe-noiseless 11 (5)10000/15
RL-SHADE-10e5-Tanabe-noiseless 16 (1)18 (0.3)17 (1)16 (0.8)15 (1)14 (0.4)13 (0.5)15/15
SOO-Derbel-noiseless 2254 (2587)2.3e4 (1e4)1e60/15

Δ fopt
f7, 10-D
1e1
172
1e0
1611
1e-1
4195
1e-2
5099
1e-3
5141
1e-5
5141
1e-7
5389
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 45 (52)5000/15
R-DE-10e2-Tanabe-noiseless 4.6 (2)9.2 (10)10000/15
R-DE-10e5-Tanabe-noiseless 7.2 (3)7.5 (8)17 (16)242 (229)354 (459)354 (345)338 (430)6/15
R-SHADE-10e2-Tanabe-noiseless 3.9 (5)4.5 (5)10000/15
R-SHADE-10e5-Tanabe-noiseless 3.9 (1)1.9 (0.7)1.6 (1)1.7 (1)1.7 (1)1.7 (2)1.7 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.7 (3)10000/15
RL-SHADE-10e5-Tanabe-noiseless 19 (5)5.0 (0.5)2.8 (0.2)3.0 (0.3)3.0 (0.1)3.0 (0.4)3.0 (0.3)15/15
SOO-Derbel-noiseless 6.6 (3)14 (13)66 (128)496 (460)1376 (1021)1376 (1930)2676 (1809)1/15

Δ fopt
f8, 10-D
1e1
326
1e0
921
1e-1
1114
1e-2
1217
1e-3
1267
1e-5
1315
1e-7
1343
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 6.6 (4)10000/15
R-DE-10e5-Tanabe-noiseless 6.9 (2)749 (1073)3953 (5162)1.2e4 (7601)1.2e4 (7893)1e60/15
R-SHADE-10e2-Tanabe-noiseless 2.8 (2)10000/15
R-SHADE-10e5-Tanabe-noiseless 4.5 (0.8)7.9 (9)8.4 (4)8.5 (1.0)8.7 (1)9.3 (4)10 (6)15/15
RL-SHADE-10e2-Tanabe-noiseless 22 (26)10000/15
RL-SHADE-10e5-Tanabe-noiseless 27 (3)21 (1)21 (0.8)21 (0.9)21 (1)24 (0.4)26 (1.0)15/15
SOO-Derbel-noiseless 33 (46)1854 (1871)1.3e4 (2e4)1.2e4 (2e4)1.1e4 (1e4)1.1e4 (9888)1.1e4 (2e4)1/15

Δ fopt
f9, 10-D
1e1
200
1e0
648
1e-1
857
1e-2
993
1e-3
1065
1e-5
1138
1e-7
1185
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 7.3 (6)10000/15
R-DE-10e5-Tanabe-noiseless 10 (3)5126 (9929)1e60/15
R-SHADE-10e2-Tanabe-noiseless 8.3 (6)10000/15
R-SHADE-10e5-Tanabe-noiseless 7.1 (0.9)15 (16)14 (8)13 (1)13 (10)13 (4)14 (7)15/15
RL-SHADE-10e2-Tanabe-noiseless 74 (51)10000/15
RL-SHADE-10e5-Tanabe-noiseless 44 (7)51 (154)42 (60)39 (2)38 (48)39 (0.6)41 (1)15/15
SOO-Derbel-noiseless 9.2 (4)1658 (2333)1.7e4 (2e4)1e60/15

Δ fopt
f10, 10-D
1e1
1835
1e0
2172
1e-1
2455
1e-2
2728
1e-3
2802
1e-5
4543
1e-7
4739
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 10000/15
R-DE-10e5-Tanabe-noiseless 1e60/15
R-SHADE-10e2-Tanabe-noiseless 10000/15
R-SHADE-10e5-Tanabe-noiseless 2.9 (3)4.0 (2)4.7 (3)5.0 (3)5.5 (3)4.1 (2)4.7 (1)15/15
RL-SHADE-10e2-Tanabe-noiseless 10000/15
RL-SHADE-10e5-Tanabe-noiseless 8.0 (0.6)7.9 (0.5)8.0 (0.4)7.9 (0.4)8.6 (0.5)6.3 (0.3)7.0 (0.3)15/15
SOO-Derbel-noiseless 1e60/15

Δ fopt
f11, 10-D
1e1
266
1e0
1041
1e-1
2602
1e-2
2954
1e-3
3338
1e-5
4092
1e-7
4843
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 10000/15
R-DE-10e5-Tanabe-noiseless 3897 (6326)1e60/15
R-SHADE-10e2-Tanabe-noiseless 10000/15
R-SHADE-10e5-Tanabe-noiseless 5.7 (1)3.2 (3)2.2 (1)2.7 (2)3.3 (3)4.1 (2)4.9 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 55 (61)10000/15
RL-SHADE-10e5-Tanabe-noiseless 40 (42)13 (2)6.2 (0.7)6.3 (3)6.3 (0.5)6.2 (0.3)6.2 (1)15/15
SOO-Derbel-noiseless 1.2e4 (8497)1e60/15

