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Table showing the ERT in number of evaluations divided by the best ERT 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
BIPOPsaACM loshchilov noiseless 4.9 (6)4.8 (5)7.9 (4)11 (2)13 (1)16 (3)20 (3)15/15
IPOPsaACM loshchilov noiseless 2.8 (2)3.4 (3)6.6 (5)10 (3)12 (1)15 (2)19 (2)15/15
BIPOP-saACM-k loshchilov noiseless 4.6 (4)4.0 (3)8.1 (5)11 (1)14 (2)17 (1)20 (2)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
BIPOPsaACM loshchilov noiseless 6.5 (2)7.0 (2)5.7 (2)6.2 (1)6.4 (1)6.8 (1)7.3 (0.9)15/15
IPOPsaACM loshchilov noiseless 5.2 (3)5.7 (2)5.3 (1)5.7 (0.7)5.9 (0.8)6.1 (0.9)6.7 (0.9)15/15
BIPOP-saACM-k loshchilov noiseless 7.2 (3)7.3 (2)6.0 (2)6.4 (2)6.5 (2)6.8 (2)7.4 (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
BIPOPsaACM loshchilov noiseless 6.1 (3)1.9 (2)5.0 (6)6.4 (7)6.8 (6)6.8 (6)7.1 (6)15/15
IPOPsaACM loshchilov noiseless 3.1 (3)3.0 (3)5.2 (3)6.4 (7)7.0 (7)7.2 (9)7.2 (9)15/15
BIPOP-saACM-k loshchilov noiseless 6.3 (11)2.8 (3)4.7 (5)6.1 (6)6.3 (6)6.3 (6)6.9 (6)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
BIPOPsaACM loshchilov noiseless 3.7 (2)6.3 (7)34 (46)73 (89)92 (93)229 (387)224 (369)15/15
IPOPsaACM loshchilov noiseless 2.5 (2)4.5 (4)69 (84)98 (71)283 (188)1074 (1459)1130 (1399)14/15
BIPOP-saACM-k loshchilov noiseless 2.7 (2)7.8 (9)26 (24)38 (41)75 (80)108 (184)105 (178)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
BIPOPsaACM loshchilov noiseless 3.6 (3)6.3 (4)7.1 (4)7.1 (4)7.1 (4)7.1 (4)7.1 (4)15/15
IPOPsaACM loshchilov noiseless 2.8 (2)6.7 (6)7.5 (6)7.5 (6)7.5 (6)7.5 (6)7.5 (6)15/15
BIPOP-saACM-k loshchilov noiseless 3.2 (2)5.5 (3)5.8 (2)6.1 (2)6.1 (2)6.1 (2)6.1 (2)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
BIPOPsaACM loshchilov noiseless 2.2 (1)3.0 (1)3.1 (0.7)3.3 (1)4.0 (2)4.0 (2)4.2 (2)15/15
IPOPsaACM loshchilov noiseless 2.5 (2)3.3 (2)4.2 (4)3.9 (3)3.8 (2)3.8 (2)3.9 (1)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (3)3.9 (4)4.0 (3)4.5 (4)4.3 (3)4.3 (3)4.7 (2)15/15

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
BIPOPsaACM loshchilov noiseless 4.7 (4)2.8 (3)2.5 (2)1.1 (0.7)1.2 (1.0)1.2 (1.0)1.2 (0.9)15/15
IPOPsaACM loshchilov noiseless 4.8 (3)5.1 (6)3.7 (3)1.5 (0.9)1.3 (0.8)1.3 (0.8)1.6 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 5.7 (4)4.8 (5)3.0 (2)1.2 (0.9)1.4 (0.9)1.4 (0.9)1.5 (0.9)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
BIPOPsaACM loshchilov noiseless 5.2 (5)6.2 (8)3.8 (3)4.0 (3)2.5 (1)2.6 (1)2.4 (1)15/15
IPOPsaACM loshchilov noiseless 6.2 (5)11 (14)6.4 (5)6.4 (4)3.8 (2)3.8 (2)3.4 (2)15/15
BIPOP-saACM-k loshchilov noiseless 4.6 (4)9.4 (11)5.5 (5)5.7 (4)3.3 (2)3.4 (2)3.0 (2)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
BIPOPsaACM loshchilov noiseless 19 (14)5.9 (6)7.5 (5)6.6 (4)4.6 (2)4.2 (2)3.9 (2)15/15
IPOPsaACM loshchilov noiseless 19 (20)6.3 (7)7.8 (6)6.4 (3)4.5 (3)4.2 (2)3.8 (2)15/15
BIPOP-saACM-k loshchilov noiseless 25 (22)5.3 (4)7.2 (5)6.8 (3)4.7 (2)4.2 (2)3.9 (2)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
BIPOPsaACM loshchilov noiseless 3.5 (1)2.5 (0.7)2.4 (0.6)2.4 (0.3)2.3 (0.5)2.2 (0.3)2.0 (0.3)15/15
IPOPsaACM loshchilov noiseless 3.3 (1)2.6 (1)2.8 (1)2.8 (0.9)2.7 (0.9)2.5 (0.7)2.3 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 3.8 (2)3.0 (0.9)2.7 (0.6)2.5 (0.5)2.5 (0.4)2.3 (0.3)2.2 (0.4)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
BIPOPsaACM loshchilov noiseless 2.6 (0.8)2.5 (0.5)2.5 (0.3)2.2 (0.2)2.2 (0.3)2.1 (0.2)1.9 (0.2)15/15
IPOPsaACM loshchilov noiseless 2.8 (1)2.9 (0.8)2.9 (0.9)2.5 (0.7)2.5 (0.6)2.2 (0.5)2.2 (0.5)15/15
BIPOP-saACM-k loshchilov noiseless 2.8 (1)2.8 (1.0)3.0 (0.6)2.6 (0.6)2.6 (0.6)2.4 (0.5)2.2 (0.4)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
BIPOPsaACM loshchilov noiseless 3.1 (1)3.2 (2)6.3 (1)6.4 (8)6.2 (7)5.1 (5)4.3 (4)15/15
IPOPsaACM loshchilov noiseless 5.2 (4)6.1 (6)4.7 (5)4.4 (5)4.2 (4)3.4 (3)3.2 (3)15/15
BIPOP-saACM-k loshchilov noiseless 4.7 (2)5.3 (3)3.8 (3)4.3 (4)4.5 (5)4.0 (4)4.9 (5)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
BIPOPsaACM loshchilov noiseless 2.4 (2)2.8 (1)2.9 (1)2.7 (0.8)2.8 (1.0)2.7 (0.9)2.7 (0.7)15/15
IPOPsaACM loshchilov noiseless 2.8 (1)3.0 (0.9)3.3 (1)3.0 (1)2.8 (0.9)2.7 (0.5)2.5 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 3.2 (2)3.2 (0.9)3.2 (0.8)2.9 (0.8)2.8 (0.8)2.7 (0.6)2.7 (1.0)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
BIPOPsaACM loshchilov noiseless 3.0 (4)3.0 (3)3.2 (2)4.1 (1)3.5 (0.8)2.8 (0.7)3.0 (0.9)15/15
IPOPsaACM loshchilov noiseless 6.9 (10)4.9 (4)3.5 (2)3.9 (2)3.8 (1)3.1 (0.9)3.0 (0.7)15/15
BIPOP-saACM-k loshchilov noiseless 3.7 (4)3.6 (4)3.8 (2)3.8 (1)3.2 (0.6)2.9 (0.4)2.9 (0.2)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
BIPOPsaACM loshchilov noiseless 2.4 (5)2.0 (1)2.8 (3)2.7 (3)2.7 (3)2.5 (2)2.2 (2)15/15
IPOPsaACM loshchilov noiseless 1.3 (1)2.6 (3)1.4 (1)1.9 (2)1.8 (2)1.7 (2)1.5 (2)15/15
BIPOP-saACM-k loshchilov noiseless 1.1 (0.7)1.3 (1)2.3 (4)2.3 (4)2.3 (4)2.1 (3)1.9 (3)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
BIPOPsaACM loshchilov noiseless 3.2 (2)4.4 (7)5.1 (3)3.6 (3)4.4 (5)4.7 (4)3.8 (3)15/15
IPOPsaACM loshchilov noiseless 3.8 (6)6.6 (8)4.3 (4)3.0 (3)3.0 (3)3.1 (2)2.9 (2)15/15
BIPOP-saACM-k loshchilov noiseless 3.1 (2)2.7 (2)1.6 (2)1.2 (1)1.2 (1.0)1.6 (1)1.5 (1)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
BIPOPsaACM loshchilov noiseless 2.8 (3)1.2 (0.7)2.1 (2)2.0 (1)2.2 (1)2.4 (1)1.7 (1)15/15
IPOPsaACM loshchilov noiseless 3.8 (7)1.5 (0.7)2.0 (2)2.1 (2)2.1 (1)2.0 (0.9)1.7 (1)15/15
BIPOP-saACM-k loshchilov noiseless 9.2 (7)1.7 (1)1.5 (0.8)1.2 (0.7)1.6 (1)1.7 (1)2.0 (2)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
BIPOPsaACM loshchilov noiseless 3.3 (2)1.8 (2)0.84 (0.7)0.61 (1.0)0.71 (0.7)1.4 (1)1.7 (2)15/15
IPOPsaACM loshchilov noiseless 2.0 (2)3.0 (3)1.4 (1)0.90 (0.7)0.83 (0.6)1.1 (0.6)1.4 (1)15/15
BIPOP-saACM-k loshchilov noiseless 4.4 (1)4.5 (4)1.6 (2)1.0 (1)1.0 (0.8)1.2 (0.6)1.2 (0.7)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
BIPOPsaACM loshchilov noiseless 5.0 (4)24 (16)11 (17)12 (21)16 (22)23 (24)21 (22)15/15
IPOPsaACM loshchilov noiseless 4.7 (7)33 (34)7.9 (4)9.5 (9)10 (9)17 (13)16 (13)15/15
BIPOP-saACM-k loshchilov noiseless 4.1 (4)21 (20)4.6 (8)13 (18)16 (21)17 (19)15 (17)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
BIPOPsaACM loshchilov noiseless 3.6 (3)7.0 (8)5.3 (5)5.8 (6)5.9 (6)5.9 (6)6.0 (6)15/15
IPOPsaACM loshchilov noiseless 2.4 (3)8.1 (11)6.9 (8)12 (13)13 (15)13 (15)13 (15)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (2)6.0 (5)5.5 (6)6.2 (6)8.0 (10)8.0 (10)7.9 (9)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
BIPOPsaACM loshchilov noiseless 1.4 (1)3.9 (4)5.1 (6)3.6 (4)3.6 (4)5.0 (5)5.1 (5)15/15
IPOPsaACM loshchilov noiseless 1.1 (1)6.7 (9)5.6 (8)4.0 (5)10 (6)10 (6)11 (6)15/15
BIPOP-saACM-k loshchilov noiseless 1.2 (2)7.6 (11)5.2 (8)3.5 (5)3.4 (5)3.2 (4)3.2 (4)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
BIPOPsaACM loshchilov noiseless 5.3 (2)10 (15)5.4 (8)4.8 (6)6.3 (6)6.8 (9)6.5 (8)15/15
IPOPsaACM loshchilov noiseless 1.5 (2)10 (16)3.0 (5)2.9 (4)3.4 (4)6.3 (4)16 (3)15/15
BIPOP-saACM-k loshchilov noiseless 1.9 (3)9.1 (22)5.9 (9)5.6 (7)5.4 (6)5.5 (5)5.2 (5)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
BIPOPsaACM loshchilov noiseless 2.3 (2)7.9 (12)12 (14)11 (13)10 (11)11 (12)10 (11)15/15
IPOPsaACM loshchilov noiseless 2.1 (3)7.4 (8)9.0 (9)9.5 (10)8.6 (9)8.5 (8)8.0 (7)15/15
BIPOP-saACM-k loshchilov noiseless 1.9 (2)5.7 (11)11 (11)11 (11)11 (10)12 (12)12 (17)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
BIPOPsaACM loshchilov noiseless 1.5 (1)23 (39)10 (12)11 (8)19 (33)34 (35)34 (35)14/15
IPOPsaACM loshchilov noiseless 1.8 (2)58 (96)258 (329)365 (556)573 (664)559 (425)559 (546)2/15
BIPOP-saACM-k loshchilov noiseless 1.8 (2)10 (7)15 (12)14 (15)14 (14)14 (14)14 (14)15/15

