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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.4 (8) | 7.3 (6) | 13 (8) | 20 (15) | 25 (12) | 39 (17) | 55 (21) | 15/15 |
| 1komma2mir brockhoff | 1.9 (2) | 2.2 (2) | 7.9 (5) | 16 (8) | 20 (11) | 35 (11) | 50 (15) | 15/15 |
| 1komma2mirser brockhoff | 2.5 (3) | 2.7 (5) | 6.1 (6) | 11 (8) | 17 (8) | 30 (10) | 40 (9) | 15/15 |
| 1komma2ser brockhoff | 4.7 (7) | 3.2 (3) | 7.7 (7) | 11 (8) | 20 (10) | 38 (13) | 50 (14) | 15/15 |
| 1komma4 brockhoff | 3.4 (4) | 3.2 (3) | 6.1 (4) | 10 (5) | 15 (4) | 25 (4) | 33 (6) | 15/15 |
| 1komma4mir brockhoff | 1.9 (3) | 2.2 (2) | 6.2 (4) | 11 (6) | 17 (5) | 23 (8) | 31 (7) | 15/15 |
| 1komma4mirser brockhoff | 3.0 (3) | 2.3 (2) | 4.5 (2) | 8.8 (4) | 12 (4) | 18 (3) | 24 (4) | 15/15 |
| 1komma4ser brockhoff | 4.6 (4) | 3.3 (2) | 6.1 (3) | 9.3 (3) | 13 (3) | 20 (4) | 26 (5) | 15/15 |
| 1plus1 brockhoff | 2.6 (3) | 3.2 (2) | 6.7 (3) | 11 (3) | 14 (4) | 21 (3) | 28 (3) | 15/15 |
| 1plus2mirser brockhoff | 2.7 (2) | 2.2 (3) | 5.7 (4) | 10 (3) | 13 (4) | 20 (4) | 26 (5) | 15/15 |
| ABC elabd | 2.1 (2) | 7.4 (8) | 20 (13) | 39 (19) | 62 (16) | 108 (25) | 156 (28) | 146/150 |
| AVGNEWUOA ros | 1.7 (1) | 1 (0) | 1 (0)★2 | 1 (0)★4 | 1 (0)★4 | 1 (0)★4 | 1 (0)★4 | 15/15 |
| CMAEGS finck | 13 (13) | 6.9 (6) | 14 (9) | 23 (10) | 49 (32) | 97 (43) | 129 (45) | 15/15 |
| DE-F-AUC fialho | 3.2 (2) | 5.7 (7) | 18 (7) | 30 (12) | 41 (19) | 71 (10) | 104 (12) | 15/15 |
| DEuniform fialho | 2.2 (2) | 4.3 (4) | 17 (8) | 32 (6) | 45 (12) | 73 (11) | 103 (10) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.2 (4) | 3.1 (2) | 7.8 (4) | 11 (4) | 17 (6) | 27 (9) | 37 (8) | 15/15 |
| IPOP-CMA-ES ros | 4.6 (5) | 4.3 (6) | 10 (6) | 15 (5) | 20 (5) | 28 (6) | 37 (8) | 15/15 |
| MOS torre | 2.1 (2) | 3.4 (2) | 20 (19) | 46 (20) | 77 (24) | 126 (27) | 177 (48) | 15/15 |
| NBC-CMA preuss | 2.2 (2) | 3.9 (5) | 28 (24) | 55 (21) | 71 (8) | 98 (9) | 120 (9) | 15/15 |
| PM-AdapSS-DE fialho | 2.1 (1) | 3.1 (3) | 15 (6) | 26 (14) | 39 (9) | 69 (18) | 94 (18) | 15/15 |
| RCGA tran | 2.0 (2) | 8.7 (10) | 44 (30) | 80 (68) | 194 (139) | 482 (393) | 759 (537) | 15/15 |
| SPSA finck | 37 (27) | 19 (18) | 25 (21) | 29 (24) | 34 (26) | 48 (42) | 63 (54) | 15/15 |
| oPOEMS kubalic | 155 (125) | 79 (42) | 110 (58) | 335 (280) | 717 (274) | 1441 (184) | 2031 (405) | 15/15 |
| pPOEMS kubalic | 49 (124) | 78 (49) | 145 (109) | 354 (315) | 2481 (1694) | 6450 (1966) | 1.3e4 (1407) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 69 (48) | 80 (20) | 64 (14) | 67 (13) | 66 (12) | 64 (13) | 66 (13) | 15/15 |
| 1komma2mir brockhoff | 87 (72) | 99 (35) | 84 (18) | 87 (20) | 85 (18) | 82 (17) | 83 (16) | 15/15 |
| 1komma2mirser brockhoff | 57 (49) | 70 (22) | 60 (12) | 62 (14) | 63 (13) | 61 (12) | 62 (11) | 15/15 |
| 1komma2ser brockhoff | 206 (168) | 213 (152) | 165 (117) | 169 (117) | 165 (114) | 157 (103) | 154 (99) | 15/15 |
| 1komma4 brockhoff | 17 (17) | 26 (14) | 23 (9) | 26 (4) | 26 (4) | 27 (3) | 27 (3) | 15/15 |
| 1komma4mir brockhoff | 24 (14) | 29 (7) | 24 (4) | 26 (4) | 26 (4) | 26 (3) | 27 (3) | 15/15 |
| 1komma4mirser brockhoff | 19 (14) | 19 (11) | 18 (4) | 19 (4) | 19 (4) | 19 (4) | 20 (4) | 15/15 |
| 1komma4ser brockhoff | 19 (18) | 26 (12) | 22 (7) | 23 (7) | 23 (6) | 23 (6) | 24 (7) | 15/15 |
| 1plus1 brockhoff | 12 (9) | 16 (3) | 14 (2) | 15 (2) | 15 (2) | 16 (2) | 17 (2) | 15/15 |
| 1plus2mirser brockhoff | 5.9 (5) | 11 (5) | 11 (2) | 12 (2) | 12 (1) | 13 (1)★2 | 14 (2)★2 | 15/15 |
| ABC elabd | 22 (16) | 32 (21) | 37 (17) | 47 (19) | 52 (13) | 62 (15) | 76 (10) | 30/30 |
| AVGNEWUOA ros | 2.0 (2)★2 | 5.5 (5) | 8.4 (4) | 11 (6) | 14 (9) | 20 (6) | 26 (9) | 15/15 |
| CMAEGS finck | 1364 (1563) | 1947 (5275) | 4116 (6016) | 4119 (6014) | 3964 (5784) | 3689 (7158) | 3574 (5186) | 10/15 |
| DE-F-AUC fialho | 15 (4) | 15 (4) | 16 (3) | 19 (5) | 21 (3) | 26 (4) | 31 (4) | 15/15 |
| DEuniform fialho | 13 (5) | 16 (6) | 16 (3) | 19 (3) | 22 (2) | 27 (2) | 31 (5) | 15/15 |
| IPOP-ACTCMA-ES ros | 14 (9) | 18 (3) | 15 (3) | 16 (2) | 17 (2) | 18 (2) | 19 (2) | 15/15 |
| IPOP-CMA-ES ros | 16 (8) | 21 (4) | 18 (3) | 20 (3) | 20 (3) | 21 (2) | 22 (2) | 15/15 |
| MOS torre | 24 (17) | 30 (11) | 33 (8) | 40 (11) | 45 (8) | 59 (11) | 68 (7) | 15/15 |
| NBC-CMA preuss | 39 (17) | 102 (78) | 116 (50) | 159 (73) | 201 (68) | 295 (55) | 301 (37) | 15/15 |
| PM-AdapSS-DE fialho | 13 (5) | 15 (3) | 15 (3) | 19 (3) | 22 (1) | 25 (3) | 30 (3) | 15/15 |
| RCGA tran | 38 (24) | 56 (32) | 63 (29) | 127 (110) | 154 (120) | 350 (249) | 536 (364) | 15/15 |
| SPSA finck | 1639 (1693) | 8919 (2e4) | 1.4e4 (2e4) | 1.7e4 (3e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 386 (138) | 407 (142) | 387 (129) | 456 (119) | 542 (67) | 642 (134) | 796 (102) | 15/15 |
| pPOEMS kubalic | 1886 (1249) | 2145 (799) | 2384 (521) | 2707 (762) | 3118 (1015) | 4175 (693) | 5146 (517) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (31) | 15 (12) | 47 (55) | 47 (62) | 47 (69) | 47 (38) | 46 (44) | 9/15 |
| 1komma2mir brockhoff | 3.2 (3) | 8.4 (8) | 28 (41) | 35 (41) | 43 (47) | 43 (64) | 42 (35) | 9/15 |
| 1komma2mirser brockhoff | 3.3 (5) | 6.2 (5) | 18 (19) | 25 (28) | 25 (23) | 25 (32) | 25 (32) | 12/15 |
