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

Last dimension | Dimension = 2 | Next dimension

Δ 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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (1)0.99 (0)1 (0)1 (0)1 (0)1 (0)1 (0)15/15
SHADE-LM Okulewicz 1.6 (1)0.97 (0)1 (0)1 (0)1 (0)1 (0)1 (0)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
SHADE-LM-POP4-to-10 Okulewicz 2.9 (1)★34.4 (3)★35.0 (3)★25.4 (3)★35.6 (1)★36.4 (3)★47.6 (1)★415/15
SHADE-LM Okulewicz 8.2 (2)11 (4)11 (2)12 (2)13 (1)16 (2)19 (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
SHADE-LM-POP4-to-10 Okulewicz 1.7 (1)0.91 (0.8)1.0 (0.5)1.2 (0.6)1.2 (0.7)1.3 (0.6)★21.3 (0.6)★315/15
SHADE-LM Okulewicz 3.0 (2)1.2 (0.6)1.6 (2)2.0 (2)2.2 (2)2.4 (0.4)2.6 (1)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
SHADE-LM-POP4-to-10 Okulewicz 2.1 (2)1.0 (0.5)1.9 (2)1.9 (2)1.9 (2)2.0 (2)2.0 (1)15/15
SHADE-LM Okulewicz 3.8 (3)1.5 (0.7)1.7 (0.5)1.9 (0.6)2.0 (0.6)2.3 (0.5)2.4 (0.4)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
SHADE-LM-POP4-to-10 Okulewicz 0.93 (0.2)1 (0)1 (0)1 (0)1 (0)1 (0)1 (0)15/15
SHADE-LM Okulewicz 0.93 (0.2)1 (0)1 (0)1 (0)1 (0)1 (0)1 (0)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
SHADE-LM-POP4-to-10 Okulewicz 4.0 (10)5.2 (6)6.4 (5)5.5 (7)5.3 (6)4.7 (3)4.4 (4)15/15
SHADE-LM Okulewicz 2.3 (2)3.3 (3)4.4 (2)5.5 (2)6.0 (1)6.0 (1)6.5 (1)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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (0.9)1.2 (1)1.5 (2)0.83 (0.5)0.84 (0.4)0.84 (0.6)0.91 (0.6)15/15
SHADE-LM Okulewicz 2.0 (1)1.5 (2)1.6 (1.0)0.81 (0.2)0.96 (0.5)0.96 (0.4)1.3 (0.3)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
SHADE-LM-POP4-to-10 Okulewicz 4.7 (4)7.2 (7)7.3 (5)8.2 (9)6.0 (5)6.1 (5)5.3 (4)15/15
SHADE-LM Okulewicz 3.8 (2)8.6 (10)6.8 (8)10 (8)6.8 (3)7.9 (4)7.5 (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
SHADE-LM-POP4-to-10 Okulewicz 19 (14)5.4 (11)5.9 (10)6.6 (4)5.1 (5)5.2 (4)4.9 (3)15/15
SHADE-LM Okulewicz 22 (22)3.9 (2)7.0 (5)10 (3)8.2 (2)8.6 (2)8.5 (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
SHADE-LM-POP4-to-10 Okulewicz 4.1 (7)8.9 (13)8.2 (10)7.9 (12)7.5 (11)6.9 (7)6.0 (6)15/15
SHADE-LM Okulewicz 5.1 (3)4.7 (2)4.8 (1.0)5.2 (0.9)5.5 (0.9)5.8 (0.7)5.9 (0.6)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
SHADE-LM-POP4-to-10 Okulewicz 3.1 (4)6.0 (6)6.6 (6)5.7 (3)5.4 (5)5.0 (6)5.1 (6)15/15
SHADE-LM Okulewicz 4.3 (2)5.1 (2)5.8 (0.8)5.3 (0.8)5.6 (0.5)5.8 (0.9)6.1 (0.5)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
SHADE-LM-POP4-to-10 Okulewicz 2.4 (3)4.7 (6)9.3 (11)11 (13)11 (13)10 (14)9.0 (15)15/15
SHADE-LM Okulewicz 5.2 (4)7.2 (4)6.6 (4)11 (17)11 (16)11 (15)10 (12)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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (2)2.5 (0.7)★22.9 (1)★32.9 (1)★43.2 (1.0)★43.8 (1)★23.8 (2)★215/15
SHADE-LM Okulewicz 2.8 (1)5.0 (2)5.7 (1)6.2 (1)6.6 (0.9)6.8 (0.8)7.3 (0.7)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
SHADE-LM-POP4-to-10 Okulewicz 2.3 (2)2.7 (4)2.9 (2)3.6 (2)★33.2 (1)★34.5 (4)5.0 (4)15/15
SHADE-LM Okulewicz 2.5 (2)3.2 (3)4.9 (3)7.6 (1)6.8 (1)6.8 (0.9)7.0 (0.9)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
SHADE-LM-POP4-to-10 Okulewicz 0.83 (0.4)1.4 (0.6)0.66 (0.5)0.72 (0.5)0.72 (0.4)0.68 (0.7)0.63 (0.6)15/15
SHADE-LM Okulewicz 1.2 (1.0)1.0 (0.8)0.52 (0.3)0.70 (0.3)0.82 (0.2)0.84 (0.3)0.81 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 3.4 (2)3.1 (2)2.6 (4)2.4 (3)3.1 (2)3.1 (4)2.8 (3)15/15