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
BIPOPsaACM loshchilov noiseless 2.8 (3)4.0 (3)7.9 (2)10 (1)12 (0.8)15 (1)19 (1)15/15
IPOPsaACM loshchilov noiseless 2.9 (3)5.5 (3)9.3 (1)11 (1)12 (2)16 (2)19 (2)15/15
BIPOP-saACM-k loshchilov noiseless 3.1 (3)5.5 (3)10 (2)11 (2)12 (2)16 (2)20 (2)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
BIPOPsaACM loshchilov noiseless 4.4 (1)4.4 (1)4.9 (0.9)5.2 (1)5.3 (0.9)5.6 (1)6.2 (1)15/15
IPOPsaACM loshchilov noiseless 4.2 (1)4.3 (0.8)4.7 (1)4.9 (0.9)5.1 (1)5.6 (1)6.1 (1)15/15
BIPOP-saACM-k loshchilov noiseless 4.2 (1)4.3 (1)4.5 (0.8)4.8 (0.8)5.0 (0.7)5.5 (0.7)6.0 (0.8)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
BIPOPsaACM loshchilov noiseless 2.6 (1)2.1 (2)13 (17)13 (17)13 (17)13 (17)13 (17)15/15
IPOPsaACM loshchilov noiseless 5.2 (3)3.4 (4)17 (21)57 (113)76 (116)76 (117)77 (117)15/15
BIPOP-saACM-k loshchilov noiseless 3.9 (3)2.6 (2)13 (16)13 (16)13 (17)13 (17)15 (17)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
BIPOPsaACM loshchilov noiseless 6.0 (4)47 (57)3273 (2994)3201 (3764)3097 (3786)2905 (2718)2825 (4210)9/15
IPOPsaACM loshchilov noiseless 8.6 (7)240 (357)1.6e4 (2e4)1.5e4 (1e4)1.5e4 (1e4)1.4e4 (1e4)1.3e4 (1e4)3/15
BIPOP-saACM-k loshchilov noiseless 6.1 (10)100 (259)2770 (3232)3358 (3168)3445 (3884)3231 (3746)3141 (3870)9/15

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
BIPOPsaACM loshchilov noiseless 4.0 (3)5.8 (3)6.0 (3)6.0 (3)6.0 (3)6.0 (3)6.0 (3)15/15
IPOPsaACM loshchilov noiseless 3.8 (1)5.5 (3)5.8 (3)5.9 (3)5.9 (3)5.9 (3)5.9 (3)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (2)4.9 (2)5.4 (2)5.4 (2)5.4 (2)5.4 (2)5.4 (2)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
BIPOPsaACM loshchilov noiseless 2.5 (1)3.3 (2)2.9 (2)3.4 (2)3.1 (2)3.1 (1)3.2 (1)15/15
IPOPsaACM loshchilov noiseless 2.8 (2)3.3 (1)2.9 (1)3.4 (2)3.4 (2)3.2 (2)3.6 (2)15/15
BIPOP-saACM-k loshchilov noiseless 3.3 (2)4.2 (2)3.6 (2)3.6 (2)3.3 (2)3.1 (2)4.6 (1)15/15

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
BIPOPsaACM loshchilov noiseless 3.3 (2)3.9 (5)1.4 (1)1.4 (1.0)1.5 (1)1.5 (1)1.4 (0.9)15/15
IPOPsaACM loshchilov noiseless 2.7 (2)2.3 (3)0.89 (0.9)0.94 (1)1.1 (1.0)1.1 (1.0)1.1 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (2)1.9 (1)0.75 (0.6)0.95 (0.8)1.0 (0.8)1.0 (0.8)1.2 (0.8)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
BIPOPsaACM loshchilov noiseless 4.1 (1)6.3 (7)2.5 (2)2.3 (2)2.4 (2)2.7 (2)2.7 (2)15/15
IPOPsaACM loshchilov noiseless 3.3 (2)5.8 (4)2.5 (1)2.4 (1)2.4 (1)2.4 (1)2.4 (1)15/15
BIPOP-saACM-k loshchilov noiseless 2.9 (2)4.5 (2)2.0 (0.9)2.0 (0.7)2.1 (0.6)2.1 (0.6)2.2 (0.6)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
BIPOPsaACM loshchilov noiseless 3.2 (0.8)4.4 (3)3.1 (2)3.0 (2)3.0 (2)3.0 (1)3.0 (1)15/15
IPOPsaACM loshchilov noiseless 3.9 (2)3.1 (2)2.6 (2)2.6 (1)2.6 (1)2.6 (1)2.7 (1)15/15
BIPOP-saACM-k loshchilov noiseless 2.9 (2)2.6 (2)2.4 (1.0)2.4 (0.9)2.4 (0.8)2.5 (0.8)2.5 (0.7)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
BIPOPsaACM loshchilov noiseless 1.4 (0.3)1.3 (0.2)1.3 (0.2)1.3 (0.2)1.3 (0.2)1.3 (0.2)1.3 (0.2)15/15
IPOPsaACM loshchilov noiseless 1.4 (0.3)1.3 (0.4)1.3 (0.4)1.3 (0.4)1.3 (0.3)1.3 (0.3)1.3 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 1.5 (0.3)1.3 (0.3)1.3 (0.2)1.3 (0.2)1.3 (0.1)1.3 (0.2)1.3 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 2.3 (0.6)1.8 (0.3)0.91 (0.2)0.85 (0.1)0.84 (0.1)0.87 (0.1)0.90 (0.1)15/15
IPOPsaACM loshchilov noiseless 2.2 (0.8)1.8 (0.3)0.91 (0.1)0.84 (0.1)0.85 (0.1)0.90 (0.1)0.92 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (0.6)2.0 (0.4)0.97 (0.1)0.90 (0.1)0.91 (0.2)0.94 (0.2)0.97 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 2.9 (2)2.5 (2)2.0 (2)4.1 (6)4.3 (6)5.2 (9)28 (74)15/15
IPOPsaACM loshchilov noiseless 4.4 (4)3.1 (3)2.1 (3)2.2 (3)2.2 (3)1.8 (2)1.8 (2)15/15
BIPOP-saACM-k loshchilov noiseless 3.2 (2)3.6 (6)2.9 (3)3.0 (3)4.3 (3)6.1 (11)12 (19)15/15