| 1komma2ser brockhoff | 18 (25) | 15 (19) | 44 (55) | 44 (41) | 43 (46) | 51 (69) | 50 (86) | 8/15 |
| 1komma4 brockhoff | 10 (18) | 8.8 (6) | 14 (13) | 14 (13) | 14 (13) | 14 (13) | 14 (13) | 14/15 |
| 1komma4mir brockhoff | 3.4 (3) | 3.8 (6) | 5.4 (6) | 6.1 (6) | 6.1 (6) | 6.2 (6) | 6.2 (6) | 15/15 |
| 1komma4mirser brockhoff | 2.1 (2) | 3.0 (3) | 8.5 (9) | 11 (11) | 11 (11) | 11 (11) | 11 (11) | 15/15 |
| 1komma4ser brockhoff | 5.1 (4) | 7.1 (4) | 20 (28) | 24 (35) | 24 (29) | 24 (29) | 24 (52) | 12/15 |
| 1plus1 brockhoff | 5.5 (5) | 12 (10) | 26 (44) | 26 (27) | 26 (25) | 26 (35) | 26 (34) | 11/15 |
| 1plus2mirser brockhoff | 9.0 (15) | 6.6 (7) | 8.6 (10) | 8.6 (10) | 8.6 (10) | 8.6 (10) | 8.5 (10) | 15/15 |
| ABC elabd | 5.5 (5) | 1.7 (1) | 1.6 (1) | 2.4 (1) | 2.9 (1) | 4.1 (1) | 5.0 (1) | 30/30 |
| AVGNEWUOA ros | 5.0 (10) | 1.6 (2) | 3.2 (5) | 3.2 (5) | 3.2 (5) | 3.2 (5) | 3.1 (4) | 15/15 |
| CMAEGS finck | 94 (114) | 272 (374) | 443 (450) | 727 (1351) | 1244 (1697) | 2876 (4743) | 2814 (4751) | 2/15 |
| DE-F-AUC fialho | 5.2 (3) | 2.0 (0.9) | 1.6 (0.6) | 2.0 (0.4) | 2.4 (0.3) | 2.8 (0.5) | 3.1 (0.5) | 15/15 |
| DEuniform fialho | 5.1 (4) | 2.0 (1) | 1.7 (0.5) | 2.3 (0.5) | 2.5 (0.4) | 2.9 (0.5) | 3.1 (0.4) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.1 (4) | 3.5 (4) | 7.1 (8) | 7.4 (8) | 7.6 (8) | 7.8 (8) | 8.0 (8) | 15/15 |
| IPOP-CMA-ES ros | 4.1 (3) | 3.3 (4) | 7.7 (8) | 8.0 (8) | 8.8 (8) | 9.0 (8) | 9.1 (8) | 15/15 |
| MOS torre | 6.5 (8) | 2.4 (1.0) | 2.2 (0.8) | 2.9 (0.8) | 3.4 (0.8) | 4.3 (0.8) | 5.1 (0.8) | 15/15 |
| NBC-CMA preuss | 6.1 (5) | 4.9 (4) | 6.5 (5) | 9.4 (8) | 10 (8) | 10 (8) | 10 (8) | 15/15 |
| PM-AdapSS-DE fialho | 4.9 (4) | 1.8 (0.7) | 34 (0.6) | 34 (0.6) | 34 (0.6) | 34 (0.6) | 34 (0.6) | 14/15 |
| RCGA tran | 5.7 (9) | 18 (22) | 18 (15) | 38 (25) | 67 (57) | 81 (52) | 83 (51) | 14/15 |
| SPSA finck | 975 (57) | 941 (1190) | 1281 (899) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 41 (9) | 10 (8) | 12 (6) | 18 (5) | 23 (4) | 33 (2) | 41 (4) | 15/15 |
| pPOEMS kubalic | 44 (15) | 22 (30) | 42 (31) | 104 (41) | 125 (48) | 201 (33) | 267 (21) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 8.3 (3) | 13 (11) | 58 (67) | 73 (74) | 70 (116) | 67 (55) | 65 (56) | 6/15 |
| 1komma2mir brockhoff | 7.8 (6) | 10 (10) | 26 (28) | 30 (38) | 29 (27) | 28 (28) | 27 (31) | 11/15 |
| 1komma2mirser brockhoff | 2.2 (2) | 13 (14) | 48 (56) | 46 (38) | 43 (53) | 42 (32) | 40 (30) | 10/15 |
| 1komma2ser brockhoff | 6.9 (4) | 30 (51) | 72 (73) | 68 (83) | 65 (64) | 63 (41) | 61 (44) | 7/15 |
| 1komma4 brockhoff | 1.3 (1) | 7.9 (10) | 27 (34) | 25 (28) | 24 (31) | 23 (21) | 22 (23) | 12/15 |
| 1komma4mir brockhoff | 2.0 (1) | 8.5 (9) | 24 (17) | 27 (20) | 26 (26) | 25 (22) | 24 (17) | 13/15 |
| 1komma4mirser brockhoff | 5.9 (10) | 5.0 (4) | 14 (18) | 17 (20) | 16 (20) | 16 (18) | 15 (19) | 13/15 |
| 1komma4ser brockhoff | 3.4 (2) | 3.9 (3) | 18 (32) | 17 (20) | 16 (21) | 16 (20) | 15 (20) | 13/15 |
| 1plus1 brockhoff | 3.6 (2) | 13 (29) | 48 (60) | 44 (44) | 42 (60) | 41 (57) | 39 (37) | 8/15 |
| 1plus2mirser brockhoff | 1.7 (1) | 4.7 (6) | 13 (10) | 12 (9) | 12 (9) | 11 (8) | 11 (8) | 14/15 |
| ABC elabd | 3.7 (3) | 1.9 (2) | 2.6 (2) | 3.0 (2) | 3.4 (2) | 4.6 (2) | 5.6 (2) | 30/30 |
| AVGNEWUOA ros | 6.1 (8) | 4.0 (4) | 14 (11) | 13 (12) | 12 (10) | 12 (12) | 11 (11) | 13/15 |
| CMAEGS finck | 19 (7) | 178 (437) | 1791 (3503) | 5680 (6664) | 5388 (9095) | 5197 (5154) | 4997 (4425) | 1/15 |
| DE-F-AUC fialho | 3.9 (2) | 2.0 (0.8) | 111 (218) | 103 (202) | 98 (191) | 95 (184) | 91 (177) | 12/15 |
| DEuniform fialho | 4.5 (3) | 1.9 (0.4) | 111 (218) | 104 (202) | 141 (191) | 136 (184) | 131 (177) | 11/15 |
| IPOP-ACTCMA-ES ros | 3.1 (2) | 5.7 (7) | 39 (51) | 62 (100) | 80 (118) | 85 (128) | 84 (126) | 15/15 |
| IPOP-CMA-ES ros | 4.6 (4) | 12 (11) | 61 (53) | 97 (110) | 114 (132) | 171 (243) | 171 (250) | 14/15 |
| MOS torre | 4.3 (3) | 3.1 (1) | 5.2 (6) | 5.8 (5) | 6.1 (5) | 6.8 (5) | 7.6 (6) | 15/15 |
| NBC-CMA preuss | 6.5 (6) | 5.8 (6) | 14 (22) | 16 (21) | 16 (20) | 26 (27) | 25 (26) | 15/15 |
| PM-AdapSS-DE fialho | 3.7 (3) | 147 (292) | 292 (218) | 271 (202) | 257 (383) | 247 (460) | 238 (354) | 9/15 |
| RCGA tran | 9.0 (8) | 39 (33) | 222 (219) | 472 (700) | 2791 (2964) | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 4641 (1e4) | 3781 (5086) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 34 (15) | 14 (10) | 29 (51) | 31 (42) | 35 (44) | 40 (39) | 47 (41) | 15/15 |
| pPOEMS kubalic | 33 (25) | 31 (25) | 45 (38) | 103 (44) | 131 (27) | 179 (34) | 216 (27) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.6 (6) | 9.1 (11) | 10 (11) | 10 (11) | 10 (11) | 10 (11) | 10 (11) | 15/15 |
| 1komma2mir brockhoff | 2.4 (2) | 5.8 (4) | 6.1 (4) | 6.1 (4) | 6.1 (4) | 6.1 (4) | 6.1 (4) | 15/15 |
| 1komma2mirser brockhoff | 1.6 (0.6) | 3.0 (2) | 3.2 (2) | 3.2 (2) | 3.2 (2) | 3.2 (2) | 3.2 (2) | 15/15 |
| 1komma2ser brockhoff | 1.9 (1) | 5.6 (4) | 6.3 (5) | 6.4 (5) | 6.4 (5) | 6.4 (5) | 6.4 (5) | 15/15 |
| 1komma4 brockhoff | 2.7 (2) | 4.6 (3) | 5.0 (3) | 5.0 (3) | 5.0 (3) | 5.0 (3) | 5.0 (3) | 15/15 |
| 1komma4mir brockhoff | 2.3 (1) | 5.1 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 15/15 |