Δ fopt
f12, 10-D
1e1
515
1e0
896
1e-1
1240
1e-2
1390
1e-3
1569
1e-5
3660
1e-7
5154
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 7.0 (8)8.3 (10)10000/15
R-DE-10e5-Tanabe-noiseless 25 (17)172 (100)251 (266)1378 (3192)9232 (1e4)1e60/15
R-SHADE-10e2-Tanabe-noiseless 10000/15
R-SHADE-10e5-Tanabe-noiseless 10 (15)14 (17)18 (22)20 (9)21 (12)12 (6)10 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 10000/15
RL-SHADE-10e5-Tanabe-noiseless 32 (1)22 (6)21 (6)22 (5)23 (3)12 (3)10 (2)15/15
SOO-Derbel-noiseless 12 (6)26 (40)101 (74)210 (377)662 (710)4066 (7720)1e60/15

Δ fopt
f13, 10-D
1e1
387
1e0
596
1e-1
797
1e-2
1014
1e-3
4587
1e-5
6208
1e-7
7779
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.4 (3)★25000/15
R-DE-10e2-Tanabe-noiseless 9.0 (15)25 (29)10000/15
R-DE-10e5-Tanabe-noiseless 17 (36)81 (17)2397 (1053)1e60/15
R-SHADE-10e2-Tanabe-noiseless 9.2 (14)10000/15
R-SHADE-10e5-Tanabe-noiseless 5.2 (2)6.2 (2)7.0 (3)7.5 (2)2.4 (0.7)3.1 (1)5.8 (5)15/15
RL-SHADE-10e2-Tanabe-noiseless 39 (56)10000/15
RL-SHADE-10e5-Tanabe-noiseless 27 (2)25 (1)24 (1)23 (1)6.0 (0.2)5.7 (0.1)5.6 (0.1)15/15
SOO-Derbel-noiseless 16 (15)195 (525)609 (633)1475 (2476)1004 (910)1e60/15

Δ fopt
f14, 10-D
1e1
37
1e0
98
1e-1
133
1e-2
205
1e-3
392
1e-5
687
1e-7
4305
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.8 (1)4.3 (0.9)13 (31)5000/15
R-DE-10e2-Tanabe-noiseless 1.8 (0.5)3.7 (1)5.1 (2)17 (23)10000/15
R-DE-10e5-Tanabe-noiseless 3.2 (2)4.9 (0.8)6.5 (1)10 (2)36 (23)1e60/15
R-SHADE-10e2-Tanabe-noiseless 2.8 (2)3.7 (0.5)4.3 (0.6)7.3 (4)19 (24)10000/15
R-SHADE-10e5-Tanabe-noiseless 2.9 (2)6.2 (1)8.2 (1.0)8.3 (2)6.4 (1)8.7 (4)3.8 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.5 (0.5)4.6 (3)11 (12)35 (38)38 (40)10000/15
RL-SHADE-10e5-Tanabe-noiseless 10 (8)31 (3)50 (4)48 (3)33 (2)27 (1.0)5.8 (0.2)15/15
SOO-Derbel-noiseless 1.3 (0.8)5.3 (2)76 (78)119 (206)510 (877)1e60/15

Δ fopt
f15, 10-D
1e1
4774
1e0
39246
1e-1
73643
1e-2
74669
1e-3
75790
1e-5
77814
1e-7
79834
#succ
12/15
MATSUMOTO-Brockhoff-noiseless 1.6 (2)5000/15
R-DE-10e2-Tanabe-noiseless 10000/15
R-DE-10e5-Tanabe-noiseless 48 (46)1e60/15
R-SHADE-10e2-Tanabe-noiseless 10000/15
R-SHADE-10e5-Tanabe-noiseless 4.1 (2)175 (296)192 (180)1e60/15
RL-SHADE-10e2-Tanabe-noiseless 10000/15
RL-SHADE-10e5-Tanabe-noiseless 9.1 (3)33 (29)200 (329)198 (177)195 (162)1e60/15
SOO-Derbel-noiseless 2.8 (3)1e60/15