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
BIPOPsaACM loshchilov noiseless 2.1 (0.4)1.8 (0.5)1.8 (0.5)1.7 (0.5)1.3 (0.2)1.3 (0.3)1.2 (0.2)15/15
IPOPsaACM loshchilov noiseless 2.4 (1)1.8 (0.6)1.9 (0.6)1.9 (0.7)1.4 (0.5)1.4 (0.3)1.3 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (0.9)1.6 (0.4)1.7 (0.4)1.7 (0.3)1.3 (0.4)1.3 (0.3)1.2 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 2.0 (2)2.3 (2)3.3 (0.8)3.0 (0.7)2.5 (0.5)2.5 (0.5)1.9 (0.3)15/15
IPOPsaACM loshchilov noiseless 3.7 (5)2.5 (2)3.3 (0.9)3.1 (0.7)2.4 (0.6)2.4 (0.4)1.8 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 3.2 (4)2.7 (2)3.1 (0.7)3.3 (0.9)2.7 (0.5)2.5 (0.5)1.9 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 1.2 (0.8)1.2 (1)0.97 (0.7)0.76 (0.6)0.76 (0.6)0.74 (0.6)0.73 (0.5)15/15
IPOPsaACM loshchilov noiseless 0.90 (0.5)1.2 (1)0.97 (0.8)0.79 (0.6)0.79 (0.6)0.77 (0.6)0.76 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 1.5 (0.9)1.8 (2)0.80 (0.8)0.62 (0.6)0.62 (0.6)0.61 (0.6)0.60 (0.6)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
BIPOPsaACM loshchilov noiseless 1.0 (2)2.9 (4)2.4 (2)3.1 (3)1.4 (1)0.92 (0.7)0.94 (0.7)15/15
IPOPsaACM loshchilov noiseless 2.7 (1)3.9 (6)2.8 (4)2.3 (3)1.1 (1)0.81 (0.9)0.84 (0.9)15/15
BIPOP-saACM-k loshchilov noiseless 2.3 (2)3.1 (3)2.8 (4)3.2 (3)1.4 (1)0.93 (1)1.1 (1.0)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
BIPOPsaACM loshchilov noiseless 3.0 (5)1.3 (0.6)1.9 (3)2.6 (2)1.3 (1)1.6 (1)1.4 (0.9)15/15
IPOPsaACM loshchilov noiseless 2.2 (3)1.2 (0.8)1.3 (2)1.6 (2)1.3 (0.9)1.1 (0.9)0.97 (0.5)15/15
BIPOP-saACM-k loshchilov noiseless 4.9 (5)3.0 (0.9)2.1 (2)2.5 (2)1.5 (0.9)1.6 (2)1.6 (1)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
BIPOPsaACM loshchilov noiseless 1.2 (0.8)2.2 (0.8)0.97 (0.8)0.58 (0.7)0.62 (0.6)1.1 (0.4)1.0 (0.4)15/15
IPOPsaACM loshchilov noiseless 1.4 (1)4.0 (6)1.3 (0.9)0.84 (0.7)0.91 (0.6)1.1 (0.4)1.3 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 1.3 (0.9)2.7 (3)1.2 (0.8)0.63 (0.5)0.68 (0.5)0.97 (0.4)1.4 (1)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
BIPOPsaACM loshchilov noiseless 8.4 (16)424 (684)31 (21)1.6 (3)1.8 (2)1.8 (2)1.8 (2)15/15
IPOPsaACM loshchilov noiseless 8.1 (7)268 (375)138 (142)4.5 (5)5.3 (8)5.4 (8)5.4 (8)15/15
BIPOP-saACM-k loshchilov noiseless 6.5 (6)247 (408)40 (39)2.3 (2)2.7 (3)2.7 (3)2.7 (3)15/15

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
BIPOPsaACM loshchilov noiseless 3.0 (3)2.7 (3)3.7 (4)3.7 (4)3.6 (4)3.5 (4)3.3 (4)15/15
IPOPsaACM loshchilov noiseless 2.3 (2)3.0 (4)2.4 (2)2.6 (2)2.6 (2)2.5 (2)2.3 (2)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (2)2.1 (2)3.6 (3)3.8 (3)3.7 (3)3.6 (3)3.3 (3)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
BIPOPsaACM loshchilov noiseless 2.3 (2)3.4 (4)7.2 (15)7.4 (14)7.5 (17)7.5 (17)7.4 (17)15/15
IPOPsaACM loshchilov noiseless 1.4 (1)3.0 (4)6.7 (5)23 (11)38 (12)38 (12)37 (12)15/15
BIPOP-saACM-k loshchilov noiseless 1.0 (0.9)8.6 (20)7.8 (12)7.8 (12)7.6 (12)7.5 (11)7.4 (11)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
BIPOPsaACM loshchilov noiseless 2.3 (1)4.1 (6)11 (25)12 (24)11 (23)11 (22)11 (21)15/15
IPOPsaACM loshchilov noiseless 1.4 (1)5.3 (6)17 (29)37 (40)101 (237)100 (227)98 (222)15/15
BIPOP-saACM-k loshchilov noiseless 2.4 (1)4.5 (5)15 (17)15 (16)15 (15)14 (15)14 (14)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
BIPOPsaACM loshchilov noiseless 6.8 (8)5.9 (6)5.8 (4)5.8 (3)4.9 (6)4.8 (6)5.1 (5)15/15
IPOPsaACM loshchilov noiseless 4.8 (4)7.5 (7)11 (10)8.0 (7)4.5 (4)4.5 (4)4.4 (4)15/15
BIPOP-saACM-k loshchilov noiseless 3.0 (3)7.9 (9)5.8 (6)5.2 (5)2.9 (3)3.1 (3)3.3 (3)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
BIPOPsaACM loshchilov noiseless 1.6 (1)6.8 (10)7.2 (9)5.6 (7)5.6 (8)5.7 (8)5.9 (6)11/15
IPOPsaACM loshchilov noiseless 2.3 (2)402 (506)433 (497)3e60/15
BIPOP-saACM-k loshchilov noiseless 1.6 (1)3.3 (4)9.0 (12)5.7 (5)7.2 (7)7.2 (7)8.2 (7)10/15

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
BIPOPsaACM loshchilov noiseless 2.7 (2)6.6 (2)8.9 (0.7)10 (1)12 (1)16 (1)19 (2)15/15
IPOPsaACM loshchilov noiseless 3.0 (2)7.0 (2)8.8 (0.9)10 (1)12 (2)15 (2)18 (1)15/15
BIPOP-saACM-k loshchilov noiseless 3.7 (2)7.8 (2)10 (0.9)11 (0.8)13 (1)16 (1)20 (2)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
BIPOPsaACM loshchilov noiseless 3.2 (0.7)3.5 (0.7)3.7 (0.5)3.9 (0.7)4.1 (0.7)4.6 (0.6)4.9 (0.6)15/15
IPOPsaACM loshchilov noiseless 3.6 (1)3.7 (0.8)4.1 (0.8)4.4 (0.8)4.6 (1.0)5.0 (0.9)5.3 (0.9)15/15
BIPOP-saACM-k loshchilov noiseless 3.6 (0.8)4.0 (0.7)4.1 (0.7)4.4 (0.7)4.6 (0.7)5.0 (0.7)5.4 (0.7)15/15

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
BIPOPsaACM loshchilov noiseless 1.1 (1.0)5.3 (5)264 (474)264 (473)263 (472)263 (470)264 (464)15/15
IPOPsaACM loshchilov noiseless 1.1 (1)30 (90)1790 (1936)1785 (2506)1780 (2178)1776 (2111)1772 (2206)12/15
BIPOP-saACM-k loshchilov noiseless 1.1 (0.9)12 (15)94 (38)94 (38)94 (38)94 (38)95 (38)15/15

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
BIPOPsaACM loshchilov noiseless 1.3 (0.9)6336 (5623)5e60/15
IPOPsaACM loshchilov noiseless 1.0 (0.8)4.3e4 (3e4)5e60/15
BIPOP-saACM-k loshchilov noiseless 1.7 (1)9029 (9066)5e60/15