| 1komma4mirser brockhoff | 1.9 (2) | 3.5 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 15/15 |
| 1komma4ser brockhoff | 2.1 (2) | 5.8 (6) | 6.2 (6) | 6.2 (6) | 6.2 (6) | 6.2 (6) | 6.2 (6) | 15/15 |
| 1plus1 brockhoff | 2.0 (1) | 4.9 (4) | 5.3 (4) | 5.3 (4) | 5.3 (4) | 5.3 (4) | 5.3 (4) | 15/15 |
| 1plus2mirser brockhoff | 1.6 (1) | 3.2 (2) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 15/15 |
| ABC elabd | 4.2 (5) | 21 (13) | 27 (21) | 28 (21) | 28 (21) | 28 (21) | 28 (21) | 30/30 |
| AVGNEWUOA ros | 1.0 (0.2) | 1.7 (0.2) | 1.8 (0.2)★ | 1.8 (0.2)★ | 1.8 (0.2)★ | 1.8 (0.2)★ | 1.8 (0.2)★ | 15/15 |
| CMAEGS finck | 3.1 (3) | 7.7 (7) | 7.8 (7) | 7.8 (7) | 7.8 (7) | 7.8 (7) | 7.8 (7) | 15/15 |
| DE-F-AUC fialho | 3.0 (3) | 10 (5) | 11 (6) | 11 (6) | 11 (6) | 11 (6) | 11 (6) | 15/15 |
| DEuniform fialho | 4.7 (6) | 16 (9) | 16 (10) | 16 (10) | 16 (10) | 16 (10) | 16 (10) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.0 (2) | 6.3 (2) | 6.7 (2) | 6.7 (2) | 6.7 (2) | 6.7 (2) | 6.7 (2) | 15/15 |
| IPOP-CMA-ES ros | 2.8 (2) | 7.7 (3) | 8.8 (4) | 8.8 (3) | 8.8 (3) | 8.8 (3) | 8.8 (3) | 15/15 |
| MOS torre | 5.4 (5) | 21 (10) | 25 (12) | 26 (12) | 26 (12) | 26 (12) | 26 (12) | 15/15 |
| NBC-CMA preuss | 3.9 (4) | 67 (28) | 79 (4) | 82 (4) | 82 (4) | 82 (4) | 82 (4) | 15/15 |
| PM-AdapSS-DE fialho | 6.5 (0.4) | 10 (4) | 12 (4) | 12 (4) | 12 (4) | 12 (4) | 12 (4) | 15/15 |
| RCGA tran | 5.2 (4) | 667 (169) | 1278 (323) | 2418 (1421) | 3639 (1458) | 6327 (1412) | 3.7e4 (4e4) | 1/15 |
| SPSA finck | 17 (24) | 41 (42) | 44 (44) | 44 (44) | 44 (44) | 44 (44) | 44 (44) | 15/15 |
| oPOEMS kubalic | 116 (31) | 155 (53) | 172 (72) | 184 (81) | 189 (97) | 190 (98) | 190 (98) | 15/15 |
| pPOEMS kubalic | 58 (64) | 162 (50) | 176 (52) | 180 (50) | 181 (51) | 181 (51) | 181 (51) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.3 (5) | 4.6 (4) | 3.9 (4) | 5.1 (3) | 6.5 (4) | 6.8 (3) | 6.5 (3) | 15/15 |
| 1komma2mir brockhoff | 2.3 (2) | 4.6 (3) | 5.9 (4) | 5.8 (3) | 6.0 (2) | 6.8 (3) | 6.4 (2) | 15/15 |
| 1komma2mirser brockhoff | 3.1 (3) | 4.5 (3) | 3.8 (3) | 4.3 (1) | 5.6 (3) | 5.2 (2) | 5.3 (2) | 15/15 |
| 1komma2ser brockhoff | 4.0 (8) | 7.3 (8) | 16 (17) | 14 (15) | 14 (12) | 12 (9) | 11 (7) | 15/15 |
| 1komma4 brockhoff | 1.6 (2) | 2.7 (2) | 2.6 (1) | 2.9 (0.9) | 3.1 (0.9) | 3.1 (0.6) | 3.2 (0.5) | 15/15 |
| 1komma4mir brockhoff | 1.4 (0.8) | 2.2 (1) | 2.7 (0.9) | 3.0 (1) | 3.0 (0.8) | 3.0 (0.6) | 3.0 (0.5) | 15/15 |
| 1komma4mirser brockhoff | 1.7 (2) | 2.7 (2) | 2.5 (1) | 2.4 (1) | 2.5 (0.7) | 2.4 (0.4) | 2.3 (0.4) | 15/15 |
| 1komma4ser brockhoff | 1.9 (4) | 2.6 (2) | 2.7 (2) | 2.6 (1) | 2.7 (2) | 2.6 (1) | 2.6 (0.9) | 15/15 |
| 1plus1 brockhoff | 2.0 (1) | 2.4 (1) | 2.2 (0.8) | 2.3 (0.7) | 2.2 (0.7) | 2.1 (0.5) | 2.1 (0.4) | 15/15 |
| 1plus2mirser brockhoff | 1.1 (1) | 1.9 (0.6) | 1.8 (0.4) | 1.9 (0.8) | 1.9 (0.5) | 2.0 (0.3) | 2.0 (0.3) | 15/15 |
| ABC elabd | 2.7 (3) | 9.4 (7) | 20 (20) | 51 (57) | 149 (171) | 870 (2115) | 1171 (1667) | 20/30 |
| AVGNEWUOA ros | 3.0 (4) | 4.7 (5) | 3.9 (4) | 4.3 (4) | 4.4 (3) | 4.7 (2) | 4.6 (2) | 15/15 |
| CMAEGS finck | 70 (106) | 901 (1446) | 1848 (2466) | 1423 (1874) | 1564 (2251) | 1115 (1589) | 1133 (1616) | 9/15 |
| DE-F-AUC fialho | 2.9 (3) | 5.9 (4) | 6.3 (2) | 7.3 (2) | 7.8 (2) | 8.5 (0.9) | 8.9 (0.9) | 15/15 |
| DEuniform fialho | 2.8 (3) | 7.7 (4) | 7.8 (2) | 8.5 (2) | 9.1 (1) | 9.4 (0.9) | 10 (0.6) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.0 (1) | 3.2 (2) | 3.2 (1) | 3.5 (0.8) | 4.0 (0.9) | 3.9 (0.7) | 3.8 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 2.3 (2) | 5.0 (3) | 4.2 (2) | 4.7 (2) | 4.5 (2) | 4.3 (1) | 4.5 (0.9) | 15/15 |
| MOS torre | 2.4 (4) | 12 (10) | 13 (6) | 16 (5) | 16 (5) | 17 (3) | 18 (2) | 15/15 |
| NBC-CMA preuss | 2.9 (4) | 8.3 (7) | 33 (5) | 28 (2) | 24 (2) | 19 (1) | 17 (1) | 15/15 |
| PM-AdapSS-DE fialho | 1.9 (1) | 4.0 (3) | 6.1 (2) | 8.1 (1) | 8.8 (1) | 8.7 (1.0) | 8.9 (0.9) | 15/15 |
| RCGA tran | 5.9 (4) | 120 (238) | 375 (623) | 593 (1062) | 1340 (1536) | 3124 (4002) | 5742 (4576) | 1/15 |
| SPSA finck | 9892 (2e4) | 8413 (1e4) | 7901 (1e4) | 8255 (1e4) | 2.0e4 (2e4) | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 59 (31) | 91 (100) | 99 (68) | 112 (46) | 121 (45) | 135 (40) | 148 (21) | 15/15 |
| pPOEMS kubalic | 52 (16) | 115 (202) | 362 (280) | 599 (220) | 806 (210) | 910 (171) | 980 (107) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.6 (6) | 6.6 (9) | 24 (30) | 13 (14) | 37 (32) | 37 (32) | 259 (207) | 0/15 |
| 1komma2mir brockhoff | 5.8 (6) | 9.3 (11) | 10 (9) | 17 (21) | 23 (34) | 23 (34) | 54 (60) | 5/15 |
| 1komma2mirser brockhoff | 4.6 (2) | 4.5 (4) | 13 (12) | 24 (27) | 31 (46) | 31 (46) | 69 (87) | 4/15 |
| 1komma2ser brockhoff | 23 (19) | 22 (32) | 15 (23) | 27 (44) | 35 (49) | 35 (47) | 89 (110) | 2/15 |
| 1komma4 brockhoff | 5.4 (6) | 3.7 (4) | 4.2 (4) | 2.8 (4) | 3.0 (3) | 3.0 (3) | 4.3 (5) | 15/15 |
| 1komma4mir brockhoff | 5.2 (8) | 5.8 (6) | 4.8 (7) | 4.9 (9) | 5.3 (8) | 5.3 (8) | 5.6 (7) | 15/15 |
| 1komma4mirser brockhoff | 17 (3) | 6.4 (8) | 4.4 (5) | 2.3 (2) | 2.7 (3) | 2.7 (3) | 6.4 (10) | 15/15 |