Δ fopt
f16, 10-D
1e1
425
1e0
7029
1e-1
15779
1e-2
45669
1e-3
51151
1e-5
65798
1e-7
71570
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 4.3 (6)5000/15
R-DE-10e2-Tanabe-noiseless 11 (10)10000/15
R-DE-10e5-Tanabe-noiseless 7.9 (8)199 (218)1e60/15
R-SHADE-10e2-Tanabe-noiseless 2.5 (4)10000/15
R-SHADE-10e5-Tanabe-noiseless 7.5 (5)8.7 (9)12 (14)19 (13)39 (26)32 (35)64 (102)3/15
RL-SHADE-10e2-Tanabe-noiseless 1.9 (1)10000/15
RL-SHADE-10e5-Tanabe-noiseless 26 (12)28 (25)205 (192)321 (350)1e60/15
SOO-Derbel-noiseless 1.1 (0.5)0.44 (0.2)0.94 (0.8)4.6 (7)15 (16)71 (91)204 (363)0/15

Δ fopt
f17, 10-D
1e1
26
1e0
429
1e-1
2203
1e-2
6329
1e-3
9851
1e-5
20190
1e-7
26503
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.6 (1)5000/15
R-DE-10e2-Tanabe-noiseless 1.6 (1)11 (6)10000/15
R-DE-10e5-Tanabe-noiseless 2.4 (0.9)5.0 (4)13 (23)35 (31)1e60/15
R-SHADE-10e2-Tanabe-noiseless 2.9 (2)35 (20)10000/15
R-SHADE-10e5-Tanabe-noiseless 2.0 (1)2.3 (0.6)1.2 (0.3)1.2 (3)2.8 (3)7.9 (6)19 (21)12/15
RL-SHADE-10e2-Tanabe-noiseless 2.5 (2)11 (10)10000/15
RL-SHADE-10e5-Tanabe-noiseless 3.3 (3)16 (2)6.9 (0.6)3.5 (0.2)2.9 (0.2)2.9 (2)3.1 (4)15/15
SOO-Derbel-noiseless 0.70 (1)3.4 (2)5.3 (3)9.2 (5)63 (48)356 (421)1e60/15

Δ fopt
f18, 10-D
1e1
238
1e0
836
1e-1
7012
1e-2
15928
1e-3
27536
1e-5
37234
1e-7
42708
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.8 (3)5000/15
R-DE-10e2-Tanabe-noiseless 2.9 (2)10000/15
R-DE-10e5-Tanabe-noiseless 2.8 (1)24 (34)1016 (894)1e60/15
R-SHADE-10e2-Tanabe-noiseless 3.5 (6)10000/15
R-SHADE-10e5-Tanabe-noiseless 1.9 (0.6)2.2 (0.3)0.68 (0.2)3.6 (5)13 (13)401 (423)1e60/15
RL-SHADE-10e2-Tanabe-noiseless 3.5 (4)10000/15
RL-SHADE-10e5-Tanabe-noiseless 11 (3)14 (0.9)2.7 (0.2)1.7 (0.1)1.3 (0.1)1.7 (0.1)2.4 (2)15/15
SOO-Derbel-noiseless 1.8 (0.9)4.5 (2)4.6 (5)22 (7)114 (123)1e60/15

Δ fopt
f19, 10-D
1e1
1
1e0
1
1e-1
10609
1e-2
9.8e5
1e-3
1.4e6
1e-5
1.4e6
1e-7
1.4e6
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 53 (12)5000/15
R-DE-10e2-Tanabe-noiseless 81 (12)10000/15
R-DE-10e5-Tanabe-noiseless 123 (64)4.8e6 (9e6)1e60/15
R-SHADE-10e2-Tanabe-noiseless 133 (106)10000/15
R-SHADE-10e5-Tanabe-noiseless 108 (51)3.8e4 (5e4)115 (209)1e60/15
RL-SHADE-10e2-Tanabe-noiseless 139 (67)10000/15
RL-SHADE-10e5-Tanabe-noiseless 404 (172)7.3e4 (3e4)188 (86)1e60/15
SOO-Derbel-noiseless 1 (0)★41 (0)★40.30 (0.1)1e60/15

Δ fopt
f20, 10-D
1e1
32
1e0
15426
1e-1
5.5e5
1e-2
5.7e5
1e-3
5.7e5
1e-5
5.8e5
1e-7
5.9e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 3.7 (1)5000/15
R-DE-10e2-Tanabe-noiseless 4.9 (1)0.96 (1)10000/15
R-DE-10e5-Tanabe-noiseless 8.7 (2)0.21 (0.1)0.46 (0.3)0.45 (0.5)0.44 (0.3)0.44 (0.4)0.43 (0.3)15/15
R-SHADE-10e2-Tanabe-noiseless 6.3 (2)0.96 (0.7)10000/15
R-SHADE-10e5-Tanabe-noiseless 8.0 (2)0.71 (0.4)3.4 (3)3.3 (5)3.3 (4)4.0 (5)4.0 (5)5/15
RL-SHADE-10e2-Tanabe-noiseless 7.3 (2)0.22 (0.1)10000/15
RL-SHADE-10e5-Tanabe-noiseless 44 (17)2.0 (0.3)0.37 (0.2)0.38 (0.4)0.38 (0.4)0.38 (0.2)0.38 (0.2)15/15
SOO-Derbel-noiseless 75 (0.0)2.3 (3e-5)1e60/15