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
BIPOPsaACM loshchilov noiseless 4.7 (2)5.8 (2)6.2 (3)6.2 (3)6.2 (3)6.2 (3)6.2 (3)15/15
IPOPsaACM loshchilov noiseless 4.3 (3)6.1 (3)6.2 (3)6.3 (2)6.3 (2)6.3 (2)6.3 (2)15/15
BIPOP-saACM-k loshchilov noiseless 4.9 (2)6.3 (2)6.4 (2)6.4 (2)6.4 (2)6.4 (2)6.4 (2)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
BIPOPsaACM loshchilov noiseless 1.9 (0.7)1.8 (0.6)2.1 (0.9)1.9 (0.6)1.8 (0.9)1.3 (0.5)1.4 (0.5)15/15
IPOPsaACM loshchilov noiseless 2.3 (1)2.1 (0.9)2.6 (1)2.4 (1)1.9 (0.8)1.5 (0.5)1.7 (0.7)15/15
BIPOP-saACM-k loshchilov noiseless 2.4 (2)2.2 (1)2.5 (1.0)2.3 (0.9)1.9 (0.6)1.4 (0.3)1.5 (0.5)15/15

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
BIPOPsaACM loshchilov noiseless 4.4 (3)1.4 (1)0.83 (0.5)0.88 (0.8)0.91 (0.7)0.91 (0.7)0.93 (0.7)15/15
IPOPsaACM loshchilov noiseless 3.7 (2)1.2 (1)0.68 (0.5)0.70 (0.9)0.77 (0.9)0.77 (0.9)0.90 (0.9)15/15
BIPOP-saACM-k loshchilov noiseless 3.6 (1)1.2 (1)0.80 (0.6)0.75 (0.5)0.72 (0.5)0.72 (0.5)0.90 (0.6)15/15

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
BIPOPsaACM loshchilov noiseless 2.2 (0.6)2.5 (2)2.5 (2)2.5 (2)2.5 (2)2.5 (1)2.5 (1)15/15
IPOPsaACM loshchilov noiseless 2.3 (1)1.9 (0.7)2.0 (0.6)2.0 (0.5)2.0 (0.5)2.0 (0.5)2.1 (0.5)15/15
BIPOP-saACM-k loshchilov noiseless 2.2 (0.8)2.2 (2)2.3 (2)2.3 (2)2.3 (1)2.3 (1)2.4 (1)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
BIPOPsaACM loshchilov noiseless 4.2 (1)4.1 (4)3.1 (2)2.8 (2)2.6 (2)2.5 (2)2.3 (1)15/15
IPOPsaACM loshchilov noiseless 5.0 (2)3.1 (1)2.5 (0.6)2.3 (0.5)2.1 (0.5)2.0 (0.5)2.0 (0.4)15/15
BIPOP-saACM-k loshchilov noiseless 4.6 (0.9)3.8 (1)3.0 (0.8)2.7 (0.6)2.5 (0.6)2.4 (0.5)2.3 (0.4)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
BIPOPsaACM loshchilov noiseless 0.76 (0.1)0.59 (0.1)0.58 (0.1)0.58 (0.1)0.60 (0.1)0.51 (0.1)0.53 (0.1)15/15
IPOPsaACM loshchilov noiseless 0.77 (0.2)0.61 (0.1)0.57 (0.1)0.58 (0.1)0.60 (0.1)0.51 (0.1)0.53 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 0.78 (0.1)0.61 (0.1)0.58 (0.1)0.59 (0.1)0.62 (0.1)0.53 (0.1)0.55 (0.1)15/15

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
BIPOPsaACM loshchilov noiseless 2.1 (0.3)1.6 (0.2)0.47 (0.1)0.39 (0.0)0.34 (0.0)0.30 (0.0)0.29 (0.0)15/15
IPOPsaACM loshchilov noiseless 2.0 (0.4)1.6 (0.3)0.46 (0.1)0.39 (0.1)0.34 (0.1)0.30 (0.1)0.29 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 2.0 (0.3)1.6 (0.2)0.46 (0.1)0.38 (0.0)0.34 (0.0)0.30 (0.0)0.29 (0.0)15/15

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
BIPOPsaACM loshchilov noiseless 2.6 (0.8)2.1 (2)2.1 (2)2.4 (3)2.5 (3)1.4 (1)1.7 (2)15/15
IPOPsaACM loshchilov noiseless 3.8 (3)2.9 (2)2.8 (2)2.8 (2)2.8 (2)1.2 (0.9)1.2 (0.9)15/15
BIPOP-saACM-k loshchilov noiseless 3.0 (0.9)1.9 (2)2.2 (3)2.3 (3)2.4 (3)1.2 (1)1.3 (1)15/15

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
BIPOPsaACM loshchilov noiseless 1.2 (0.3)1.3 (0.4)1.3 (0.3)1.3 (0.2)0.37 (0.1)0.34 (0.1)0.32 (0.1)15/15
IPOPsaACM loshchilov noiseless 1.2 (0.4)1.1 (0.3)1.2 (0.3)1.2 (0.3)0.33 (0.1)0.35 (0.1)0.33 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 1.4 (0.5)1.3 (0.4)1.3 (0.4)1.2 (0.3)0.36 (0.1)0.37 (0.1)0.34 (0.1)15/15

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
BIPOPsaACM loshchilov noiseless 1.4 (2)2.3 (0.5)2.4 (0.5)2.5 (0.6)2.2 (0.3)1.8 (0.2)1.3 (0.1)15/15
IPOPsaACM loshchilov noiseless 2.8 (2)2.4 (0.6)2.5 (0.6)2.4 (0.5)2.1 (0.3)1.8 (0.2)1.3 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 1.4 (1)2.5 (0.8)3.0 (0.8)2.6 (0.6)2.1 (0.5)1.8 (0.3)1.3 (0.1)15/15

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
BIPOPsaACM loshchilov noiseless 1.4 (1)0.59 (0.5)0.65 (0.5)0.65 (0.5)0.64 (0.5)0.62 (0.5)0.61 (0.4)15/15
IPOPsaACM loshchilov noiseless 1.6 (1)0.42 (0.4)0.72 (0.6)0.71 (0.6)0.71 (0.6)0.70 (0.6)0.69 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 1.6 (2)0.97 (0.4)0.98 (0.9)0.97 (0.8)0.96 (0.8)0.94 (0.8)0.93 (0.8)15/15

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
BIPOPsaACM loshchilov noiseless 3.2 (4)4.3 (2)1.6 (1)0.69 (0.7)0.82 (0.7)0.77 (0.7)0.79 (0.7)15/15
IPOPsaACM loshchilov noiseless 3.1 (4)2.4 (2)1.0 (1)0.49 (0.6)0.52 (0.6)0.55 (0.6)0.55 (0.5)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (2)3.9 (4)2.0 (2)0.93 (0.8)0.95 (0.8)0.93 (0.7)0.96 (0.7)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
BIPOPsaACM loshchilov noiseless 4.0 (6)1.0 (1)1.2 (2)0.80 (0.7)0.92 (0.5)1.1 (0.4)1.4 (1)15/15
IPOPsaACM loshchilov noiseless 5.1 (4)1.7 (0.4)1.1 (1)0.83 (0.6)0.85 (0.5)1.2 (0.5)1.4 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 5.1 (3)2.1 (0.9)1.7 (2)0.97 (0.6)1.00 (0.4)1.3 (0.7)1.7 (1)15/15

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
BIPOPsaACM loshchilov noiseless 2.5 (1)3.1 (4)0.82 (1.0)0.71 (0.9)0.76 (0.7)1.2 (0.7)1.4 (0.7)15/15
IPOPsaACM loshchilov noiseless 2.8 (0.8)1.5 (0.5)0.64 (0.7)0.79 (0.4)0.85 (0.7)1.0 (0.4)1.1 (0.4)15/15
BIPOP-saACM-k loshchilov noiseless 1.4 (0.8)3.2 (5)0.77 (0.5)0.66 (0.3)0.70 (0.3)0.98 (0.7)1.0 (0.7)15/15

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
BIPOPsaACM loshchilov noiseless 16 (14)1834 (1246)92 (142)0.88 (0.6)0.85 (0.6)0.85 (0.6)0.85 (0.6)15/15
IPOPsaACM loshchilov noiseless 19 (16)1931 (1477)250 (254)1.2 (1)1.4 (1)1.4 (1)1.4 (1)15/15
BIPOP-saACM-k loshchilov noiseless 20 (23)1590 (994)76 (97)1.2 (1)1.2 (1)1.2 (1)1.2 (1)15/15

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
BIPOPsaACM loshchilov noiseless 3.1 (2)3.8 (4)1.7 (1)1.3 (1)1.2 (1.0)1.2 (1.0)1.2 (1.0)15/15
IPOPsaACM loshchilov noiseless 2.4 (2)3.5 (3)1.6 (1)1.2 (1)1.2 (1)1.2 (1)1.2 (1)15/15
BIPOP-saACM-k loshchilov noiseless 3.8 (3)5.5 (7)1.6 (1)1.2 (0.9)1.2 (0.8)1.2 (0.8)1.3 (0.9)15/15