| 1komma4ser brockhoff | 3.7 (3) | 5.1 (4) | 3.8 (4) | 3.6 (4) | 5.6 (5) | 5.6 (5) | 7.7 (9) | 15/15 |
| 1plus1 brockhoff | 3.9 (5) | 2.8 (2) | 2.0 (2) | 0.72 (0.6) | 0.70 (0.5) | 0.70 (0.5) | 0.72 (0.5) | 15/15 |
| 1plus2mirser brockhoff | 5.0 (8) | 4.4 (6) | 2.6 (2) | 1.1 (1) | 1.0 (1) | 1.0 (1) | 0.99 (0.9) | 15/15 |
| ABC elabd | 6.8 (8) | 4.2 (4) | 10 (14) | 17 (24) | 60 (99) | 60 (99) | 123 (217) | 24/30 |
| AVGNEWUOA ros | 4.2 (0.5) | 3.7 (4) | 6.8 (7) | 5.0 (5) | 10 (13) | 10 (13) | 9.0 (12) | 15/15 |
| CMAEGS finck | 919 (2148) | 730 (429) | 593 (1515) | 938 (1259) | 1091 (1191) | 1091 (1283) | 1611 (1461) | 1/15 |
| DE-F-AUC fialho | 4.2 (5) | 3.0 (3) | 2.3 (1) | 1.3 (0.4) | 1.4 (0.4) | 1.4 (0.4) | 1.6 (0.4) | 15/15 |
| DEuniform fialho | 6.9 (8) | 3.9 (2) | 2.8 (1) | 1.3 (0.5) | 1.3 (0.4) | 1.3 (0.4) | 1.4 (0.5) | 15/15 |
| IPOP-ACTCMA-ES ros | 6.6 (8) | 3.9 (3) | 2.6 (2) | 1.0 (0.8) | 1.1 (0.6) | 1.1 (0.6) | 1.4 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 7.9 (9) | 4.1 (3) | 3.7 (3) | 1.9 (1) | 1.7 (1) | 1.7 (1) | 1.9 (1) | 15/15 |
| MOS torre | 4.6 (4) | 4.0 (3) | 5.2 (3) | 3.0 (1) | 3.4 (1) | 3.4 (1) | 3.5 (1) | 15/15 |
| NBC-CMA preuss | 4.3 (5) | 3.9 (2) | 4.6 (3) | 2.5 (0.5) | 2.7 (1) | 2.7 (1) | 4.5 (1) | 15/15 |
| PM-AdapSS-DE fialho | 4.6 (4) | 3.2 (2) | 2.7 (1) | 1.4 (0.3) | 1.4 (0.2) | 1.4 (0.2) | 1.6 (0.3) | 15/15 |
| RCGA tran | 4.4 (5) | 7.1 (8) | 81 (173) | 127 (164) | 240 (299) | 240 (322) | 302 (320) | 9/15 |
| SPSA finck | 1.9e4 (3e4) | 4.0e4 (5e4) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 177 (44) | 40 (17) | 41 (22) | 19 (11) | 22 (12) | 22 (12) | 24 (11) | 15/15 |
| pPOEMS kubalic | 116 (95) | 42 (19) | 45 (45) | 70 (64) | 96 (50) | 96 (50) | 125 (64) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 28 (8) | 65 (109) | 35 (53) | 35 (46) | 22 (22) | 23 (21) | 20 (17) | 15/15 |
| 1komma2mir brockhoff | 26 (65) | 47 (79) | 27 (37) | 31 (31) | 18 (17) | 18 (15) | 16 (12) | 15/15 |
| 1komma2mirser brockhoff | 6.1 (7) | 19 (32) | 15 (17) | 21 (10) | 12 (7) | 12 (7) | 11 (6) | 15/15 |
| 1komma2ser brockhoff | 58 (87) | 236 (382) | 122 (135) | 118 (127) | 87 (113) | 96 (108) | 82 (94) | 13/15 |
| 1komma4 brockhoff | 5.7 (7) | 22 (23) | 13 (12) | 13 (8) | 8.0 (5) | 8.4 (4) | 7.7 (3) | 15/15 |
| 1komma4mir brockhoff | 5.9 (4) | 8.0 (11) | 6.7 (5) | 7.9 (5) | 5.4 (2) | 6.1 (2) | 5.6 (2) | 15/15 |
| 1komma4mirser brockhoff | 3.1 (2) | 10 (18) | 7.0 (8) | 8.7 (7) | 5.1 (4) | 5.2 (3) | 4.7 (2) | 15/15 |
| 1komma4ser brockhoff | 6.0 (7) | 18 (24) | 11 (11) | 11 (9) | 7.1 (4) | 7.2 (4) | 6.5 (3) | 15/15 |
| 1plus1 brockhoff | 5.6 (5) | 12 (16) | 6.4 (7) | 6.8 (5) | 4.1 (3) | 4.3 (2) | 4.0 (2) | 15/15 |
| 1plus2mirser brockhoff | 3.8 (4) | 6.6 (9) | 5.0 (4) | 5.3 (3) | 3.2 (2) | 3.4 (2) | 3.2 (1) | 15/15 |
| ABC elabd | 6.2 (5) | 10 (11) | 18 (24) | 189 (180) | 826 (1168) | 1.8e4 (2e4) | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 2.8 (2) | 4.6 (4) | 2.3 (2) | 2.4 (2)★ | 1.4 (0.8)★2 | 1.4 (0.8)★3 | 1.3 (0.7)★3 | 15/15 |
| CMAEGS finck | 21 (26) | 42 (22) | 34 (23) | 43 (13) | 25 (7) | 26 (7) | 25 (6) | 15/15 |
| DE-F-AUC fialho | 7.9 (8) | 11 (7) | 6.2 (3) | 10 (4) | 6.8 (3) | 8.2 (2) | 8.5 (1) | 15/15 |
| DEuniform fialho | 7.2 (8) | 10 (9) | 394 (6) | 321 (6) | 174 (2) | 161 (1) | 136 (1) | 14/15 |
| IPOP-ACTCMA-ES ros | 7.1 (7) | 7.9 (10) | 7.5 (6) | 8.6 (4) | 5.2 (2) | 5.6 (2) | 5.2 (2) | 15/15 |
| IPOP-CMA-ES ros | 5.9 (4) | 14 (22) | 9.4 (10) | 11 (7) | 6.3 (3) | 6.7 (3) | 6.1 (3) | 15/15 |
| MOS torre | 6.7 (8) | 16 (14) | 15 (12) | 22 (17) | 14 (7) | 17 (9) | 17 (8) | 15/15 |
| NBC-CMA preuss | 6.5 (6) | 10 (8) | 13 (8) | 20 (6) | 13 (7) | 17 (6) | 17 (6) | 15/15 |
| PM-AdapSS-DE fialho | 7.5 (6) | 8.0 (5) | 7.4 (4) | 8.5 (4) | 6.1 (2) | 7.5 (1) | 7.9 (1) | 15/15 |
| RCGA tran | 11 (12) | 16 (10) | 142 (146) | 480 (562) | 785 (741) | 7166 (8245) | 1.3e4 (2e4) | 1/15 |
| SPSA finck | 3410 (1021) | 7112 (8481) | 2.2e4 (2e4) | 6.2e4 (8e4) | 3.4e4 (3e4) | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 224 (229) | 379 (128) | 171 (52) | 186 (53) | 119 (39) | 177 (256) | 193 (213) | 15/15 |
| pPOEMS kubalic | 120 (79) | 109 (92) | 126 (115) | 488 (302) | 465 (196) | 796 (102) | 1002 (101) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 69 (46) | 38 (51) | 55 (52) | 51 (40) | 36 (24) | 32 (21) | 29 (18) | 15/15 |
| 1komma2mir brockhoff | 24 (44) | 18 (40) | 26 (32) | 28 (20) | 21 (12) | 19 (9) | 18 (8) | 15/15 |
| 1komma2mirser brockhoff | 22 (26) | 15 (28) | 22 (27) | 22 (17) | 17 (12) | 16 (10) | 15 (9) | 15/15 |
| 1komma2ser brockhoff | 21 (23) | 42 (114) | 108 (151) | 87 (103) | 64 (77) | 59 (66) | 55 (64) | 15/15 |
| 1komma4 brockhoff | 21 (25) | 8.0 (8) | 11 (10) | 11 (7) | 8.0 (4) | 7.7 (3) | 7.4 (3) | 15/15 |
| 1komma4mir brockhoff | 22 (24) | 3.1 (2) | 11 (6) | 9.4 (5) | 7.5 (2) | 7.1 (2) | 7.2 (2) | 15/15 |
| 1komma4mirser brockhoff | 29 (30) | 4.0 (6) | 6.1 (6) | 6.2 (4) | 4.7 (3) | 4.5 (2) | 4.6 (2) | 15/15 |
| 1komma4ser brockhoff | 15 (14) | 8.2 (11) | 10 (10) | 10 (9) | 7.9 (5) | 7.6 (4) | 7.2 (4) | 15/15 |
| 1plus1 brockhoff | 21 (20) | 5.4 (5) | 6.4 (6) | 5.7 (4) | 4.2 (2) | 4.2 (2) | 4.1 (2) | 15/15 |
| 1plus2mirser brockhoff | 26 (16) | 4.9 (7) | 5.3 (5) | 5.1 (4) | 3.7 (2) | 3.7 (2) | 3.8 (2) | 15/15 |