Δ fopt
f21, 10-D
1e1
130
1e0
2236
1e-1
4392
1e-2
4487
1e-3
4618
1e-5
5074
1e-7
11329
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.5 (2)3.3 (2)5000/15
R-DE-10e2-Tanabe-noiseless 3.6 (4)1.2 (1)3.3 (1)3.3 (4)10000/15
R-DE-10e5-Tanabe-noiseless 5.1 (3)61 (147)34 (88)35 (24)38 (34)56 (85)28 (12)13/15
R-SHADE-10e2-Tanabe-noiseless 3.3 (1)6.5 (8)3.3 (4)3.3 (5)10000/15
R-SHADE-10e5-Tanabe-noiseless 4.6 (3)10 (17)10 (12)10 (8)10 (16)9.1 (20)4.1 (4)15/15
RL-SHADE-10e2-Tanabe-noiseless 2.8 (2)1.2 (2)10000/15
RL-SHADE-10e5-Tanabe-noiseless 22 (12)57 (134)72 (46)71 (100)69 (65)64 (99)29 (79)13/15
SOO-Derbel-noiseless 1.9 (2)6.7 (31)8.5 (2)22 (12)24 (42)47 (57)52 (145)9/15

Δ fopt
f22, 10-D
1e1
98
1e0
2839
1e-1
6353
1e-2
6620
1e-3
6798
1e-5
8296
1e-7
10351
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.4 (3)1.3 (2)5000/15
R-DE-10e2-Tanabe-noiseless 5.3 (3)1.6 (2)10000/15
R-DE-10e5-Tanabe-noiseless 19 (49)19 (42)40 (33)79 (43)83 (153)239 (422)421 (335)2/15
R-SHADE-10e2-Tanabe-noiseless 4.4 (0.9)0.95 (0.9)10000/15
R-SHADE-10e5-Tanabe-noiseless 5.7 (3)10 (17)36 (105)35 (51)34 (86)28 (21)22 (17)14/15
RL-SHADE-10e2-Tanabe-noiseless 5.8 (9)10000/15
RL-SHADE-10e5-Tanabe-noiseless 28 (16)85 (106)205 (236)197 (219)192 (405)158 (319)127 (179)7/15
SOO-Derbel-noiseless 3.2 (2)11 (24)33 (19)85 (84)150 (257)508 (1012)650 (884)0/15

Δ fopt
f23, 10-D
1e1
3.0
1e0
915
1e-1
16425
1e-2
1.8e5
1e-3
2.0e5
1e-5
2.1e5
1e-7
2.1e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.5 (2)5000/15
R-DE-10e2-Tanabe-noiseless 1.6 (2)10000/15
R-DE-10e5-Tanabe-noiseless 2.0 (2)204 (257)1e60/15
R-SHADE-10e2-Tanabe-noiseless 1.4 (0.9)10000/15
R-SHADE-10e5-Tanabe-noiseless 2.8 (4)21 (18)8.8 (11)18 (10)34 (41)33 (74)33 (52)2/15
RL-SHADE-10e2-Tanabe-noiseless 1.3 (2)10000/15
RL-SHADE-10e5-Tanabe-noiseless 1.5 (2)68 (22)27 (13)24 (16)22 (19)21 (16)21 (54)3/15
SOO-Derbel-noiseless 1.7 (2)2.3 (0.9)2.0 (2)14 (9)72 (32)1e60/15

Δ fopt
f24, 10-D
1e1
98761
1e0
1.0e6
1e-1
7.5e7
1e-2
7.5e7
1e-3
7.5e7
1e-5
7.5e7
1e-7
7.5e7
#succ
1/15
MATSUMOTO-Brockhoff-noiseless 5000/15
R-DE-10e2-Tanabe-noiseless 10000/15
R-DE-10e5-Tanabe-noiseless 1e60/15
R-SHADE-10e2-Tanabe-noiseless 10000/15
R-SHADE-10e5-Tanabe-noiseless 4.6 (7)1e60/15
RL-SHADE-10e2-Tanabe-noiseless 10000/15
RL-SHADE-10e5-Tanabe-noiseless 24 (21)1e60/15
SOO-Derbel-noiseless 3.1 (3)1e60/15