SHADE-LM Okulewicz 2.7 (3)4.6 (2)3.5 (2)3.2 (2)3.6 (2)4.0 (2)3.4 (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
SHADE-LM-POP4-to-10 Okulewicz 2.0 (3)1.0 (1)1.4 (2)★21.1 (1)★21.1 (1)★21.1 (1)0.80 (0.8)15/15
SHADE-LM Okulewicz 1.6 (1)1.3 (0.9)2.0 (0.5)1.7 (0.4)1.8 (0.5)1.1 (0.2)0.88 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 3.4 (8)6.7 (2)1.7 (4)1.0 (2)0.86 (2)1.00 (0.5)0.93 (1)15/15
SHADE-LM Okulewicz 2.0 (2)1.6 (0.6)0.65 (0.2)0.53 (0.1)0.55 (0.1)0.58 (0.1)0.62 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 6.6 (8)26 (17)4.3 (4)7.2 (15)7.5 (15)7.6 (13)7.3 (12)15/15
SHADE-LM Okulewicz 5.5 (4)31 (37)5.1 (5)7.7 (3)9.0 (4)11 (16)12 (5)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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (1)4.6 (6)2.5 (3)2.7 (3)2.8 (2)2.9 (2)2.9 (2)15/15
SHADE-LM Okulewicz 2.6 (2)2.8 (3)2.4 (2)2.9 (2)3.2 (3)3.5 (3)3.5 (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
SHADE-LM-POP4-to-10 Okulewicz 1.7 (1)2.0 (3)1.3 (1)1.0 (1)1.1 (1)1.1 (1)1.1 (0.7)15/15
SHADE-LM Okulewicz 1.2 (1)2.2 (4)1.6 (3)1.2 (2)1.4 (2)1.9 (2)2.1 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.8 (1)4.6 (8)2.0 (3)1.9 (1)1.7 (1)1.7 (1)1.7 (2)15/15
SHADE-LM Okulewicz 1.7 (3)2.6 (3)2.0 (3)1.7 (2)1.7 (2)1.9 (0.6)2.2 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (2)2.9 (2)10 (11)17 (27)15 (23)14 (15)13 (19)15/15
SHADE-LM Okulewicz 3.1 (1)2.9 (3)13 (10)18 (16)16 (15)15 (13)15 (12)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
SHADE-LM-POP4-to-10 Okulewicz 1.4 (0.8)8.3 (11)1.9 (3)0.87 (1.0)0.86 (1)0.84 (1)0.84 (1)15/15
SHADE-LM Okulewicz 1.7 (2)3.5 (3)0.76 (0.9)0.40 (0.3)0.39 (0.5)0.39 (0.6)0.39 (0.5)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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (0.6)0.97 (0.1)1 (0)1 (0)1 (0)1 (0)1 (0)15/15
SHADE-LM Okulewicz 1.5 (0.6)1 (0)1 (0)1 (0)1 (0)1 (0)1 (0)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
SHADE-LM-POP4-to-10 Okulewicz 3.3 (0.8)★44.8 (2)★35.3 (2)★35.9 (2)★46.5 (1)★47.7 (2)★48.9 (2)★415/15
SHADE-LM Okulewicz 9.5 (3)11 (2)12 (1)13 (1)16 (2)19 (1)23 (2)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
SHADE-LM-POP4-to-10 Okulewicz 2.4 (1)0.95 (0.6)★21.7 (0.9)1.8 (1)1.8 (1)1.9 (1)2.0 (0.9)★215/15
SHADE-LM Okulewicz 4.4 (2)1.8 (0.6)2.5 (0.6)2.8 (1)2.9 (1)3.2 (0.4)3.4 (1)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
SHADE-LM-POP4-to-10 Okulewicz 7.8 (11)2.3 (2)3.7 (3)3.6 (3)3.6 (2)3.5 (2)3.6 (3)15/15
SHADE-LM Okulewicz 8.7 (4)2.4 (1)3.1 (2)3.4 (0.7)3.4 (1)3.6 (1)3.8 (1)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 0.68 (0.1)0.71 (0)0.71 (0)0.71 (0)0.71 (0)0.71 (0)0.71 (0)15/15
SHADE-LM Okulewicz 0.71 (0)0.71 (0)0.71 (0)0.71 (0)0.71 (0)0.71 (0)0.71 (0)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
SHADE-LM-POP4-to-10 Okulewicz 2.7 (3)3.5 (2)3.2 (2)★23.3 (2)★33.2 (1)★33.1 (0.5)★43.4 (0.5)★415/15
SHADE-LM Okulewicz 2.3 (2)4.8 (2)5.2 (1)6.0 (0.9)6.2 (1.0)6.3 (0.9)6.9 (0.9)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
SHADE-LM-POP4-to-10 Okulewicz 1.7 (2)1.1 (1)0.67 (0.7)0.75 (0.6)0.76 (0.6)0.76 (0.6)0.74 (0.5)15/15
SHADE-LM Okulewicz 2.1 (2)1.8 (1)0.86 (0.3)0.99 (0.1)1.1 (0.2)1.1 (0.2)1.2 (0.3)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
SHADE-LM-POP4-to-10 Okulewicz 3.1 (1)7.0 (10)3.8 (3)4.0 (3)4.0 (2)4.1 (2)★24.1 (2)★315/15
SHADE-LM Okulewicz 5.1 (4)10 (4)5.6 (2)6.1 (1)6.5 (0.7)7.1 (0.9)7.6 (1)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
SHADE-LM-POP4-to-10 Okulewicz 3.7 (0.8)5.3 (4)4.4 (3)4.5 (2)4.7 (2)★25.0 (2)★34.9 (2)★315/15