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
BIPOPsaACM loshchilov noiseless 1.9 (1)3.4 (4)4.9 (8)5.0 (8)5.0 (8)4.9 (8)4.9 (8)15/15
IPOPsaACM loshchilov noiseless 2.9 (2)1.6 (2)28 (23)28 (26)28 (26)28 (26)27 (26)15/15
BIPOP-saACM-k loshchilov noiseless 2.7 (2)1.5 (1)4.1 (7)4.0 (7)4.0 (7)4.0 (7)3.9 (7)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
BIPOPsaACM loshchilov noiseless 2.2 (4)3.2 (4)14 (27)14 (25)13 (25)13 (24)13 (23)15/15
IPOPsaACM loshchilov noiseless 3.4 (5)12 (13)85 (258)115 (274)116 (267)113 (259)110 (252)15/15
BIPOP-saACM-k loshchilov noiseless 9.1 (13)6.5 (9)23 (16)23 (16)22 (15)21 (15)21 (15)15/15

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
BIPOPsaACM loshchilov noiseless 4.2 (4)14 (8)1.1 (1)0.86 (0.8)0.91 (0.9)0.88 (0.8)0.97 (0.8)15/15
IPOPsaACM loshchilov noiseless 2.1 (2)13 (17)8.8 (2)7.5 (22)6.6 (20)6.4 (19)6.2 (18)15/15
BIPOP-saACM-k loshchilov noiseless 2.0 (2)12 (14)1.0 (0.9)0.88 (0.6)0.79 (0.5)1.0 (0.9)1.1 (1)15/15

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
BIPOPsaACM loshchilov noiseless 1.8 (1)1.0 (1)0.69 (0.8)0.82 (0.9)0.97 (0.9)0.73 (0.8)0.73 (0.6)6/15
IPOPsaACM loshchilov noiseless 1.9 (1)42 (70)11 (8)5e60/15
BIPOP-saACM-k loshchilov noiseless 2.1 (2)0.85 (1)0.86 (0.7)0.91 (0.7)0.90 (1)0.68 (0.8)0.68 (1)6/15

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
BIPOPsaACM loshchilov noiseless 4.8 (1)6.3 (0.5)7.6 (1.0)10 (0.8)11 (0.8)14 (1)17 (1)15/15
IPOPsaACM loshchilov noiseless 4.6 (1)6.1 (0.4)7.3 (0.7)9.0 (0.7)11 (1)14 (0.8)17 (0.7)15/15
BIPOP-saACM-k loshchilov noiseless 4.8 (1.0)5.8 (0.4)7.1 (0.7)8.7 (0.8)10 (1)13 (1)16 (1)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
BIPOPsaACM loshchilov noiseless 3.9 (0.9)4.4 (0.8)4.8 (0.6)5.1 (0.6)5.3 (0.6)5.8 (0.5)6.2 (0.6)15/15
IPOPsaACM loshchilov noiseless 4.1 (0.7)4.4 (0.7)4.7 (0.8)5.0 (0.8)5.3 (0.7)5.7 (0.8)6.1 (0.7)15/15
BIPOP-saACM-k loshchilov noiseless 2.9 (0.2)★33.1 (0.2)★43.3 (0.2)★43.5 (0.2)★43.7 (0.3)★44.1 (0.3)★44.5 (0.3)★415/15

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
BIPOPsaACM loshchilov noiseless 2.2 (2)231 (319)1682 (2004)1670 (2034)1667 (2179)1665 (1728)1663 (2388)12/15
IPOPsaACM loshchilov noiseless 2.3 (0.6)174 (325)7894 (5685)7835 (9867)7823 (7689)7814 (7425)7804 (1e4)4/14
BIPOP-saACM-k loshchilov noiseless 2.9 (2)429 (531)3693 (3146)3666 (3293)3660 (5339)3656 (2428)3652 (4209)8/15

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
BIPOPsaACM loshchilov noiseless 5.3 (4)1e70/5
IPOPsaACM loshchilov noiseless 5.6 (7)1e70/5
BIPOP-saACM-k loshchilov noiseless 4.2 (4)1e70/15

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
BIPOPsaACM loshchilov noiseless 5.1 (2)6.2 (2)6.5 (2)6.5 (2)6.5 (2)6.5 (2)6.5 (2)15/15
IPOPsaACM loshchilov noiseless 5.0 (1)6.2 (1)6.2 (0.9)6.3 (0.8)6.3 (0.8)6.3 (0.8)6.3 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 4.7 (0.8)6.0 (1.0)6.1 (1)6.1 (1)6.1 (1)6.1 (1)6.1 (1)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
BIPOPsaACM loshchilov noiseless 1.8 (0.5)1.8 (0.5)1.9 (0.5)1.9 (0.3)1.8 (0.3)1.8 (0.3)1.7 (0.3)15/15
IPOPsaACM loshchilov noiseless 1.7 (0.7)1.8 (0.5)1.9 (0.5)1.9 (0.4)1.8 (0.5)1.8 (0.4)1.8 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 2.0 (0.4)2.1 (0.4)2.1 (0.4)2.2 (0.5)2.0 (0.5)2.0 (0.4)2.0 (0.4)15/15

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
BIPOPsaACM loshchilov noiseless 1.5 (0.3)0.81 (0.5)0.72 (0.4)0.68 (0.3)0.69 (0.3)0.69 (0.3)0.70 (0.3)15/15
IPOPsaACM loshchilov noiseless 1.8 (0.5)1.00 (0.5)0.70 (0.4)0.68 (0.3)0.69 (0.3)0.69 (0.3)0.72 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 1.4 (0.5)0.71 (0.8)0.46 (0.3)0.52 (0.3)0.53 (0.3)0.53 (0.3)0.53 (0.3)15/15

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
BIPOPsaACM loshchilov noiseless 1.2 (0.4)1.8 (1)1.7 (1)1.7 (1)1.7 (1)1.7 (1.0)1.7 (1.0)15/15
IPOPsaACM loshchilov noiseless 1.3 (0.8)2.0 (2)1.9 (1)1.9 (1)1.8 (1)1.8 (1)1.9 (1)15/15
BIPOP-saACM-k loshchilov noiseless 1.3 (0.6)1.4 (0.2)1.3 (0.2)1.3 (0.2)1.3 (0.2)1.3 (0.2)1.4 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 1.6 (0.5)2.2 (0.5)2.0 (0.4)1.8 (0.3)1.8 (0.3)1.7 (0.3)1.7 (0.3)15/15
IPOPsaACM loshchilov noiseless 1.6 (0.4)2.0 (0.4)1.8 (0.3)1.7 (0.2)1.6 (0.2)1.6 (0.2)1.6 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (0.7)2.1 (0.3)1.9 (0.2)1.7 (0.2)1.7 (0.2)1.6 (0.2)1.6 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 0.41 (0.1)0.39 (0.1)0.37 (0.1)0.35 (0.0)0.36 (0.0)0.24 (0.0)0.25 (0.0)15/15
IPOPsaACM loshchilov noiseless 0.41 (0.1)0.40 (0.1)0.38 (0.1)0.36 (0.1)0.36 (0.1)0.25 (0.0)0.25 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 0.29 (0.0)★30.27 (0.0)★40.25 (0.0)★40.24 (0.0)★40.25 (0.0)★40.17 (0.0)★40.18 (0.0)★415/15

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
BIPOPsaACM loshchilov noiseless 2.9 (0.2)0.79 (0.1)0.33 (0.0)0.31 (0.0)0.29 (0.0)0.25 (0.0)0.23 (0.0)15/15
IPOPsaACM loshchilov noiseless 2.8 (0.3)0.76 (0.1)0.33 (0.0)0.30 (0.0)0.28 (0.0)0.25 (0.0)0.23 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 2.3 (0.3)★20.63 (0.1)★30.27 (0.0)★40.25 (0.0)★40.23 (0.0)★40.21 (0.0)★40.19 (0.0)★415/15

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
BIPOPsaACM loshchilov noiseless 1.0 (0.6)1.1 (1)1.1 (1)1.3 (1)1.4 (0.9)0.94 (0.8)0.91 (0.7)15/15
IPOPsaACM loshchilov noiseless 0.97 (0.7)1.0 (0.9)1.1 (0.9)1.3 (1.0)1.4 (0.8)0.82 (0.3)0.69 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 1.0 (0.4)0.85 (0.5)0.96 (0.6)1.1 (0.5)1.2 (0.5)0.74 (0.2)0.63 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 0.75 (0.1)1.0 (0.5)1.2 (0.5)1.0 (0.4)0.27 (0.1)0.30 (0.2)0.32 (0.1)15/15
IPOPsaACM loshchilov noiseless 0.96 (0.4)1.4 (1)1.3 (0.7)1.3 (0.6)0.32 (0.1)0.31 (0.1)0.31 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 0.80 (0.3)0.73 (0.2)0.79 (0.2)0.72 (0.1)0.18 (0.0)0.17 (0.0)★30.17 (0.0)★215/15

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
BIPOPsaACM loshchilov noiseless 2.7 (1)2.2 (0.5)2.4 (0.3)2.2 (0.2)1.6 (0.1)1.4 (0.1)0.31 (0.0)15/15
IPOPsaACM loshchilov noiseless 2.2 (2)2.3 (0.5)2.4 (0.5)2.2 (0.5)1.6 (0.2)1.5 (0.2)0.31 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 2.0 (2)2.3 (0.3)2.8 (0.6)2.6 (0.5)1.8 (0.4)1.6 (0.3)0.33 (0.1)15/15