Previous dimension | Dimension = 20 | Next dimension

Δ fopt
f1, 20-D
1e1
43
1e0
43
1e-1
43
1e-2
43
1e-3
43
1e-5
43
1e-7
43
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 4.6 (1)63 (89)110 (92)112 (130)352 (523)10000/15
R-DE-10e2-Tanabe-noiseless 7.0 (2)19 (9)39 (26)164 (88)344 (454)20000/15
R-DE-10e5-Tanabe-noiseless 21 (3)44 (2)68 (2)91 (4)113 (7)160 (5)206 (4)15/15
R-SHADE-10e2-Tanabe-noiseless 10 (1)19 (2)31 (3)57 (26)346 (269)20000/15
R-SHADE-10e5-Tanabe-noiseless 27 (7)59 (10)89 (8)119 (20)149 (19)208 (13)264 (17)15/15
RL-SHADE-10e2-Tanabe-noiseless 15 (2)88 (85)691 (733)20000/15
RL-SHADE-10e5-Tanabe-noiseless 119 (14)272 (17)395 (17)503 (14)599 (23)782 (18)960 (12)15/15
SOO-Derbel-noiseless 15 (6)56 (6)111 (18)189 (18)279 (11)533 (23)847 (13)15/15

Δ fopt
f2, 20-D
1e1
385
1e0
386
1e-1
387
1e-2
388
1e-3
390
1e-5
391
1e-7
393
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 77 (91)20000/15
R-DE-10e5-Tanabe-noiseless 11 (0.5)13 (0.8)16 (0.5)19 (0.6)21 (0.9)26 (0.6)31 (1)15/15
R-SHADE-10e2-Tanabe-noiseless 38 (39)20000/15
R-SHADE-10e5-Tanabe-noiseless 18 (2)21 (2)25 (2)28 (3)31 (2)37 (3)43 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 76 (92)20000/15
RL-SHADE-10e5-Tanabe-noiseless 74 (2)84 (1)94 (1)104 (2)114 (2)132 (1)150 (2)15/15
SOO-Derbel-noiseless 2646 (1302)3896 (6032)6477 (9906)6476 (9873)8380 (8977)1.1e4 (8960)3.5e4 (7e4)2/15

Δ fopt
f3, 20-D
1e1
5066
1e0
7626
1e-1
7635
1e-2
7637
1e-3
7643
1e-5
7646
1e-7
7651
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 2.4 (0.4)26 (14)194 (231)194 (178)194 (235)194 (266)194 (270)11/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 7.7 (0.4)7.1 (0.2)7.7 (0.4)7.9 (0.3)8.1 (0.2)8.4 (0.3)8.7 (0.2)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 27 (2)23 (0.7)24 (0.3)25 (0.5)25 (0.5)26 (0.2)26 (0.4)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f4, 20-D
1e1
4722
1e0
7628
1e-1
7666
1e-2
7686
1e-3
7700
1e-5
7758
1e-7
1.4e5
#succ
9/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 3.9 (2)1952 (1057)2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 9.4 (0.9)8.3 (0.7)12 (5)12 (11)12 (0.5)13 (8)0.72 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 32 (0.8)25 (0.4)27 (0.4)28 (0.5)28 (0.4)28 (0.4)1.6 (0.0)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f5, 20-D
1e1
41
1e0
41
1e-1
41
1e-2
41
1e-3
41
1e-5
41
1e-7
41
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 1.8 (0.0)★42.0 (0.1)★42.1 (0.2)★42.4 (1)★42.4 (0.2)★42.4 (0.1)★42.4 (0.2)★415/15
R-DE-10e2-Tanabe-noiseless 20 (4)46 (43)112 (110)20000/15
R-DE-10e5-Tanabe-noiseless 46 (4)77 (6)109 (8)139 (10)172 (8)233 (8)297 (7)15/15
R-SHADE-10e2-Tanabe-noiseless 15 (2)23 (1)29 (2)36 (3)45 (6)732 (1037)20000/15
R-SHADE-10e5-Tanabe-noiseless 117 (13)212 (18)308 (30)400 (28)489 (31)679 (41)862 (25)15/15
RL-SHADE-10e2-Tanabe-noiseless 17 (2)30 (40)34 (17)37 (26)41 (19)65 (41)141 (50)3/15
RL-SHADE-10e5-Tanabe-noiseless 268 (14)438 (20)595 (31)747 (29)892 (28)1170 (35)1428 (28)15/15
SOO-Derbel-noiseless 123 (0.0)309 (0.0)573 (0.0)919 (0.0)1336 (0.0)2415 (0.0)3989 (0.0)15/15