SHADE-LM Okulewicz 6.4 (4)6.2 (3)6.2 (1)6.7 (1)7.4 (2)8.1 (2)8.4 (0.9)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
SHADE-LM-POP4-to-10 Okulewicz 1.8 (0.6)★22.9 (3)3.3 (4)3.3 (3)3.2 (2)3.1 (2)3.1 (1)15/15
SHADE-LM Okulewicz 3.1 (1)3.3 (0.8)3.3 (0.4)3.7 (0.6)3.9 (0.5)4.5 (0.7)4.9 (0.6)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
SHADE-LM-POP4-to-10 Okulewicz 3.2 (4)3.8 (4)2.1 (2)2.1 (3)2.1 (0.5)2.1 (2)2.3 (2)15/15
SHADE-LM Okulewicz 4.8 (2)4.6 (0.6)2.4 (0.4)2.3 (0.3)2.5 (0.4)3.0 (0.4)3.5 (0.4)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
SHADE-LM-POP4-to-10 Okulewicz 4.3 (4)★24.9 (4)3.7 (5)4.2 (4)4.5 (3)3.9 (3)4.0 (3)15/15
SHADE-LM Okulewicz 9.2 (2)6.7 (3)4.8 (5)4.9 (2)5.2 (2)4.4 (3)4.6 (3)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
SHADE-LM-POP4-to-10 Okulewicz 2.4 (1)★32.7 (0.9)★43.1 (1)★33.1 (1)★42.4 (0.4)★42.5 (0.5)★42.7 (0.8)★415/15
SHADE-LM Okulewicz 4.9 (2)5.1 (1)6.0 (1)6.5 (0.8)5.0 (0.7)5.4 (0.5)6.1 (0.5)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
SHADE-LM-POP4-to-10 Okulewicz 2.5 (3)2.5 (2)3.2 (2)★34.0 (2)★33.6 (1)★43.9 (1)★43.0 (0.9)★415/15
SHADE-LM Okulewicz 2.8 (4)4.1 (2)6.8 (2)7.9 (2)7.1 (0.7)7.6 (0.8)6.0 (0.5)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
SHADE-LM-POP4-to-10 Okulewicz 1.1 (1.0)1.3 (1)0.74 (0.5)0.58 (0.5)0.58 (0.5)0.57 (0.5)0.56 (0.5)15/15
SHADE-LM Okulewicz 1.4 (0.5)1.3 (0.7)0.42 (0.3)0.37 (0.2)0.37 (0.2)0.38 (0.0)0.40 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 0.80 (1)1.3 (0.9)2.2 (3)★22.4 (4)1.3 (2)0.83 (1)0.84 (1)15/15
SHADE-LM Okulewicz 1.0 (2)3.3 (2)4.6 (2)5.1 (3)2.6 (2)1.8 (0.8)1.9 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (2)1.3 (0.8)0.93 (0.2)★20.85 (0.2)★40.53 (0.1)★40.97 (0.7)0.79 (0.5)15/15
SHADE-LM Okulewicz 2.7 (3)2.4 (2)1.9 (0.8)2.2 (0.5)1.4 (0.3)1.1 (0.1)0.95 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 1.1 (0.8)3.7 (0.9)1.0 (1)0.67 (0.9)0.66 (0.8)0.84 (0.5)0.89 (0.6)15/15
SHADE-LM Okulewicz 1.9 (1)2.8 (1)0.72 (0.2)0.50 (0.1)0.59 (0.1)0.67 (0.1)0.74 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 6.9 (8)107 (113)19 (10)1.3 (2)3.7 (5)4.0 (3)4.0 (5)15/15
SHADE-LM Okulewicz 6.3 (6)139 (186)18 (21)2.3 (2)3.2 (4)3.6 (8)3.8 (4)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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (1)1.3 (1)1.1 (1.0)1.1 (0.9)1.2 (1)1.2 (1)1.1 (0.9)15/15
SHADE-LM Okulewicz 1.4 (0.8)1.9 (1)1.1 (0.8)1.2 (0.8)1.2 (0.7)1.2 (0.4)1.1 (0.4)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
SHADE-LM-POP4-to-10 Okulewicz 1.3 (0.9)2.5 (6)2.6 (4)2.6 (4)2.7 (3)2.8 (3)2.8 (3)15/15
SHADE-LM Okulewicz 1.7 (2)2.7 (6)2.2 (4)2.5 (4)2.6 (3)3.1 (3)3.2 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.7 (2)2.3 (5)2.2 (4)2.3 (3)2.5 (4)2.5 (3)2.6 (3)15/15
SHADE-LM Okulewicz 1.2 (0.5)1.3 (0.5)2.6 (4)3.1 (3)3.3 (3)3.5 (3)3.8 (4)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
SHADE-LM-POP4-to-10 Okulewicz 3.2 (3)3.0 (1)13 (12)10 (10)5.5 (5)5.5 (5)5.6 (5)15/15
SHADE-LM Okulewicz 2.7 (2)4.7 (3)6.7 (3)6.0 (3)3.4 (2)3.6 (1)3.9 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (1)1.0 (1.0)0.78 (1)0.28 (0.4)0.28 (0.3)0.28 (0.4)0.28 (0.3)15/15
SHADE-LM Okulewicz 1.8 (2)1.4 (1)1.5 (4)0.54 (1)0.54 (0.3)0.54 (1)0.54 (0.3)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 1.0 (0.2)1 (0)1 (0)1 (0)1 (0)1 (0)1 (0)15/15
SHADE-LM Okulewicz 1.1 (0.1)1 (0)1 (0)1 (0)1 (0)1 (0)1 (0)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
SHADE-LM-POP4-to-10 Okulewicz 3.7 (0.8)★44.4 (0.8)★45.0 (0.8)★45.6 (0.6)★46.5 (0.9)★48.0 (0.4)★49.3 (0.9)★415/15