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
BIPOPsaACM loshchilov noiseless 1.0 (1.0)1.1 (0.8)0.89 (0.5)0.88 (0.5)0.87 (0.5)0.92 (0.8)0.91 (0.8)15/15
IPOPsaACM loshchilov noiseless 0.90 (0.9)0.72 (0.5)0.76 (0.4)0.75 (0.4)0.74 (0.4)0.73 (0.4)0.73 (0.4)15/15
BIPOP-saACM-k loshchilov noiseless 1.1 (0.9)1.0 (0.3)0.81 (0.4)0.80 (0.4)0.79 (0.4)0.77 (0.4)0.78 (0.4)15/15

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
BIPOPsaACM loshchilov noiseless 2.4 (2)0.67 (0.7)0.82 (0.5)0.58 (0.6)0.69 (0.6)0.63 (0.5)0.61 (0.5)15/15
IPOPsaACM loshchilov noiseless 2.5 (1)0.67 (0.7)0.72 (0.6)0.39 (0.2)0.44 (0.2)0.36 (0.1)0.34 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (2)0.81 (0.7)0.74 (0.6)0.50 (0.4)0.58 (0.5)0.51 (0.4)0.56 (0.4)15/15

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
BIPOPsaACM loshchilov noiseless 2.0 (2)2.6 (1)1.5 (2)1.2 (0.7)1.1 (0.5)1.1 (0.6)2.1 (2)15/15
IPOPsaACM loshchilov noiseless 2.4 (2)1.1 (0.3)1.1 (1)1.0 (0.9)1.2 (0.7)1.2 (0.5)1.4 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 2.8 (2)1.2 (0.4)0.58 (0.2)1.2 (0.6)1.2 (0.7)1.7 (0.9)2.8 (2)15/15

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
BIPOPsaACM loshchilov noiseless 1.5 (0.6)2.2 (4)0.81 (0.6)0.61 (0.3)0.63 (0.4)0.91 (0.6)0.91 (0.6)15/15
IPOPsaACM loshchilov noiseless 1.3 (0.6)1.2 (0.5)1.6 (1)0.92 (0.6)0.75 (0.5)1.0 (0.4)1.3 (0.6)15/15
BIPOP-saACM-k loshchilov noiseless 1.2 (0.4)2.9 (4)0.97 (0.8)0.84 (0.3)0.74 (0.5)1.0 (0.6)1.6 (0.5)15/15

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
BIPOPsaACM loshchilov noiseless 44 (37)1.1e4 (8202)5.9 (5)0.68 (0.7)0.78 (0.5)0.78 (0.5)0.78 (0.5)15/15
IPOPsaACM loshchilov noiseless 60 (42)1.8e4 (8701)9.3 (8)0.55 (0.3)0.49 (0.3)0.49 (0.3)0.49 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 53 (30)8766 (4838)8.2 (7)0.59 (0.4)0.61 (0.3)0.61 (0.3)0.61 (0.3)15/15

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
BIPOPsaACM loshchilov noiseless 4.4 (0.6)1.4 (1)1.1 (0.5)1.1 (0.5)1.1 (0.5)1.0 (0.5)1.0 (0.5)15/15
IPOPsaACM loshchilov noiseless 4.3 (0.7)0.86 (0.4)0.74 (0.4)0.76 (0.5)0.75 (0.5)0.75 (0.4)0.74 (0.4)15/15
BIPOP-saACM-k loshchilov noiseless 4.2 (0.3)1.0 (0.9)1.1 (0.6)1.1 (0.6)1.1 (0.6)1.1 (0.6)1.1 (0.6)15/15

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
BIPOPsaACM loshchilov noiseless 2.5 (4)2.3 (2)1.5 (2)1.5 (2)1.5 (2)1.4 (2)0.61 (0.7)15/15
IPOPsaACM loshchilov noiseless 2.5 (4)15 (23)48 (109)47 (107)46 (104)42 (95)19 (43)15/15
BIPOP-saACM-k loshchilov noiseless 2.6 (4)2.9 (3)1.9 (2)1.9 (2)1.8 (2)1.7 (1)0.75 (0.6)15/15

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
BIPOPsaACM loshchilov noiseless 13 (13)3.7 (6)32 (18)31 (17)30 (17)25 (14)20 (11)15/15
IPOPsaACM loshchilov noiseless 119 (46)175 (219)1652 (1740)1585 (1811)1544 (1471)1265 (1405)1014 (1905)9/15
BIPOP-saACM-k loshchilov noiseless 8.2 (16)6.7 (8)44 (34)42 (32)41 (31)34 (26)27 (21)15/15

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
BIPOPsaACM loshchilov noiseless 4.6 (4)19 (15)1.8 (1)0.45 (0.3)0.55 (0.3)0.65 (0.4)0.92 (0.3)15/15
IPOPsaACM loshchilov noiseless 2.3 (3)199 (326)429 (506)126 (193)114 (125)111 (121)108 (136)5/15
BIPOP-saACM-k loshchilov noiseless 2.7 (3)16 (14)1.6 (1)0.31 (0.3)0.35 (0.3)0.45 (0.4)0.63 (0.4)15/15

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
BIPOPsaACM loshchilov noiseless 1.3 (2)1.6 (2)0.61 (0.6)2.0 (3)2.0 (3)2.0 (2)2.0 (3)1/15
IPOPsaACM loshchilov noiseless 72 (95)17 (19)1e70/15
BIPOP-saACM-k loshchilov noiseless 0.64 (0.9)1.6 (2)0.28 (0.3)0.47 (0.4)0.62 (0.7)0.62 (0.6)0.62 (0.5)3/15

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
BIPOPsaACM loshchilov noiseless 4.0 (0.2)5.1 (0.4)6.6 (0.7)7.9 (0.6)10 (0.7)13 (0.8)16 (1)15/15
IPOPsaACM loshchilov noiseless 3.9 (0.2)5.0 (0.4)6.5 (0.5)7.8 (0.5)9.5 (0.7)13 (0.7)16 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 3.7 (0.1)4.9 (0.8)6.2 (0.5)7.6 (0.6)8.9 (0.5)12 (0.7)★215 (1)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
BIPOPsaACM loshchilov noiseless 6.8 (1)8.0 (1)8.9 (1)9.2 (1)10 (1)10 (1)10 (1)15/15
IPOPsaACM loshchilov noiseless 7.3 (1)8.3 (2)8.9 (2)9.2 (2)9.5 (2)10 (1)10 (1)15/15
BIPOP-saACM-k loshchilov noiseless 4.3 (0.9)★44.6 (0.8)★44.9 (0.8)★45.1 (0.8)★45.4 (0.7)★45.7 (0.7)★46.1 (0.6)★415/15

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
BIPOPsaACM loshchilov noiseless 10 (7)2e70/5
IPOPsaACM loshchilov noiseless 11 (15)2e70/5
BIPOP-saACM-k loshchilov noiseless 20 (23)2e70/15

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
BIPOPsaACM loshchilov noiseless 2e70/5
IPOPsaACM loshchilov noiseless 1.9e4 (3e4)2e70/5
BIPOP-saACM-k loshchilov noiseless 1.9e4 (3e4)2e70/15

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
BIPOPsaACM loshchilov noiseless 4.6 (0.6)5.3 (0.7)5.4 (0.7)5.4 (0.7)5.4 (0.7)5.4 (0.7)5.4 (0.7)15/15
IPOPsaACM loshchilov noiseless 4.5 (0.7)5.0 (0.7)5.2 (0.7)5.2 (0.7)5.2 (0.7)5.2 (0.7)5.2 (0.7)15/15
BIPOP-saACM-k loshchilov noiseless 4.5 (0.9)5.2 (0.6)5.3 (0.8)5.3 (0.6)5.3 (0.6)5.3 (0.6)5.3 (0.6)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
BIPOPsaACM loshchilov noiseless 1.4 (0.3)1.2 (0.2)1.1 (0.2)1.1 (0.1)1.1 (0.2)1.3 (0.3)1.4 (0.3)15/15
IPOPsaACM loshchilov noiseless 1.5 (0.4)1.2 (0.3)1.1 (0.2)1.1 (0.2)1.1 (0.2)1.2 (0.2)1.3 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 1.6 (0.5)1.3 (0.4)1.2 (0.3)1.3 (0.3)1.4 (0.3)1.5 (0.3)1.7 (0.4)15/15