| ABC elabd | 29 (22) | 6.7 (8) | 14 (12) | 42 (41) | 240 (452) | 5146 (7296) | 9439 (8757) | 7/30 |
| AVGNEWUOA ros | 22 (20) | 4.6 (3) | 4.0 (3) | 3.2 (2) | 2.3 (1) | 2.1 (1)★ | 1.9 (0.9)★3 | 15/15 |
| CMAEGS finck | 693 (1152) | 64 (93) | 58 (72) | 49 (49) | 33 (31) | 31 (28) | 30 (23) | 15/15 |
| DE-F-AUC fialho | 44 (44) | 7.8 (6) | 489 (8) | 340 (20) | 223 (21) | 390 (1236) | 346 (1087) | 13/15 |
| DEuniform fialho | 28 (33) | 7.2 (7) | 10 (5) | 12 (4) | 10 (2) | 11 (3) | 11 (2) | 15/15 |
| IPOP-ACTCMA-ES ros | 22 (22) | 6.8 (5) | 8.8 (5) | 7.9 (4) | 6.2 (2) | 6.0 (2) | 6.0 (1) | 15/15 |
| IPOP-CMA-ES ros | 39 (24) | 10 (15) | 12 (12) | 11 (9) | 7.8 (5) | 7.4 (4) | 7.2 (4) | 15/15 |
| MOS torre | 20 (18) | 6.1 (5) | 8.4 (3) | 11 (5) | 11 (3) | 13 (2) | 14 (1) | 15/15 |
| NBC-CMA preuss | 32 (31) | 8.0 (8) | 18 (12) | 17 (6) | 13 (3) | 16 (3) | 17 (3) | 15/15 |
| PM-AdapSS-DE fialho | 33 (16) | 11 (3) | 497 (48) | 713 (2275) | 464 (1471) | 392 (1236) | 347 (1087) | 13/15 |
| RCGA tran | 49 (55) | 7.9 (7) | 29 (18) | 205 (244) | 988 (880) | 2871 (3338) | 1.5e4 (2e4) | 1/15 |
| SPSA finck | 5.5e4 (1e5) | 8802 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 558 (162) | 57 (38) | 75 (67) | 104 (64) | 106 (28) | 128 (35) | 157 (25) | 15/15 |
| pPOEMS kubalic | 558 (270) | 50 (36) | 173 (186) | 498 (352) | 605 (150) | 898 (124) | 1110 (136) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 39 (38) | 39 (23) | 36 (18) | 33 (16) | 31 (14) | 27 (11) | 23 (9) | 15/15 |
| 1komma2mir brockhoff | 48 (32) | 35 (21) | 33 (10) | 30 (7) | 27 (7) | 25 (4) | 22 (4) | 15/15 |
| 1komma2mirser brockhoff | 29 (24) | 22 (15) | 21 (13) | 23 (7) | 21 (6) | 19 (5) | 17 (4) | 15/15 |
| 1komma2ser brockhoff | 120 (134) | 114 (72) | 105 (56) | 95 (50) | 92 (75) | 80 (61) | 68 (51) | 15/15 |
| 1komma4 brockhoff | 8.8 (10) | 11 (6) | 11 (3) | 11 (2) | 10 (1) | 8.8 (1) | 8.0 (1) | 15/15 |
| 1komma4mir brockhoff | 12 (9) | 13 (3) | 12 (2) | 11 (2) | 10 (1) | 9.4 (1) | 8.5 (1.0) | 15/15 |
| 1komma4mirser brockhoff | 7.8 (7) | 7.5 (4) | 8.0 (2) | 7.6 (2) | 7.1 (2) | 6.6 (1) | 5.9 (1) | 15/15 |
| 1komma4ser brockhoff | 8.8 (7) | 8.3 (5) | 8.7 (5) | 8.4 (2) | 8.4 (2) | 7.5 (2) | 6.7 (1) | 15/15 |
| 1plus1 brockhoff | 6.4 (5) | 5.5 (3) | 5.6 (1) | 5.5 (1) | 5.2 (0.9) | 5.0 (0.7) | 4.5 (0.7) | 15/15 |
| 1plus2mirser brockhoff | 5.6 (3) | 5.6 (1) | 5.4 (0.8) | 5.0 (0.8) | 4.9 (0.9) | 4.5 (0.7) | 4.2 (0.6) | 15/15 |
| ABC elabd | 20 (22) | 96 (119) | 767 (800) | 6925 (8822) | ∞ | ∞ | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 3.8 (4) | 4.8 (5) | 6.9 (4) | 7.6 (4) | 8.8 (5) | 10 (5) | 11 (5) | 15/15 |
| CMAEGS finck | 143 (46) | 362 (17) | 639 (1852) | 863 (1646) | 776 (1477) | 646 (1226) | 543 (1025) | 12/15 |
| DE-F-AUC fialho | 6.7 (3) | 6.8 (1) | 7.2 (1) | 7.7 (1.0) | 8.3 (0.9) | 8.5 (0.7) | 8.6 (0.7) | 15/15 |
| DEuniform fialho | 7.2 (3) | 6.9 (2) | 7.5 (1) | 8.1 (0.9) | 8.4 (1) | 9.1 (0.9) | 9.3 (1.0) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.3 (4) | 5.4 (3) | 5.8 (2) | 6.1 (1) | 5.9 (1) | 5.4 (0.9) | 5.2 (0.8) | 15/15 |
| IPOP-CMA-ES ros | 10 (6) | 8.6 (4) | 8.4 (1) | 7.8 (1) | 7.6 (1) | 6.9 (1) | 6.4 (1) | 15/15 |
| MOS torre | 13 (8) | 18 (6) | 20 (6) | 20 (5) | 20 (5) | 20 (4) | 19 (3) | 15/15 |
| NBC-CMA preuss | 25 (11) | 51 (31) | 64 (31) | 77 (24) | 81 (19) | 96 (17) | 87 (14) | 15/15 |
| PM-AdapSS-DE fialho | 7.4 (2) | 6.5 (1) | 7.2 (1) | 7.4 (0.8) | 7.8 (1) | 8.4 (0.6) | 8.9 (0.8) | 15/15 |
| RCGA tran | 114 (186) | 1495 (2720) | 1865 (3802) | 3097 (3688) | 6583 (9719) | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 868 (1181) | 1862 (2400) | 1.7e4 (2e4) | 2.4e4 (2e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 300 (789) | 738 (1002) | 1316 (881) | 1754 (1155) | 1893 (1067) | 2690 (1483) | 2644 (1683) | 15/15 |
| pPOEMS kubalic | 154 (214) | 461 (342) | 833 (257) | 1015 (288) | 1262 (257) | 1576 (283) | 1740 (186) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 27 (27) | 35 (28) | 35 (18) | 30 (13) | 29 (12) | 25 (10) | 22 (8) | 15/15 |
| 1komma2mir brockhoff | 34 (30) | 36 (16) | 34 (15) | 29 (11) | 28 (9) | 25 (8) | 22 (7) | 15/15 |
| 1komma2mirser brockhoff | 25 (27) | 26 (23) | 28 (12) | 26 (10) | 25 (10) | 22 (8) | 19 (6) | 15/15 |
| 1komma2ser brockhoff | 53 (78) | 75 (56) | 106 (67) | 86 (55) | 85 (85) | 72 (75) | 61 (62) | 14/15 |
| 1komma4 brockhoff | 12 (8) | 12 (7) | 11 (3) | 10 (2) | 10 (2) | 8.8 (1) | 7.9 (1) | 15/15 |
| 1komma4mir brockhoff | 12 (8) | 13 (3) | 12 (3) | 11 (2) | 10 (2) | 9.3 (2) | 8.3 (1) | 15/15 |
| 1komma4mirser brockhoff | 6.9 (6) | 8.5 (6) | 9.3 (3) | 8.4 (2) | 8.0 (2) | 7.1 (1) | 6.4 (1) | 15/15 |
| 1komma4ser brockhoff | 11 (9) | 10 (7) | 10 (6) | 8.6 (3) | 8.3 (3) | 7.6 (2) | 6.7 (2) | 15/15 |
| 1plus1 brockhoff | 4.2 (4) | 6.5 (1) | 6.8 (0.9) | 5.8 (0.8) | 5.6 (0.6) | 5.1 (0.5) | 4.8 (0.4) | 15/15 |
| 1plus2mirser brockhoff | 3.3 (3) | 5.5 (1) | 5.7 (0.7) | 5.0 (0.5) | 4.9 (0.6) | 4.6 (0.4) | 4.2 (0.4)★ | 15/15 |
| ABC elabd | 11 (11) | 103 (141) | 821 (914) | 7816 (9634) | 4.1e4 (5e4) | ∞ | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 1.5 (0.8) | 3.3 (2)★ | 5.2 (3) | 5.3 (4) | 6.9 (4) | 8.0 (5) | 8.8 (5) | 15/15 |