SHADE-LM Okulewicz 8.8 (1)11 (1)12 (1)13 (1)16 (1)19 (1)23 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.1 (0.5)1.7 (0.8)★32.3 (1)★22.4 (1)★22.4 (2)★22.6 (2)★22.7 (2)★215/15
SHADE-LM Okulewicz 1.6 (0.9)4.2 (0.9)5.0 (1)5.3 (0.8)5.3 (0.9)5.6 (1)5.8 (0.9)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
SHADE-LM-POP4-to-10 Okulewicz 1.3 (0.4)★42.2 (1)★25.0 (5)5.0 (5)5.1 (6)5.2 (6)5.4 (6)15/15
SHADE-LM Okulewicz 3.1 (1)5.0 (1)7.1 (5)7.4 (3)7.5 (4)7.7 (4)8.1 (3)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)15/15
SHADE-LM Okulewicz 0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)0.70 (0)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
SHADE-LM-POP4-to-10 Okulewicz 2.0 (0.9)2.3 (0.9)★42.7 (0.5)★42.6 (0.4)★42.3 (0.3)★41.8 (0.3)★41.9 (0.2)★415/15
SHADE-LM Okulewicz 3.3 (1)4.2 (0.8)5.1 (0.4)4.8 (0.7)4.4 (0.4)3.7 (0.3)3.9 (0.3)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
SHADE-LM-POP4-to-10 Okulewicz 3.6 (2)0.82 (0.3)0.49 (0.1)0.60 (0.1)★20.70 (0.3)0.70 (0.5)0.72 (0.5)15/15
SHADE-LM Okulewicz 3.6 (2)1.1 (0.6)0.58 (0.2)0.82 (0.1)0.80 (0.1)0.80 (0.2)0.89 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 3.7 (0.9)★34.8 (4)5.8 (4)6.2 (3)6.4 (3)7.0 (3)7.6 (3)15/15
SHADE-LM Okulewicz 7.3 (2)6.5 (1.0)7.4 (1)7.7 (0.9)7.8 (0.8)8.1 (0.9)8.6 (1.0)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
SHADE-LM-POP4-to-10 Okulewicz 8.1 (2)★37.6 (3)★37.4 (3)★27.4 (2)★37.4 (2)★27.8 (2)8.1 (2)15/15
SHADE-LM Okulewicz 15 (5)14 (5)11 (3)11 (2)10 (2)10 (2)10 (1)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
SHADE-LM-POP4-to-10 Okulewicz 2.4 (1)2.5 (1)2.8 (1)3.4 (3)3.7 (2)3.4 (2)3.8 (2)15/15
SHADE-LM Okulewicz 2.4 (1.0)2.1 (0.4)2.2 (0.4)2.5 (0.2)2.6 (0.3)2.5 (0.2)2.8 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 3.2 (2)3.7 (1)1.3 (0.4)1.3 (0.3)1.3 (0.5)1.4 (0.3)1.6 (0.6)15/15
SHADE-LM Okulewicz 4.4 (2)4.9 (0.9)1.4 (0.2)1.2 (0.2)1.2 (0.2)1.3 (0.2)1.3 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 10 (3)9.5 (11)12 (18)14 (14)15 (6)6.8 (6)7.1 (7)15/15
SHADE-LM Okulewicz 12 (4)10 (10)11 (12)12 (11)13 (9)5.8 (5)6.1 (5)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
SHADE-LM-POP4-to-10 Okulewicz 3.5 (0.7)4.5 (0.6)5.1 (1)5.4 (1.0)★21.7 (0.3)1.7 (0.3)★21.7 (0.2)★415/15
SHADE-LM Okulewicz 4.4 (1)5.3 (1.0)6.3 (0.6)6.4 (0.6)2.0 (0.2)2.1 (0.1)2.5 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 2.0 (2)3.1 (0.8)3.9 (0.9)★34.2 (1)★34.4 (0.8)★44.8 (1)★33.8 (1)★215/15
SHADE-LM Okulewicz 1.7 (2)5.0 (2)7.2 (2)8.4 (1)7.0 (0.6)6.8 (1)5.4 (0.7)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
SHADE-LM-POP4-to-10 Okulewicz 2.1 (2)1.3 (1.0)1.3 (1)1.3 (1)1.3 (2)1.3 (1)1.3 (2)15/15
SHADE-LM Okulewicz 4.3 (2)1.1 (0.4)1.00 (0.4)1.1 (0.6)1.1 (0.7)1.1 (0.7)1.1 (0.6)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
SHADE-LM-POP4-to-10 Okulewicz 2.5 (2)5.3 (3)★23.2 (3)★22.2 (3)4.0 (4)4.1 (4)4.0 (2)15/15
SHADE-LM Okulewicz 2.1 (3)10 (4)11 (8)4.8 (4)4.8 (4)4.4 (4)4.3 (3)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
SHADE-LM-POP4-to-10 Okulewicz 2.4 (3)1.4 (0.8)★23.7 (11)1.4 (3)1.3 (2)1.2 (2)1.3 (2)15/15
SHADE-LM Okulewicz 3.3 (3)2.7 (0.9)1.7 (0.2)0.94 (0.1)1.1 (0.2)1.0 (0.1)1.1 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 1.0 (0.5)1.7 (1)1.7 (2)0.98 (1)1.2 (1)4.6 (13)4.3 (11)15/15
SHADE-LM Okulewicz 2.5 (1)2.5 (0.8)0.58 (0.1)0.46 (0.1)0.57 (0.1)0.75 (0.1)0.84 (0.0)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
SHADE-LM-POP4-to-10 Okulewicz 21 (20)1423 (865)173 (205)5.0 (4)7.1 (6)13 (19)19 (22)12/15
SHADE-LM Okulewicz 17 (12)1626 (2052)150 (55)12 (7)20 (27)24 (43)25 (16)12/15