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
BIPOPsaACM loshchilov noiseless 1.0 (0.9)1.6 (0.6)0.84 (0.3)0.61 (0.1)0.61 (0.1)0.61 (0.1)0.60 (0.1)15/15
IPOPsaACM loshchilov noiseless 1.0 (1)1.6 (0.6)0.92 (0.6)0.66 (0.3)0.66 (0.3)0.66 (0.3)0.65 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 0.52 (0.2)1.2 (0.9)0.65 (0.3)0.55 (0.2)0.56 (0.2)0.56 (0.2)0.55 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 1.3 (0.2)1.5 (0.9)1.5 (0.9)1.6 (0.8)1.6 (0.8)1.6 (0.8)1.6 (0.8)15/15
IPOPsaACM loshchilov noiseless 1.4 (0.2)1.3 (0.1)1.4 (0.1)1.4 (0.1)1.4 (0.1)1.4 (0.1)1.4 (0.1)15/15
BIPOP-saACM-k loshchilov noiseless 1.0 (0.1)0.97 (0.1)★31.0 (0.1)★31.1 (0.1)★31.1 (0.1)★31.1 (0.1)★41.1 (0.1)★415/15

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
BIPOPsaACM loshchilov noiseless 1.5 (0.3)1.7 (0.2)1.7 (0.2)1.8 (0.2)1.8 (0.2)1.8 (0.2)1.7 (0.2)15/15
IPOPsaACM loshchilov noiseless 1.6 (0.4)1.8 (1)1.9 (1)1.9 (1)1.9 (1)1.9 (1.0)1.9 (1.0)15/15
BIPOP-saACM-k loshchilov noiseless 1.3 (0.2)1.3 (0.2)★21.4 (0.2)★21.4 (0.2)★21.4 (0.2)★21.4 (0.2)★21.4 (0.2)★215/15

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
BIPOPsaACM loshchilov noiseless 0.36 (0.1)0.35 (0.0)0.31 (0.0)0.26 (0.0)0.24 (0.0)0.23 (0.0)0.23 (0.0)15/15
IPOPsaACM loshchilov noiseless 0.35 (0.1)0.36 (0.1)0.31 (0.0)0.26 (0.0)0.24 (0.0)0.22 (0.0)0.23 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 0.21 (0.0)★40.20 (0.0)★40.17 (0.0)★40.14 (0.0)★40.13 (0.0)★40.13 (0.0)★40.13 (0.0)★415/15

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
BIPOPsaACM loshchilov noiseless 2.5 (0.4)1.2 (0.2)0.44 (0.1)0.34 (0.1)0.30 (0.0)0.26 (0.0)0.23 (0.0)15/15
IPOPsaACM loshchilov noiseless 2.5 (0.5)1.2 (0.2)0.45 (0.1)0.34 (0.1)0.31 (0.1)0.26 (0.1)0.23 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 1.6 (0.4)★20.77 (0.2)★20.29 (0.1)★20.22 (0.1)★20.20 (0.0)★20.17 (0.0)★20.15 (0.0)★215/15

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
BIPOPsaACM loshchilov noiseless 0.99 (0.9)1.1 (1)1.2 (0.9)1.3 (1)1.2 (0.9)0.55 (0.3)0.59 (0.3)15/15
IPOPsaACM loshchilov noiseless 0.67 (0.1)0.88 (0.7)1.1 (0.7)1.2 (0.7)1.2 (0.5)0.56 (0.2)0.60 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 0.83 (0.1)0.93 (0.9)1.2 (0.9)1.2 (0.8)1.1 (0.6)0.51 (0.2)0.53 (0.2)15/15

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
BIPOPsaACM loshchilov noiseless 1.1 (0.9)0.89 (0.7)1.4 (1.0)1.4 (1)0.38 (0.1)0.42 (0.2)0.40 (0.1)15/15
IPOPsaACM loshchilov noiseless 1.7 (2)1.7 (0.8)1.5 (0.7)1.5 (0.9)0.34 (0.2)0.37 (0.1)0.41 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 1.1 (0.7)0.74 (0.5)0.85 (0.4)0.84 (0.6)0.17 (0.1)0.21 (0.1)0.22 (0.1)15/15

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
BIPOPsaACM loshchilov noiseless 3.2 (1)1.8 (0.6)1.9 (0.4)2.0 (0.4)1.5 (0.2)1.4 (0.2)0.23 (0.0)15/15
IPOPsaACM loshchilov noiseless 3.0 (0.6)1.8 (0.3)1.9 (0.4)2.0 (0.2)1.4 (0.2)1.4 (0.1)0.23 (0.0)15/15
BIPOP-saACM-k loshchilov noiseless 3.1 (0.7)1.8 (0.3)2.1 (0.5)2.1 (0.3)1.4 (0.2)1.3 (0.1)0.19 (0.0)★315/15

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
BIPOPsaACM loshchilov noiseless 0.65 (0.6)1.3 (0.6)0.91 (0.7)0.90 (0.6)0.89 (0.6)0.66 (0.5)0.65 (0.5)15/15
IPOPsaACM loshchilov noiseless 0.60 (0.5)0.92 (0.7)0.53 (0.4)0.53 (0.4)0.52 (0.4)0.37 (0.3)0.37 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 0.62 (0.4)1.8 (0.4)0.96 (0.5)0.96 (0.5)0.97 (0.5)0.71 (0.3)0.73 (0.3)15/15

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
BIPOPsaACM loshchilov noiseless 1.9 (0.6)0.74 (0.4)0.51 (0.3)0.64 (0.3)0.60 (0.5)0.84 (0.5)0.83 (0.5)15/15
IPOPsaACM loshchilov noiseless 1.8 (0.8)0.55 (0.4)0.77 (0.8)0.63 (0.5)0.52 (0.4)0.55 (0.4)0.50 (0.3)15/15
BIPOP-saACM-k loshchilov noiseless 1.3 (0.3)0.58 (0.3)0.46 (0.2)0.44 (0.3)0.41 (0.2)0.61 (0.5)1.0 (0.6)15/15

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
BIPOPsaACM loshchilov noiseless 3.2 (2)1.2 (0.4)2.7 (3)1.6 (0.9)1.2 (0.7)1.2 (0.5)1.4 (0.8)15/15
IPOPsaACM loshchilov noiseless 2.5 (2)0.91 (0.3)0.98 (1)1.7 (1)1.2 (0.5)1.2 (0.4)1.1 (0.5)15/15
BIPOP-saACM-k loshchilov noiseless 2.8 (1)3.3 (4)3.8 (3)2.2 (0.8)1.5 (0.6)1.7 (0.5)1.6 (0.5)15/15

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
BIPOPsaACM loshchilov noiseless 1.0 (0.3)1.5 (1)0.92 (0.4)1.3 (0.4)0.96 (0.4)1.6 (0.6)1.6 (0.5)15/15
IPOPsaACM loshchilov noiseless 0.96 (0.5)1.4 (2)0.91 (0.6)1.3 (0.8)0.78 (0.5)0.88 (0.4)1.3 (0.8)15/15
BIPOP-saACM-k loshchilov noiseless 1.1 (0.5)3.2 (3)1.9 (0.6)2.3 (0.6)1.4 (0.8)1.4 (0.7)1.6 (0.8)15/15

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
BIPOPsaACM loshchilov noiseless 143 (52)2.5e4 (1e4)0.42 (0.3)0.76 (0.2)0.72 (0.4)0.73 (0.4)0.73 (0.4)15/15
IPOPsaACM loshchilov noiseless 154 (50)3.0e4 (2e4)0.61 (0.6)0.40 (0.2)0.33 (0.1)0.32 (0.2)0.32 (0.2)14/15
BIPOP-saACM-k loshchilov noiseless 148 (44)3.3e4 (3e4)0.72 (0.8)0.82 (0.5)0.76 (0.2)0.77 (0.3)0.77 (0.3)15/15

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
BIPOPsaACM loshchilov noiseless 2.9 (0.5)2.1 (1)0.97 (0.7)0.87 (0.4)0.87 (0.4)0.86 (0.4)0.85 (0.4)15/15
IPOPsaACM loshchilov noiseless 2.8 (0.5)1.7 (0.8)0.49 (0.2)0.46 (0.2)0.45 (0.2)0.45 (0.2)0.45 (0.2)15/15
BIPOP-saACM-k loshchilov noiseless 2.8 (0.5)2.4 (2)1.1 (0.6)0.93 (0.3)0.93 (0.3)0.93 (0.3)0.94 (0.3)15/15

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
BIPOPsaACM loshchilov noiseless 2.6 (4)1.5 (1)6.0 (11)5.9 (11)5.8 (11)5.5 (10)4.8 (9)15/15
IPOPsaACM loshchilov noiseless 2.6 (4)53 (94)157 (308)155 (303)151 (297)142 (279)126 (247)15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (2)3.7 (5)20 (6)20 (6)19 (6)19 (6)17 (5)15/15

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
BIPOPsaACM loshchilov noiseless 7.7 (9)100 (96)178 (320)179 (311)173 (301)168 (274)35 (54)15/15
IPOPsaACM loshchilov noiseless 175 (98)978 (1793)2e70/15
BIPOP-saACM-k loshchilov noiseless 7.6 (10)221 (549)311 (456)303 (444)293 (401)273 (388)54 (98)13/15

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
BIPOPsaACM loshchilov noiseless 3.2 (6)21 (13)0.61 (0.3)1.1 (0.6)1.4 (1)1.3 (1)1.3 (1)15/15
IPOPsaACM loshchilov noiseless 4.6 (6)2.9e4 (2e4)906 (990)2e70/15
BIPOP-saACM-k loshchilov noiseless 3.4 (4)29 (36)0.74 (0.8)0.83 (1)2.7 (5)1.8 (3)1.9 (3)15/15