| CMAEGS finck | 521 (1450) | 994 (2232) | 1277 (3007) | 1257 (1627) | 1166 (1499) | 967 (1900) | 812 (2071) | 11/15 |
| DE-F-AUC fialho | 6.4 (2) | 7.0 (1) | 8.0 (1) | 7.9 (1.0) | 8.2 (1.0) | 8.8 (0.9) | 9.0 (0.8) | 15/15 |
| DEuniform fialho | 6.0 (3) | 6.9 (1) | 7.9 (1) | 8.3 (1) | 8.5 (1) | 9.0 (1) | 9.4 (0.5) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.2 (4) | 6.7 (3) | 7.0 (1) | 6.1 (1) | 6.1 (0.9) | 5.8 (1) | 5.5 (0.9) | 15/15 |
| IPOP-CMA-ES ros | 7.6 (6) | 8.3 (5) | 8.8 (2) | 7.6 (2) | 7.5 (2) | 6.8 (1) | 6.4 (0.9) | 15/15 |
| MOS torre | 13 (10) | 19 (6) | 23 (4) | 21 (3) | 21 (3) | 21 (2) | 20 (2) | 15/15 |
| NBC-CMA preuss | 25 (28) | 41 (56) | 58 (73) | 65 (60) | 87 (54) | 102 (38) | 88 (31) | 15/15 |
| PM-AdapSS-DE fialho | 6.3 (3) | 7.3 (2) | 8.3 (1) | 8.2 (2) | 8.9 (1.0) | 9.2 (0.9) | 9.4 (1) | 15/15 |
| RCGA tran | 75 (12) | 958 (2349) | 2155 (2425) | 6880 (1e4) | ∞ | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 1414 (2700) | 4983 (7370) | 1.8e4 (2e4) | 4.7e4 (4e4) | 4.3e4 (4e4) | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 537 (846) | 811 (1091) | 1309 (1404) | 1881 (1539) | 2305 (1404) | 2838 (1483) | 3257 (777) | 15/15 |
| pPOEMS kubalic | 114 (126) | 477 (340) | 874 (551) | 1082 (210) | 1268 (200) | 1651 (243) | 1788 (163) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (22) | 24 (22) | 27 (30) | 32 (35) | 33 (36) | 35 (43) | 30 (34) | 14/15 |
| 1komma2mir brockhoff | 32 (33) | 28 (26) | 26 (20) | 26 (16) | 24 (15) | 20 (19) | 21 (18) | 14/15 |
| 1komma2mirser brockhoff | 43 (87) | 52 (77) | 43 (63) | 37 (51) | 34 (45) | 25 (31) | 21 (24) | 15/15 |
| 1komma2ser brockhoff | 96 (131) | 171 (168) | 142 (127) | 116 (99) | 105 (125) | 73 (86) | 57 (68) | 13/15 |
| 1komma4 brockhoff | 16 (18) | 21 (34) | 18 (27) | 16 (22) | 16 (21) | 13 (15) | 11 (13) | 15/15 |
| 1komma4mir brockhoff | 16 (19) | 21 (26) | 19 (18) | 18 (16) | 17 (15) | 15 (13) | 13 (12) | 15/15 |
| 1komma4mirser brockhoff | 16 (21) | 22 (26) | 18 (21) | 16 (20) | 15 (18) | 12 (14) | 10 (12) | 15/15 |
| 1komma4ser brockhoff | 14 (12) | 20 (36) | 16 (33) | 15 (31) | 14 (28) | 11 (23) | 10 (20) | 15/15 |
| 1plus1 brockhoff | 8.9 (5) | 10 (4) | 7.7 (5) | 7.0 (6) | 6.7 (6) | 5.6 (6) | 5.2 (5) | 15/15 |
| 1plus2mirser brockhoff | 4.3 (3) | 7.6 (7) | 6.9 (9) | 6.5 (8) | 6.5 (7) | 5.8 (6) | 5.6 (6) | 15/15 |
| ABC elabd | 13 (10) | 176 (76) | 569 (1081) | 1468 (2166) | 2627 (3788) | 2785 (3783) | 2254 (2822) | 12/30 |
| AVGNEWUOA ros | 0.97 (0.5)★2 | 1.6 (1)★2 | 1.5 (2)★2 | 1.5 (2)★2 | 1.5 (2)★2 | 1.4 (2)★2 | 1.4 (2)★ | 15/15 |
| CMAEGS finck | 1082 (1879) | 8155 (1e4) | 1.1e4 (2e4) | 8737 (8494) | 1.2e4 (1e4) | 1.8e4 (2e4) | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 8.2 (4) | 8.3 (5) | 7.5 (3) | 7.2 (2) | 7.6 (3) | 7.5 (3) | 7.2 (3) | 15/15 |
| DEuniform fialho | 8.1 (4) | 321 (7) | 417 (1334) | 335 (1065) | 301 (953) | 208 (653) | 165 (514) | 13/15 |
| IPOP-ACTCMA-ES ros | 5.1 (6) | 7.8 (6) | 8.3 (5) | 8.2 (7) | 8.4 (7) | 13 (8) | 11 (7) | 15/15 |
| IPOP-CMA-ES ros | 10 (6) | 12 (8) | 9.3 (12) | 9.0 (13) | 8.6 (13) | 7.2 (10) | 6.4 (10) | 15/15 |
| MOS torre | 17 (15) | 22 (11) | 18 (5) | 18 (9) | 19 (9) | 17 (11) | 17 (11) | 15/15 |
| NBC-CMA preuss | 21 (15) | 66 (76) | 74 (100) | 69 (75) | 76 (72) | 69 (54) | 57 (44) | 15/15 |
| PM-AdapSS-DE fialho | 8.3 (4) | 8.6 (4) | 198 (4) | 335 (1065) | 301 (953) | 333 (655) | 262 (514) | 12/15 |
| RCGA tran | 120 (17) | 731 (1208) | 854 (1366) | 805 (1170) | 1021 (1468) | 1572 (2023) | 1572 (2080) | 1/15 |
| SPSA finck | 1.6e4 (2e4) | 6.1e4 (5e4) | 3.7e4 (3e4) | 3.0e4 (3e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 336 (692) | 727 (1090) | 1041 (1305) | 1491 (2040) | 2232 (3252) | 2523 (3237) | 2592 (2384) | 11/15 |
| pPOEMS kubalic | 285 (341) | 408 (451) | 623 (349) | 668 (238) | 729 (209) | 798 (191) | 842 (149) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 16 (30) | 30 (27) | 32 (15) | 29 (10) | 29 (13) | 28 (9) | 37 (20) | 15/15 |
| 1komma2mir brockhoff | 12 (22) | 32 (33) | 41 (40) | 39 (26) | 40 (27) | 67 (37) | 68 (54) | 13/15 |
| 1komma2mirser brockhoff | 11 (20) | 26 (25) | 30 (23) | 31 (20) | 37 (35) | 51 (31) | 51 (28) | 13/15 |
| 1komma2ser brockhoff | 67 (73) | 58 (53) | 100 (138) | 97 (95) | 94 (73) | 102 (112) | 152 (127) | 7/15 |
| 1komma4 brockhoff | 7.0 (10) | 10 (7) | 10 (5) | 8.5 (4) | 10 (3) | 10 (1) | 10 (1) | 15/15 |
| 1komma4mir brockhoff | 6.2 (9) | 7.7 (6) | 7.8 (5) | 11 (4) | 11 (4) | 11 (3) | 11 (2) | 15/15 |
| 1komma4mirser brockhoff | 2.8 (1) | 6.5 (7) | 8.3 (5) | 7.2 (3) | 7.3 (2) | 7.3 (2) | 8.0 (2) | 15/15 |
| 1komma4ser brockhoff | 9.0 (12) | 10 (7) | 10 (7) | 10 (5) | 10 (4) | 10 (3) | 10 (3) | 15/15 |
| 1plus1 brockhoff | 4.0 (5) | 5.6 (4) | 6.9 (5) | 6.6 (4) | 6.0 (3) | 7.1 (3) | 8.0 (4) | 15/15 |
| 1plus2mirser brockhoff | 3.6 (4) | 5.6 (3) | 9.1 (6) | 8.2 (5) | 8.1 (5) | 8.1 (5) | 8.9 (4) | 15/15 |
| ABC elabd | 5.5 (5) | 61 (65) | 2278 (2828) | 1.8e4 (3e4) | ∞ | ∞ | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 6.6 (9) | 17 (27) | 38 (57) | 54 (47) | 73 (96) | 140 (164) | 772 (1397) | 1/15 |
| CMAEGS finck | 379 (779) | 2727 (3971) | 4987 (5970) | 9966 (1e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 4.4 (3) | 6.9 (2) | 8.3 (2) | 8.5 (1) | 9.3 (1) | 9.3 (1) | 9.5 (1.0) | 15/15 |