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
SHADE-LM-POP4-to-10 Okulewicz 3.3 (2)2.2 (2)0.40 (0.3)0.33 (0.3)0.32 (0.3)0.32 (0.2)0.32 (0.3)15/15
SHADE-LM Okulewicz 3.5 (1)4.9 (2)0.30 (0.2)0.26 (0.1)0.27 (0.1)0.27 (0.2)0.27 (0.1)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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (2)3.2 (4)2.9 (2)3.0 (2)3.0 (3)3.1 (3)3.2 (3)15/15
SHADE-LM Okulewicz 2.1 (2)1.2 (1)1.3 (2)1.5 (2)1.6 (2)1.7 (2)1.9 (2)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
SHADE-LM-POP4-to-10 Okulewicz 1.6 (2)3.9 (7)3.3 (5)3.3 (3)3.3 (5)3.5 (4)3.6 (5)15/15
SHADE-LM Okulewicz 2.7 (3)5.1 (4)5.9 (10)6.1 (7)6.0 (7)6.1 (8)6.4 (7)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
SHADE-LM-POP4-to-10 Okulewicz 3.2 (3)10 (9)2.4 (3)1.4 (2)1.3 (1)1.3 (1)1.3 (1)15/15
SHADE-LM Okulewicz 2.5 (2)13 (9)2.5 (3)1.3 (1)1.2 (1)1.2 (1)1.2 (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
SHADE-LM-POP4-to-10 Okulewicz 1.7 (0.7)★31.8 (2)5.3 (7)5e60/15
SHADE-LM Okulewicz 4.1 (1)2.4 (5)5.4 (7)3.6 (4)3.6 (4)2.7 (2)2.7 (3)2/15