Δ fopt
f6, 20-D
1e1
1296
1e0
2343
1e-1
3413
1e-2
4255
1e-3
5220
1e-5
6728
1e-7
8409
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 23 (24)20000/15
R-DE-10e5-Tanabe-noiseless 13 (4)18 (7)29 (16)116 (69)321 (248)951 (1709)3363 (1903)1/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 4.2 (0.4)4.0 (0.4)3.8 (0.6)3.9 (0.4)3.9 (0.3)4.1 (0.3)4.1 (0.3)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 18 (0.6)13 (0.5)11 (0.5)10 (0.1)10 (0.3)10 (0.3)9.3 (0.2)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f7, 20-D
1e1
1351
1e0
4274
1e-1
9503
1e-2
16523
1e-3
16524
1e-5
16524
1e-7
16969
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 11 (14)20000/15
R-DE-10e5-Tanabe-noiseless 12 (6)1951 (3439)2e60/15
R-SHADE-10e2-Tanabe-noiseless 11 (14)20000/15
R-SHADE-10e5-Tanabe-noiseless 2.0 (0.3)29 (8)72 (83)1762 (1906)1761 (1664)1761 (1573)1715 (2888)1/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 11 (0.6)5.3 (0.2)3.0 (0.1)2.2 (0.1)2.2 (0.1)2.2 (0.1)2.2 (0.1)15/15
SOO-Derbel-noiseless 59 (78)1603 (2223)2e60/15

Δ fopt
f8, 20-D
1e1
2039
1e0
3871
1e-1
4040
1e-2
4148
1e-3
4219
1e-5
4371
1e-7
4484
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 594 (150)2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 11 (3)14 (9)15 (9)15 (5)15 (7)16 (4)16 (8)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 26 (2)21 (0.7)22 (0.9)23 (0.7)23 (0.7)24 (0.6)25 (0.2)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f9, 20-D
1e1
1716
1e0
3102
1e-1
3277
1e-2
3379
1e-3
3455
1e-5
3594
1e-7
3727
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 3021 (2746)2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 16 (5)20 (8)22 (8)23 (2)23 (2)24 (7)24 (7)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 33 (2)29 (1)30 (1)31 (0.6)32 (1.0)33 (1.0)34 (1)15/15
SOO-Derbel-noiseless 4999 (2645)2e60/15

Δ fopt
f10, 20-D
1e1
7413
1e0
8661
1e-1
10735
1e-2
13641
1e-3
14920
1e-5
17073
1e-7
17476
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 16 (8)22 (7)25 (6)26 (4)29 (7)32 (7)40 (14)9/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 5.5 (0.6)5.5 (0.8)5.0 (0.8)4.3 (0.5)4.3 (0.4)4.3 (0.2)4.8 (0.3)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f11, 20-D
1e1
1002
1e0
2228
1e-1
6278
1e-2
8586
1e-3
9762
1e-5
12285
1e-7
14831
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 7.6 (2)13 (4)8.2 (2)8.4 (3)10 (1)11 (2)12 (2)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 27 (5)15 (2)6.2 (0.7)5.2 (0.2)5.1 (0.4)4.9 (0.3)4.8 (0.3)15/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f12, 20-D
1e1
1042
1e0
1938
1e-1
2740
1e-2
3156
1e-3
4140
1e-5
12407
1e-7
13827
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 31 (23)219 (542)467 (1335)8876 (9823)6767 (2e4)2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 8.5 (0.9)18 (11)23 (20)26 (15)25 (9)12 (4)13 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 37 (1)24 (9)22 (4)24 (7)22 (6)10 (2)10 (2)15/15
SOO-Derbel-noiseless 1109 (1037)1284 (3393)1597 (1049)2610 (2694)3190 (7747)2e60/15

Δ fopt
f13, 20-D
1e1
652
1e0
2021
1e-1
2751
1e-2
3507
1e-3
18749
1e-5
24455
1e-7
30201
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 23 (14)10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 45 (121)114 (220)641 (813)8016 (4277)2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 12 (7)8.0 (5)10 (5)12 (3)3.4 (1.0)5.2 (2)25 (31)0/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 38 (1)17 (0.6)17 (1)17 (0.7)3.7 (0.1)3.6 (0.1)3.6 (0.1)15/15
SOO-Derbel-noiseless 1926 (1204)4491 (2227)2e60/15

Δ fopt
f14, 20-D
1e1
75
1e0
239
1e-1
304
1e-2
451
1e-3
932
1e-5
1648
1e-7
15661
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.9 (3)14 (10)10000/15
R-DE-10e2-Tanabe-noiseless 4.5 (4)6.4 (9)23 (24)20000/15
R-DE-10e5-Tanabe-noiseless 9.4 (2)10 (2)13 (1.0)30 (11)2e60/15
R-SHADE-10e2-Tanabe-noiseless 4.8 (1)3.8 (0.8)4.8 (0.5)66 (47)20000/15
R-SHADE-10e5-Tanabe-noiseless 8.2 (2)9.4 (2)13 (1)13 (0.8)11 (2)58 (36)1861 (958)0/15
RL-SHADE-10e2-Tanabe-noiseless 5.8 (2)40 (17)20000/15
RL-SHADE-10e5-Tanabe-noiseless 40 (5)51 (5)61 (3)55 (2)34 (2)28 (1)3.9 (0.1)15/15
SOO-Derbel-noiseless 5.7 (3)55 (20)713 (413)2525 (2302)2e60/15