| DEuniform fialho | 4.4 (3) | 7.1 (2) | 8.5 (2) | 8.2 (0.9) | 8.8 (1) | 10 (1) | 10 (0.9) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.3 (3) | 6.1 (3) | 6.2 (2) | 5.9 (2) | 6.1 (1) | 5.9 (1) | 5.8 (0.8) | 15/15 |
| IPOP-CMA-ES ros | 4.9 (4) | 6.3 (3) | 6.7 (3) | 6.3 (2) | 6.6 (2) | 6.8 (1) | 7.1 (1) | 15/15 |
| MOS torre | 7.6 (6) | 17 (8) | 19 (6) | 19 (4) | 20 (2) | 19 (2) | 19 (1) | 15/15 |
| NBC-CMA preuss | 7.8 (7) | 14 (3) | 17 (6) | 25 (15) | 44 (24) | 48 (25) | 40 (19) | 15/15 |
| PM-AdapSS-DE fialho | 5.1 (1) | 6.4 (2) | 7.8 (1) | 8.1 (1) | 8.7 (1) | 9.2 (0.9) | 9.1 (0.8) | 15/15 |
| RCGA tran | 83 (233) | 1014 (1426) | 2825 (4588) | 7126 (7935) | 2.1e4 (2e4) | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 47 (62) | 333 (270) | 2477 (2199) | 1.6e4 (2e4) | 2.0e4 (2e4) | 3.1e4 (3e4) | ∞2e5 | 0/15 |
| oPOEMS kubalic | 54 (46) | 103 (45) | 147 (34) | 491 (772) | 1443 (2978) | 1.5e4 (2e4) | 6.9e4 (6e4) | 0/15 |
| pPOEMS kubalic | 47 (30) | 234 (188) | 862 (139) | 1073 (336) | 1436 (244) | 1964 (457) | 2204 (285) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (4) | 10 (12) | 7.5 (8) | 11 (9) | 18 (10) | 22 (7) | 29 (9) | 15/15 |
| 1komma2mir brockhoff | 2.9 (3) | 2.4 (2) | 4.6 (3) | 5.6 (3) | 11 (10) | 22 (13) | 30 (10) | 15/15 |
| 1komma2mirser brockhoff | 2.3 (2) | 2.8 (3) | 4.0 (2) | 4.8 (4) | 10 (10) | 19 (9) | 24 (5) | 15/15 |
| 1komma2ser brockhoff | 2.7 (3) | 4.1 (7) | 8.4 (8) | 13 (9) | 29 (28) | 64 (75) | 86 (70) | 14/15 |
| 1komma4 brockhoff | 3.7 (3) | 3.0 (2) | 2.8 (2) | 4.4 (1) | 4.8 (2) | 7.4 (3) | 8.8 (4) | 15/15 |
| 1komma4mir brockhoff | 2.6 (3) | 1.4 (2) | 3.0 (2) | 3.9 (1) | 6.1 (2) | 8.0 (3) | 10 (2) | 15/15 |
| 1komma4mirser brockhoff | 2.7 (4) | 2.4 (2) | 2.5 (2) | 3.1 (2) | 4.1 (2) | 5.3 (2) | 7.0 (0.8) | 15/15 |
| 1komma4ser brockhoff | 3.2 (4) | 2.4 (2) | 2.3 (2) | 3.4 (2) | 5.1 (2) | 7.3 (2) | 8.2 (1) | 15/15 |
| 1plus1 brockhoff | 2.5 (3) | 2.2 (2) | 2.8 (2) | 3.2 (1) | 3.1 (1) | 4.5 (0.9) | 5.0 (1) | 15/15 |
| 1plus2mirser brockhoff | 2.1 (2) | 2.0 (2) | 3.2 (1) | 3.5 (1) | 3.5 (1) | 3.9 (0.6) | 4.0 (0.8) | 15/15 |
| ABC elabd | 2.3 (2) | 5.0 (8) | 10 (9) | 18 (9) | 27 (24) | 1.2e4 (2e4) | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 4.7 (5) | 2.3 (2) | 1.4 (0.7) | 1.3 (0.5)★2 | 1.5 (0.5)★3 | 2.2 (0.7)★2 | 6.8 (5) | 6/15 |
| CMAEGS finck | 26 (24) | 18 (23) | 11 (9) | 15 (18) | 21 (16) | 37 (13) | 582 (1676) | 11/15 |
| DE-F-AUC fialho | 1.5 (1) | 3.8 (3) | 5.7 (4) | 10 (2) | 10 (2) | 8.8 (1) | 9.0 (0.8) | 15/15 |
| DEuniform fialho | 2.3 (2) | 3.8 (3) | 7.9 (4) | 10 (3) | 8.5 (2) | 9.0 (1) | 9.4 (1) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.2 (4) | 2.9 (2) | 3.3 (2) | 4.9 (1) | 4.9 (2) | 4.9 (1) | 5.9 (1.0) | 15/15 |
| IPOP-CMA-ES ros | 3.1 (4) | 3.1 (3) | 4.6 (2) | 5.1 (2) | 4.7 (2) | 6.1 (2) | 7.2 (0.6) | 15/15 |
| MOS torre | 2.5 (2) | 4.5 (4) | 13 (10) | 17 (5) | 18 (5) | 19 (3) | 20 (3) | 15/15 |
| NBC-CMA preuss | 2.7 (2) | 3.1 (2) | 12 (10) | 17 (2) | 14 (1) | 16 (5) | 22 (5) | 15/15 |
| PM-AdapSS-DE fialho | 2.4 (2) | 2.8 (2) | 7.7 (2) | 10 (2) | 9.2 (2) | 8.7 (1) | 9.0 (0.8) | 15/15 |
| RCGA tran | 2.1 (2) | 3.8 (4) | 28 (34) | 34 (23) | 71 (149) | 460 (425) | 1632 (1676) | 2/15 |
| SPSA finck | 339 (338) | 1040 (1490) | 537 (752) | 459 (617) | 846 (1719) | 4.2e4 (8e4) | 3.1e4 (5e4) | 0/15 |
| oPOEMS kubalic | 298 (228) | 78 (22) | 68 (58) | 143 (51) | 164 (61) | 248 (52) | 2037 (2364) | 3/15 |
| pPOEMS kubalic | 3.1 (2) | 60 (50) | 67 (56) | 398 (334) | 756 (205) | 1045 (193) | 1669 (378) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 3.0 (2) | 14 (19) | 17 (20) | 17 (22) | 16 (20) | 15 (17) | 13 (8) | 10/15 |
| 1komma2mir brockhoff | 0.83 (0.7) | 7.8 (7) | 10 (12) | 13 (13) | 13 (17) | 12 (13) | 11 (10) | 11/15 |
| 1komma2mirser brockhoff | 2.4 (1) | 6.8 (5) | 9.5 (8) | 9.2 (8) | 8.9 (8) | 8.1 (7) | 7.1 (6) | 14/15 |
| 1komma2ser brockhoff | 10 (18) | 15 (18) | 20 (31) | 24 (30) | 23 (28) | 21 (18) | 18 (17) | 8/15 |
| 1komma4 brockhoff | 2.1 (0.8) | 3.6 (3) | 2.7 (4) | 2.7 (4) | 2.6 (4) | 2.4 (3) | 2.1 (3) | 15/15 |
| 1komma4mir brockhoff | 1.1 (1.0) | 2.8 (3) | 4.7 (5) | 4.9 (6) | 4.7 (6) | 4.3 (6) | 3.8 (5) | 15/15 |
| 1komma4mirser brockhoff | 2.3 (5) | 3.6 (3) | 5.0 (6) | 4.9 (6) | 4.7 (6) | 4.2 (5) | 3.7 (5) | 15/15 |
| 1komma4ser brockhoff | 2.4 (2) | 5.8 (6) | 9.4 (10) | 9.1 (10) | 8.8 (9) | 7.9 (9) | 7.0 (9) | 13/15 |
| 1plus1 brockhoff | 3.2 (6) | 4.0 (4) | 6.5 (9) | 6.3 (8) | 6.1 (8) | 5.5 (7) | 4.8 (6) | 14/15 |
| 1plus2mirser brockhoff | 1.6 (0.9) | 3.4 (4) | 6.0 (9) | 5.8 (9) | 5.6 (9) | 5.1 (8) | 4.5 (7) | 14/15 |
| ABC elabd | 1.9 (2) | 8.8 (10) | 17 (29) | 75 (112) | 164 (209) | 495 (736) | 672 (682) | 7/30 |
| AVGNEWUOA ros | 2.5 (3) | 2.5 (3) | 3.3 (5) | 3.2 (5) | 3.1 (4) | 2.8 (4) | 2.4 (4) | 13/15 |
| CMAEGS finck | 109 (111) | 64 (126) | 158 (164) | 331 (364) | 418 (497) | 1067 (1019) | 933 (745) | 2/15 |
| DE-F-AUC fialho | 1.8 (2) | 1.7 (0.7) | 0.77 (0.2)↑1 | 0.95 (0.2) | 0.98 (0.2) | 1.0 (0.2) | 1.0 (0.1) | 15/15 |