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
SHADE-LM-POP4-to-10 Okulewicz 1 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)15/15
SHADE-LM Okulewicz 1 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)0.96 (0)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
SHADE-LM-POP4-to-10 Okulewicz 4.4 (0.5)★45.0 (0.5)★46.0 (0.5)★46.8 (0.4)★47.6 (1.0)★49.4 (0.8)★411 (0.6)★415/15
SHADE-LM Okulewicz 11 (0.9)12 (0.4)14 (0.7)17 (0.8)18 (1)23 (1.0)27 (1.0)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 4.2 (0.8)★43.4 (0.9)★43.8 (0.4)★43.9 (0.8)★43.9 (0.8)★44.1 (0.9)★44.2 (0.9)★415/15
SHADE-LM Okulewicz 11 (2)10 (1)11 (1)11 (1)11 (1)11 (1)12 (1)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 3.8 (0.7)★4201 (693)205 (689)203 (681)203 (678)201 (676)26 (1)14/15
SHADE-LM Okulewicz 11 (2)11 (1)12 (1)13 (1)13 (0.5)14 (1)1.9 (0.1)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (0)15/15
SHADE-LM Okulewicz 0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (0)0.60 (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
SHADE-LM-POP4-to-10 Okulewicz 2.7 (0.5)★43.3 (0.7)★43.8 (0.6)★43.9 (0.6)★43.9 (0.3)★43.7 (0.3)★43.7 (0.3)★415/15
SHADE-LM Okulewicz 5.3 (1)7.1 (0.8)8.0 (1.0)8.3 (0.5)8.4 (0.7)8.2 (0.4)8.1 (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
SHADE-LM-POP4-to-10 Okulewicz 3.1 (1)1.6 (2)1.7 (2)1.7 (1)1.9 (1)1.9 (2)1.8 (2)15/15
SHADE-LM Okulewicz 2.6 (1)1.1 (0.2)0.82 (0.2)0.95 (0.2)0.96 (0.2)0.96 (0.2)1.0 (0.2)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
SHADE-LM-POP4-to-10 Okulewicz 3.5 (0.9)★47.2 (5)★37.4 (0.6)★37.5 (4)★37.7 (0.5)★38.4 (4)★29.1 (4)★215/15
SHADE-LM Okulewicz 8.3 (2)12 (10)12 (9)11 (0.9)11 (0.9)11 (4)12 (7)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
SHADE-LM-POP4-to-10 Okulewicz 5.4 (1)★411 (7)★210 (6)★210 (5)★210 (1)★211 (5)11 (5)15/15
SHADE-LM Okulewicz 11 (1)15 (2)13 (2)12 (1)12 (1)12 (1)12 (1)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
SHADE-LM-POP4-to-10 Okulewicz 6.4 (6)10 (8)10 (8)11 (6)12 (8)10 (7)11 (8)15/15
SHADE-LM Okulewicz 1.8 (0.5)★21.7 (0.2)★41.7 (0.3)★41.7 (0.3)★41.8 (0.3)★41.4 (0.1)★41.5 (0.1)★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
SHADE-LM-POP4-to-10 Okulewicz 5.4 (0.8)★33.4 (2)3.1 (3)5.3 (4)6.6 (3)8.7 (5)10 (4)15/15
SHADE-LM Okulewicz 8.8 (2)2.6 (0.3)1.1 (0.1)★21.2 (0.2)★31.2 (0.2)★41.2 (0.2)★41.2 (0.1)★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
SHADE-LM-POP4-to-10 Okulewicz 5.5 (2)8.0 (8)10 (8)12 (8)13 (7)8.3 (3)7.2 (3)15/15
SHADE-LM Okulewicz 7.6 (2)5.4 (1)6.6 (2)7.9 (3)9.2 (3)5.8 (1)5.0 (1.0)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
SHADE-LM-POP4-to-10 Okulewicz 4.7 (0.9)5.9 (2)6.7 (2)8.4 (3)2.7 (1)4.9 (2)7.3 (2)15/15
SHADE-LM Okulewicz 5.2 (0.7)5.8 (0.6)6.2 (0.3)6.5 (0.4)1.8 (0.1)1.9 (0.1)★42.3 (0.1)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 4.1 (2)4.5 (0.9)★44.7 (0.7)★46.2 (1)★45.1 (0.9)★49.2 (5)7.0 (3)15/15
SHADE-LM Okulewicz 5.7 (3)10 (2)11 (2)10 (1)8.1 (1)8.1 (0.8)1.9 (0.1)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 3.8 (3)11 (8)21 (21)21 (16)21 (14)20 (20)20 (18)15/15
SHADE-LM Okulewicz 7.3 (6)13 (12)27 (18)26 (28)26 (28)25 (25)25 (20)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
SHADE-LM-POP4-to-10 Okulewicz 8.4 (5)10 (8)31 (42)25 (23)37 (18)36 (25)33 (10)15/15
SHADE-LM Okulewicz 17 (5)16 (10)41 (56)20 (22)31 (24)31 (47)29 (35)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
SHADE-LM-POP4-to-10 Okulewicz 3.2 (3)2.3 (0.9)★31.4 (0.4)★31.3 (2)1.4 (1)5.1 (2)5.0 (11)15/15
SHADE-LM Okulewicz 3.9 (5)4.3 (0.8)2.0 (0.5)1.2 (0.1)1.1 (0.1)0.94 (0.1)0.91 (0.1)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 1.9 (0.7)★32.4 (0.8)★30.66 (0.3)★210 (30)7.2 (19)22 (52)20 (40)15/15
SHADE-LM Okulewicz 3.7 (0.8)4.2 (0.8)1.0 (0.2)1.3 (0.1)0.91 (1)2.0 (4)★22.0 (1)★215/15