Δ fopt
f15, 20-D
1e1
30378
1e0
1.5e5
1e-1
3.1e5
1e-2
3.2e5
1e-3
3.2e5
1e-5
4.5e5
1e-7
4.6e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 52 (68)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 8.3 (0.8)2e60/15
SOO-Derbel-noiseless 2e60/15

Δ fopt
f16, 20-D
1e1
1384
1e0
27265
1e-1
77015
1e-2
1.4e5
1e-3
1.9e5
1e-5
2.0e5
1e-7
2.2e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 11 (6)10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 236 (327)2e60/15
R-SHADE-10e2-Tanabe-noiseless 22 (20)20000/15
R-SHADE-10e5-Tanabe-noiseless 27 (12)246 (614)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 6.8 (5)20000/15
RL-SHADE-10e5-Tanabe-noiseless 73 (23)2e60/15
SOO-Derbel-noiseless 1.6 (0.5)0.96 (0.5)14 (9)204 (208)2e60/15

Δ fopt
f17, 20-D
1e1
63
1e0
1030
1e-1
4005
1e-2
12242
1e-3
30677
1e-5
56288
1e-7
80472
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.2 (1)10000/15
R-DE-10e2-Tanabe-noiseless 2.1 (1)20000/15
R-DE-10e5-Tanabe-noiseless 4.1 (4)12 (3)37 (27)2397 (1920)2e60/15
R-SHADE-10e2-Tanabe-noiseless 3.7 (3)29 (19)20000/15
R-SHADE-10e5-Tanabe-noiseless 3.7 (2)3.4 (1)3.9 (0.9)18 (15)45 (34)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 3.9 (2)20000/15
RL-SHADE-10e5-Tanabe-noiseless 13 (7)18 (1)8.1 (0.6)3.7 (0.2)2.0 (0.1)1.6 (0.1)7.1 (10)13/15
SOO-Derbel-noiseless 1.3 (1)16 (7)87 (67)1159 (954)2e60/15

Δ fopt
f18, 20-D
1e1
621
1e0
3972
1e-1
19561
1e-2
28555
1e-3
67569
1e-5
1.3e5
1e-7
1.5e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 8.4 (4)20000/15
R-DE-10e5-Tanabe-noiseless 6.2 (4)324 (155)2e60/15
R-SHADE-10e2-Tanabe-noiseless 5.6 (6)20000/15
R-SHADE-10e5-Tanabe-noiseless 3.1 (0.8)2.0 (1)30 (32)1050 (613)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 11 (12)20000/15
RL-SHADE-10e5-Tanabe-noiseless 17 (2)7.0 (0.2)2.1 (0.0)2.1 (0.0)1.9 (2)8.0 (5)41 (36)3/15
SOO-Derbel-noiseless 5.0 (1)27 (36)241 (297)2e60/15

Δ fopt
f19, 20-D
1e1
1
1e0
1
1e-1
3.4e5
1e-2
4.7e6
1e-3
6.2e6
1e-5
6.7e6
1e-7
6.7e6
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 417 (236)10000/15
R-DE-10e2-Tanabe-noiseless 191 (70)20000/15
R-DE-10e5-Tanabe-noiseless 670 (240)2e60/15
R-SHADE-10e2-Tanabe-noiseless 371 (116)20000/15
R-SHADE-10e5-Tanabe-noiseless 344 (66)1.1e6 (9e5)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 453 (42)20000/15
RL-SHADE-10e5-Tanabe-noiseless 1800 (563)3.3e5 (6e4)2e60/15
SOO-Derbel-noiseless 1 (0)★41 (0)★43.2 (4)2e60/15

Δ fopt
f20, 20-D
1e1
82
1e0
46150
1e-1
3.1e6
1e-2
5.5e6
1e-3
5.5e6
1e-5
5.6e6
1e-7
5.6e6
#succ
14/15
MATSUMOTO-Brockhoff-noiseless 4.5 (1)10000/15
R-DE-10e2-Tanabe-noiseless 5.0 (4)0.63 (0.5)20000/15
R-DE-10e5-Tanabe-noiseless 14 (3)0.50 (0.2)0.18 (0.1)0.57 (0.5)0.57 (1)0.56 (0.7)0.56 (0.8)7/15
R-SHADE-10e2-Tanabe-noiseless 6.7 (1)20000/15
R-SHADE-10e5-Tanabe-noiseless 10 (3)1.3 (0.2)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 11 (4)20000/15
RL-SHADE-10e5-Tanabe-noiseless 68 (20)3.3 (0.6)0.38 (0.4)0.52 (0.5)0.52 (0.6)0.52 (0.6)0.61 (0.5)6/15
SOO-Derbel-noiseless 39 (6e-3)2e60/15