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
BIPOPsaACM loshchilov noiseless 0.99 (1)0.88 (0.7)0.80 (1)0.80 (0.6)0.80 (0.9)0.80 (0.7)0.79 (0.9)6/15
IPOPsaACM loshchilov noiseless 28 (26)38 (47)2e70/15
BIPOP-saACM-k loshchilov noiseless 1.3 (1)0.93 (1)1.2 (1)1.2 (1)1.2 (1)1.2 (2)1.2 (2)4/15

Previous dimension | Dimension = 40 | First dimension

Δ fopt
f1, 40-D
1e1
83
1e0
83
1e-1
83
1e-2
83
1e-3
83
1e-5
83
1e-7
83
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 3.1 (0.4)4.5 (0.4)5.4 (0.3)6.5 (0.4)7.8 (0.6)10 (0.6)12 (0.8)15/15

Δ fopt
f2, 40-D
1e1
796
1e0
797
1e-1
799
1e-2
799
1e-3
800
1e-5
802
1e-7
804
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 7.4 (0.9)8.5 (1)9.2 (1)10 (1)10 (1)11 (1)11 (1)15/15

Δ fopt
f3, 40-D
1e1
15526
1e0
15602
1e-1
15612
1e-2
15641
1e-3
15646
1e-5
15651
1e-7
15656
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 1748 (1870)4e70/15

Δ fopt
f4, 40-D
1e1
15536
1e0
15601
1e-1
15659
1e-2
15678
1e-3
15703
1e-5
15733
1e-7
2.8e5
#succ
6/15
BIPOP-saACM-k loshchilov noiseless 4e70/15

Δ fopt
f5, 40-D
1e1
98
1e0
116
1e-1
120
1e-2
121
1e-3
121
1e-5
121
1e-7
121
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 3.1 (0.3)3.0 (0.3)2.9 (0.2)2.9 (0.2)2.9 (0.2)2.9 (0.2)2.9 (0.2)15/15

Δ fopt
f6, 40-D
1e1
3507
1e0
5523
1e-1
7168
1e-2
9470
1e-3
11538
1e-5
15007
1e-7
19222
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 1.4 (0.2)1.3 (0.2)1.4 (0.2)1.4 (0.1)1.5 (0.1)1.7 (0.3)1.8 (0.4)15/15

Δ fopt
f7, 40-D
1e1
10698
1e0
17839
1e-1
41037
1e-2
66294
1e-3
66294
1e-5
66294
1e-7
68145
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 1.2 (0.5)1.6 (0.9)0.93 (0.4)0.65 (0.3)0.65 (0.3)0.65 (0.3)0.64 (0.3)15/15

Δ fopt
f8, 40-D
1e1
7080
1e0
10655
1e-1
11012
1e-2
11265
1e-3
11430
1e-5
11701
1e-7
11969
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 1.6 (0.2)1.5 (0.1)1.5 (0.1)1.5 (0.1)1.5 (0.1)1.5 (0.1)1.5 (0.1)15/15

Δ fopt
f9, 40-D
1e1
6122
1e0
12982
1e-1
13300
1e-2
13496
1e-3
13651
1e-5
13909
1e-7
14142
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 1.8 (0.2)1.3 (0.7)1.3 (0.7)1.3 (0.7)1.3 (0.7)1.3 (0.7)1.3 (0.7)15/15

Δ fopt
f10, 40-D
1e1
25536
1e0
29762
1e-1
35676
1e-2
51579
1e-3
56007
1e-5
65128
1e-7
70824
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.25 (0.0)0.23 (0.0)0.21 (0.0)0.15 (0.0)0.15 (0.0)0.13 (0.0)0.13 (1e-2)15/15

Δ fopt
f11, 40-D
1e1
2368
1e0
4855
1e-1
11681
1e-2
25315
1e-3
29749
1e-5
38949
1e-7
48211
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 2.8 (1)1.4 (0.7)0.61 (0.3)0.29 (0.1)0.25 (0.1)0.20 (0.1)0.17 (0.1)15/15

Δ fopt
f12, 40-D
1e1
4169
1e0
7452
1e-1
9174
1e-2
10751
1e-3
13146
1e-5
22758
1e-7
25192
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.34 (0.0)0.54 (0.4)0.72 (0.3)0.74 (0.3)0.73 (0.2)0.55 (0.1)0.57 (0.1)15/15

Δ fopt
f13, 40-D
1e1
2029
1e0
6916
1e-1
8734
1e-2
11861
1e-3
71936
1e-5
98467
1e-7
1.2e5
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.77 (0.8)0.55 (0.3)0.94 (1.0)2.0 (2)0.59 (0.4)0.72 (0.6)0.68 (0.6)15/15

Δ fopt
f14, 40-D
1e1
304
1e0
616
1e-1
777
1e-2
1105
1e-3
2207
1e-5
4825
1e-7
57711
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 2.1 (0.6)1.5 (0.3)1.5 (0.2)1.9 (0.2)1.4 (0.1)1.2 (0.1)0.15 (9e-3)15/15

Δ fopt
f15, 40-D
1e1
1.9e5
1e0
7.9e5
1e-1
1.0e6
1e-2
1.1e6
1e-3
1.1e6
1e-5
1.1e6
1e-7
1.1e6
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.81 (0.5)0.94 (0.5)1.1 (0.4)1.1 (0.4)1.1 (0.4)1.1 (0.4)1.1 (0.4)15/15

Δ fopt
f16, 40-D
1e1
5244
1e0
72122
1e-1
3.2e5
1e-2
7.1e5
1e-3
1.4e6
1e-5
2.0e6
1e-7
2.0e6
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.94 (0.4)0.61 (0.2)0.57 (0.4)0.68 (0.6)0.42 (0.4)0.53 (0.4)0.58 (0.4)15/15

Δ fopt
f17, 40-D
1e1
399
1e0
4220
1e-1
14158
1e-2
34948
1e-3
51958
1e-5
1.3e5
1e-7
2.7e5
#succ
14/15
BIPOP-saACM-k loshchilov noiseless 0.99 (0.4)2.4 (0.4)8.4 (4)3.6 (2)2.8 (1)1.6 (0.8)1.1 (0.3)15/15

Δ fopt
f18, 40-D
1e1
1442
1e0
16998
1e-1
47068
1e-2
1.3e5
1e-3
1.9e5
1e-5
6.7e5
1e-7
9.5e5
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 0.84 (0.2)3.3 (5)3.1 (1)1.6 (1)1.4 (0.6)0.90 (0.8)0.83 (0.9)14/15

Δ fopt
f19, 40-D
1e1
1
1e0
1
1e-1
1.4e6
1e-2
1.7e7
1e-3
2.6e7
1e-5
4.5e7
1e-7
4.5e7
#succ
8/15
BIPOP-saACM-k loshchilov noiseless 322 (106)6.7e4 (5e4)0.75 (0.9)1.1 (0.3)1.2 (0.9)1.5 (1)1.5 (2)7/15

Δ fopt
f20, 40-D
1e1
222
1e0
1.3e5
1e-1
1.6e8
1e-2
1e-3
1e-5
1e-7
#succ
0/15
BIPOP-saACM-k loshchilov noiseless 2.3 (0.4)9.1 (4)0.81 (0.7)    0/15

Δ fopt
f21, 40-D
1e1
1044
1e0
21144
1e-1
1.0e5
1e-2
1.0e5
1e-3
1.0e5
1e-5
1.0e5
1e-7
1.0e5
#succ
26/30
BIPOP-saACM-k loshchilov noiseless 1.7 (2)40 (18)30 (53)30 (53)30 (53)30 (53)30 (53)15/15

Δ fopt
f22, 40-D
1e1
3090
1e0
35442
1e-1
6.5e5
1e-2
6.5e5
1e-3
6.5e5
1e-5
6.5e5
1e-7
6.5e5
#succ
8/30
BIPOP-saACM-k loshchilov noiseless 7.2 (4)430 (857)250 (203)249 (293)249 (310)248 (324)248 (291)3/15

Δ fopt
f23, 40-D
1e1
7.0
1e0
11925
1e-1
75453
1e-2
6.6e5
1e-3
1.3e6
1e-5
3.2e6
1e-7
3.4e6
#succ
15/15
BIPOP-saACM-k loshchilov noiseless 4.7 (4)8.9 (9)1.5 (1)1.3 (1)1.5 (1)1.1 (0.8)1.1 (0.8)15/15

Δ fopt
f24, 40-D
1e1
5.8e6
1e0
9.8e7
1e-1
3.0e8
1e-2
3.0e8
1e-3
3.0e8
1e-5
3.0e8
1e-7
3.0e8
#succ
1/15
BIPOP-saACM-k loshchilov noiseless 2.4 (3)0.44 (0.4)4e70/15

Expected runtime (ERT in number of f-evaluations) divided by the respective best ERT measured during BBOB-2009 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 ∆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.