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
SHADE-LM-POP4-to-10 Okulewicz 82 (39)2.9e4 (8676)★3417 (1024)1e70/15
SHADE-LM Okulewicz 126 (62)5.4e4 (2e4)333 (812)1e70/15

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
SHADE-LM-POP4-to-10 Okulewicz 5.0 (3)0.80 (0.3)★35.2 (8)5.0 (7)5.0 (7)4.9 (4)4.8 (7)15/15
SHADE-LM Okulewicz 4.7 (1)2.0 (0.8)2.0 (6)2.0 (3)2.0 (5)1.9 (5)1.9 (3)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
SHADE-LM-POP4-to-10 Okulewicz 6.6 (8)4.4 (8)3.5 (4)3.5 (5)3.5 (6)3.3 (5)1.6 (2)15/15
SHADE-LM Okulewicz 9.0 (5)3.0 (5)2.0 (1)2.1 (2)2.1 (2)2.1 (2)1.0 (1.0)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
SHADE-LM-POP4-to-10 Okulewicz 18 (32)16 (33)43 (39)41 (90)40 (91)33 (66)26 (60)15/15
SHADE-LM Okulewicz 16 (20)17 (37)25 (52)24 (49)23 (18)19 (32)15 (32)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
SHADE-LM-POP4-to-10 Okulewicz 2.5 (2)27 (21)17 (13)6.2 (6)6.4 (8)6.3 (5)6.1 (8)15/15
SHADE-LM Okulewicz 1.8 (2)55 (49)16 (14)5.3 (4)4.8 (4)4.7 (4)4.6 (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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (1)29 (31)1e70/15
SHADE-LM Okulewicz 1.5 (0.9)42 (53)1e70/15

Previous dimension | Dimension = 20 | First 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
SHADE-LM-POP4-to-10 Okulewicz 0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)15/15
SHADE-LM Okulewicz 0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)0.98 (0)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
SHADE-LM-POP4-to-10 Okulewicz 5.3 (0.2)★46.2 (0.3)★47.2 (0.3)★48.1 (0.5)★49.0 (0.5)★411 (0.5)★413 (0.7)★415/15
SHADE-LM Okulewicz 12 (0.9)14 (0.8)15 (0.9)18 (0.5)19 (0.9)24 (0.5)28 (0.5)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 7.9 (0.8)★47.5 (0.5)★48.0 (0.5)★48.0 (0.6)★48.1 (0.5)★48.2 (0.6)★48.3 (0.5)★415/15
SHADE-LM Okulewicz 22 (2)21 (2)22 (2)22 (1)23 (2)23 (2)23 (2)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 10 (0.9)★48.4 (0.6)★411 (4)★411 (7)★411 (7)★411 (7)★40.64 (0.4)★415/15
SHADE-LM Okulewicz 27 (2)24 (1)26 (2)26 (2)26 (2)27 (2)1.5 (0.1)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (0)15/15
SHADE-LM Okulewicz 0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (0)0.54 (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
SHADE-LM-POP4-to-10 Okulewicz 4.0 (0.5)★43.7 (0.3)★43.5 (0.3)★43.6 (0.3)★43.6 (0.2)★43.8 (0.3)★43.9 (0.3)★415/15
SHADE-LM Okulewicz 7.4 (1)7.3 (0.9)6.8 (0.8)6.9 (0.4)6.8 (0.7)7.1 (0.5)7.2 (0.5)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
SHADE-LM-POP4-to-10 Okulewicz 2.0 (0.4)★47.5 (4)5.4 (4)4.6 (2)4.7 (2)4.7 (2)4.6 (3)15/15
SHADE-LM Okulewicz 3.4 (0.8)4.0 (5)4.3 (3)2.9 (2)2.9 (4)2.9 (4)2.9 (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
SHADE-LM-POP4-to-10 Okulewicz 7.7 (2)★48.0 (0.8)★48.7 (1)★49.1 (0.9)★49.5 (0.7)★410 (1.0)★411 (0.9)★415/15
SHADE-LM Okulewicz 14 (1)14 (0.5)15 (0.5)16 (0.6)16 (0.5)17 (0.4)18 (0.5)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 13 (1)★415 (0.5)★416 (1)★417 (0.9)★418 (1)★418 (1)★419 (1)★415/15
SHADE-LM Okulewicz 20 (1)21 (0.6)23 (0.8)24 (0.6)25 (0.9)26 (0.9)27 (0.6)15/15