Δ fopt
f21, 20-D
1e1
561
1e0
6541
1e-1
14103
1e-2
14318
1e-3
14643
1e-5
15567
1e-7
17589
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 0.83 (0.5)0.57 (0.7)1.2 (1)10000/15
R-DE-10e2-Tanabe-noiseless 1.9 (3)4.5 (4)20000/15
R-DE-10e5-Tanabe-noiseless 18 (11)75 (21)57 (128)108 (138)138 (56)169 (199)187 (208)7/15
R-SHADE-10e2-Tanabe-noiseless 4.0 (4)4.4 (7)2.1 (2)2.1 (4)20000/15
R-SHADE-10e5-Tanabe-noiseless 3.0 (0.9)6.6 (9)6.5 (17)6.5 (2)6.4 (12)6.1 (16)5.5 (3)15/15
RL-SHADE-10e2-Tanabe-noiseless 3.9 (8)4.4 (4)2.1 (2)20000/15
RL-SHADE-10e5-Tanabe-noiseless 16 (5)150 (168)118 (107)116 (112)114 (150)107 (90)95 (108)10/15
SOO-Derbel-noiseless 2.7 (2)98 (153)100 (104)162 (244)232 (173)1893 (1831)2e60/15

Δ fopt
f22, 20-D
1e1
467
1e0
5580
1e-1
23491
1e-2
24163
1e-3
24948
1e-5
26847
1e-7
1.3e5
#succ
12/15
MATSUMOTO-Brockhoff-noiseless 1.0 (0.6)2.9 (2)10000/15
R-DE-10e2-Tanabe-noiseless 3.8 (3)20000/15
R-DE-10e5-Tanabe-noiseless 41 (122)101 (163)2e60/15
R-SHADE-10e2-Tanabe-noiseless 3.5 (4)1.7 (1)20000/15
R-SHADE-10e5-Tanabe-noiseless 14 (80)29 (42)1200 (1107)1167 (1780)1130 (1864)1051 (1918)209 (241)1/15
RL-SHADE-10e2-Tanabe-noiseless 3.9 (5)5.3 (8)20000/15
RL-SHADE-10e5-Tanabe-noiseless 247 (5)362 (842)2e60/15
SOO-Derbel-noiseless 90 (3)117 (125)1257 (2278)2e60/15

Δ fopt
f23, 20-D
1e1
3.0
1e0
1614
1e-1
67457
1e-2
3.7e5
1e-3
4.9e5
1e-5
8.1e5
1e-7
8.4e5
#succ
15/15
MATSUMOTO-Brockhoff-noiseless 2.1 (2)10000/15
R-DE-10e2-Tanabe-noiseless 2.4 (2)20000/15
R-DE-10e5-Tanabe-noiseless 2.3 (2)2e60/15
R-SHADE-10e2-Tanabe-noiseless 2.3 (4)20000/15
R-SHADE-10e5-Tanabe-noiseless 2.3 (2)95 (92)12 (8)2e60/15
RL-SHADE-10e2-Tanabe-noiseless 1.9 (3)20000/15
RL-SHADE-10e5-Tanabe-noiseless 1.8 (2)116 (30)75 (56)2e60/15
SOO-Derbel-noiseless 1.7 (2)3.9 (2)1.1 (1)2e60/15

Δ fopt
f24, 20-D
1e1
1.3e6
1e0
7.5e6
1e-1
5.2e7
1e-2
5.2e7
1e-3
5.2e7
1e-5
5.2e7
1e-7
5.2e7
#succ
3/15
MATSUMOTO-Brockhoff-noiseless 10000/15
R-DE-10e2-Tanabe-noiseless 20000/15
R-DE-10e5-Tanabe-noiseless 2e60/15
R-SHADE-10e2-Tanabe-noiseless 20000/15
R-SHADE-10e5-Tanabe-noiseless 2e60/15
RL-SHADE-10e2-Tanabe-noiseless 20000/15
RL-SHADE-10e5-Tanabe-noiseless 2e60/15
SOO-Derbel-noiseless 2e60/15

Previous dimension | Dimension = 40 | First dimension

Average runtime (aRT in number of function evaluations) divided by the respective best aRT measured during BBOB-2009 in different dimensions. The aRT 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 aRT  in the first row. The different target ∆f-values are shown in the top row. #succ is the number of trials that reached the (final) target fopt+ 10−8. 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 (24). A ↓ indicates the same tested against the best algorithm from BBOB 2009. Best results are printed in bold.
Data produced with COCO v2.0.760