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
SHADE-LM-POP4-to-10 Okulewicz 20 (9)29 (10)30 (7)30 (7)35 (10)41 (14)51 (14)15/15
SHADE-LM Okulewicz 3.4 (0.6)★43.6 (0.5)★43.3 (0.4)★43.0 (0.4)★43.0 (0.4)★43.1 (0.3)★43.5 (0.4)★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
SHADE-LM-POP4-to-10 Okulewicz 11 (7)16 (9)9.2 (3)9.4 (3)10 (3)12 (2)13 (2)15/15
SHADE-LM Okulewicz 10 (2)6.6 (1)★23.0 (0.4)★42.7 (0.4)★42.8 (0.3)★42.9 (0.3)★42.9 (0.2)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 6.1 (6)★214 (17)18 (17)21 (17)21 (12)10 (5)11 (5)15/15
SHADE-LM Okulewicz 13 (11)17 (15)22 (15)25 (14)23 (14)11 (4)11 (3)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
SHADE-LM-POP4-to-10 Okulewicz 8.7 (5)8.0 (6)9.1 (5)11 (6)3.0 (2)6.2 (4)12 (5)15/15
SHADE-LM Okulewicz 11 (4)11 (7)14 (4)15 (5)3.4 (0.9)3.3 (0.7)★23.3 (0.4)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 8.5 (2)★25.1 (0.9)★46.4 (1)★48.5 (0.5)★47.3 (1)★448 (23)33 (19)15/15
SHADE-LM Okulewicz 14 (5)10 (2)10 (1)18 (1)14 (0.9)14 (1)★42.4 (0.4)★415/15

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
SHADE-LM-POP4-to-10 Okulewicz 13 (12)1933 (2116)2e70/15
SHADE-LM Okulewicz 14 (10)2e70/15

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
SHADE-LM-POP4-to-10 Okulewicz 24 (13)★34786 (6419)2e70/15
SHADE-LM Okulewicz 52 (16)1116 (1096)3685 (8050)2e70/15

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
SHADE-LM-POP4-to-10 Okulewicz 3.8 (1)★23.2 (1)6.5 (1)5.8 (6)8.2 (11)45 (120)34 (84)14/15
SHADE-LM Okulewicz 7.7 (3)3.7 (0.7)2.6 (0.8)1.6 (0.6)3.8 (5)2.9 (4)★22.7 (5)★215/15

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
SHADE-LM-POP4-to-10 Okulewicz 2.7 (0.8)1.8 (0.7)★272 (242)192 (332)549 (546)2168 (3905)2e70/15
SHADE-LM Okulewicz 3.7 (1)2.8 (0.7)1.1 (0.1)1.3 (0.3)★286 (148)79 (116)128 (271)9/15

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
SHADE-LM-POP4-to-10 Okulewicz 186 (74)1.5e5 (6e4)★3820 (539)2e70/15
SHADE-LM Okulewicz 280 (92)1.1e7 (2e7)381 (452)2e70/15

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
SHADE-LM-POP4-to-10 Okulewicz 5.6 (3)8.3 (25)2e70/15
SHADE-LM Okulewicz 5.4 (2)3.0 (0.7)19 (32)★251 (60)★251 (85)★250 (48)★250 (20)★21/15

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
SHADE-LM-POP4-to-10 Okulewicz 3.5 (0.7)★2116 (394)62 (180)61 (207)60 (203)56 (39)50 (169)15/15
SHADE-LM Okulewicz 8.3 (2)55 (180)63 (112)63 (174)61 (128)58 (86)51 (90)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
SHADE-LM-POP4-to-10 Okulewicz 7.0 (17)1853 (3585)5788 (4749)5627 (7243)5450 (8356)5065 (1304)1009 (1310)2/15
SHADE-LM Okulewicz 7.3 (3)1401 (930)1.2e4 (8727)1.2e4 (2e4)1.1e4 (2e4)1.1e4 (1e4)2098 (2559)1/15

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
SHADE-LM-POP4-to-10 Okulewicz 1.5 (2)80 (31)★3917 (291)2e70/15
SHADE-LM Okulewicz 2.6 (3)1005 (2361)350 (511)2e70/15

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
SHADE-LM-POP4-to-10 Okulewicz 64 (74)2e70/15
SHADE-LM Okulewicz 14 (13)2e70/15

Expected runtime (ERT in number of function 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.