| DEuniform fialho | 1.8 (2) | 1.5 (0.8) | 0.67 (0.3)↑0 | 0.88 (0.2) | 0.95 (0.1) | 1.0 (0.1) | 1.0 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.4 (1) | 2.6 (3) | 2.5 (2) | 2.9 (3) | 2.8 (3) | 2.7 (3) | 2.4 (3) | 15/15 |
| IPOP-CMA-ES ros | 0.99 (0.9) | 2.8 (3) | 2.5 (3) | 2.5 (3) | 2.4 (3) | 2.3 (3) | 2.1 (2) | 15/15 |
| MOS torre | 1.6 (2) | 4.0 (4) | 2.7 (3) | 3.3 (3) | 3.4 (3) | 3.3 (2) | 3.1 (2) | 15/15 |
| NBC-CMA preuss | 2.2 (2) | 2.7 (1) | 3.2 (4) | 4.2 (4) | 4.2 (4) | 4.0 (3) | 3.6 (3) | 15/15 |
| PM-AdapSS-DE fialho | 2.1 (2) | 1.7 (0.7) | 15 (0.3) | 14 (0.3) | 14 (0.3) | 13 (0.3) | 11 (0.2) | 14/15 |
| RCGA tran | 3.2 (4) | 32 (38) | 32 (25) | 40 (59) | 51 (62) | 80 (91) | 114 (104) | 3/15 |
| SPSA finck | 39 (11) | 1134 (979) | 1353 (2088) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 17 (6) | 20 (11) | 76 (116) | 76 (111) | 75 (108) | 71 (97) | 65 (85) | 14/15 |
| pPOEMS kubalic | 20 (8) | 46 (36) | 25 (16) | 50 (21) | 63 (9) | 82 (9) | 92 (8) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 3.1 (4) | 14 (13) | 19 (18) | 44 (59) | 74 (68) | 115 (134) | 125 (165) | 3/15 |
| 1komma2mir brockhoff | 23 (76) | 14 (25) | 32 (44) | 21 (27) | 20 (25) | 21 (22) | 19 (24) | 12/15 |
| 1komma2mirser brockhoff | 12 (3) | 20 (18) | 27 (39) | 21 (34) | 29 (47) | 48 (41) | 41 (60) | 8/15 |
| 1komma2ser brockhoff | 23 (5) | 39 (57) | 41 (57) | 74 (67) | 107 (133) | 696 (978) | 529 (651) | 0/15 |
| 1komma4 brockhoff | 10 (8) | 13 (18) | 7.1 (7) | 4.2 (4) | 4.4 (4) | 4.8 (5) | 4.0 (4) | 15/15 |
| 1komma4mir brockhoff | 4.1 (4) | 9.1 (14) | 5.4 (10) | 4.3 (6) | 4.4 (6) | 7.6 (6) | 5.8 (4) | 14/15 |
| 1komma4mirser brockhoff | 2.7 (3) | 5.9 (7) | 3.6 (3) | 5.3 (7) | 4.9 (7) | 5.3 (6) | 4.2 (5) | 15/15 |
| 1komma4ser brockhoff | 7.7 (5) | 10 (11) | 10 (17) | 6.2 (9) | 12 (12) | 11 (11) | 21 (22) | 13/15 |
| 1plus1 brockhoff | 5.7 (2) | 6.8 (5) | 5.6 (9) | 5.6 (4) | 7.4 (8) | 12 (17) | 10 (13) | 14/15 |
| 1plus2mirser brockhoff | 3.7 (4) | 7.6 (10) | 5.4 (6) | 7.6 (10) | 7.7 (9) | 11 (14) | 10 (10) | 15/15 |
| ABC elabd | 2.3 (2) | 3.4 (3) | 8.7 (12) | 38 (51) | 201 (250) | 4756 (6424) | 3683 (3160) | 4/30 |
| AVGNEWUOA ros | 15 (23) | 9.1 (11) | 5.5 (4) | 6.8 (6) | 13 (13) | 38 (58) | 73 (85) | 3/15 |
| CMAEGS finck | 168 (325) | 134 (129) | 237 (416) | 489 (617) | 2330 (2984) | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 1.6 (2) | 4.9 (5) | 3.5 (2) | 3.6 (2) | 4.0 (2) | 4.1 (2) | 3.5 (1) | 15/15 |
| DEuniform fialho | 2.8 (3) | 6.8 (4) | 4.0 (2) | 3.8 (2) | 4.6 (1) | 4.7 (1) | 4.0 (1) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.9 (3) | 8.3 (12) | 6.1 (6) | 3.7 (3) | 3.6 (3) | 3.3 (3) | 2.7 (2) | 15/15 |
| IPOP-CMA-ES ros | 2.6 (5) | 11 (13) | 5.0 (7) | 3.6 (4) | 4.5 (8) | 4.2 (7) | 3.4 (5) | 15/15 |
| MOS torre | 5.4 (5) | 6.0 (7) | 3.9 (3) | 5.0 (5) | 5.8 (5) | 6.5 (7) | 6.5 (9) | 15/15 |
| NBC-CMA preuss | 2.4 (1) | 5.3 (5) | 12 (18) | 17 (26) | 22 (28) | 23 (26) | 19 (20) | 15/15 |
| PM-AdapSS-DE fialho | 3.1 (3) | 4.2 (3) | 4.6 (2) | 48 (1) | 44 (2) | 39 (1) | 30 (1) | 14/15 |
| RCGA tran | 1.8 (1) | 5.2 (4) | 69 (61) | 73 (154) | 87 (173) | 219 (315) | 290 (362) | 5/15 |
| SPSA finck | 72 (62) | 137 (191) | 299 (465) | 424 (445) | 821 (838) | 7270 (7947) | ∞2e5 | 0/15 |
| oPOEMS kubalic | 68 (29) | 152 (26) | 82 (140) | 137 (145) | 131 (132) | 126 (120) | 103 (90) | 15/15 |
| pPOEMS kubalic | 40 (31) | 22 (16) | 58 (102) | 106 (44) | 162 (75) | 264 (48) | 283 (48) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 34 (18) | 9.1 (12) | 18 (24) | 17 (18) | 59 (58) | ∞ | ∞2e4 | 0/15 |
| 1komma2mir brockhoff | 3.3 (4) | 1.6 (0.8) | 4.6 (9) | 5.2 (6) | 7.4 (11) | 60 (60) | 84 (72) | 2/15 |
| 1komma2mirser brockhoff | 1.6 (2) | 2.5 (5) | 2.9 (4) | 4.2 (6) | 14 (17) | 62 (43) | 180 (139) | 1/15 |
| 1komma2ser brockhoff | 6.6 (8) | 4.5 (5) | 17 (23) | 48 (47) | 332 (403) | ∞ | ∞2e4 | 0/15 |
| 1komma4 brockhoff | 3.4 (3) | 2.0 (0.6) | 3.6 (5) | 3.1 (4) | 5.0 (5) | 13 (14) | 39 (39) | 4/15 |
| 1komma4mir brockhoff | 2.8 (3) | 1.8 (0.6) | 2.6 (4) | 2.6 (3) | 2.9 (3) | 12 (10) | 18 (20) | 7/15 |
| 1komma4mirser brockhoff | 2.1 (2) | 5.2 (11) | 3.3 (5) | 2.5 (3) | 3.7 (4) | 36 (37) | 32 (40) | 5/15 |
| 1komma4ser brockhoff | 5.5 (3) | 1.8 (3) | 3.7 (4) | 5.3 (9) | 10 (14) | ∞ | ∞2e4 | 0/15 |
| 1plus1 brockhoff | 3.6 (4) | 3.3 (6) | 4.5 (7) | 12 (28) | 19 (26) | 33 (44) | 22 (21) | 6/15 |
| 1plus2mirser brockhoff | 2.7 (3) | 1.7 (3) | 2.2 (2) | 4.0 (5) | 3.0 (4) | 5.6 (4) | 3.7 (3) | 15/15 |
| ABC elabd | 2.0 (2) | 2.5 (2) | 6.7 (3) | 10 (6) | 94 (142) | 435 (538) | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 11 (17) | 4.5 (6) | 13 (13) | 33 (27) | 117 (120) | ∞ | ∞1e4 | 0/15 |
| CMAEGS finck | 12 (7) | 6.5 (2) | 61 (193) | 310 (369) | 810 (886) | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 2.6 (2) | 1.9 (0.9) | 2.5 (0.6) | 2.0 (0.3) | 2.1 (0.2) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| DEuniform fialho | 2.2 (2) | 1.8 (1) | 2.5 (0.8) | 2.1 (0.2) | 2.1 (0.3) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.8 (4) | 2.6 (5) | 2.2 (3) | 1.8 (1) | 1.5 (1.0) | 1.3 (0.6) | 1.1 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 17 (5) | 2.4 (5) | 2.0 (3) | 1.6 (1) | 1.7 (1) | 1.5 (1) | 1.1 (0.8) | 15/15 |
| MOS torre | 2.0 (2) | 4.9 (5) | 6.6 (4) | 5.0 (2) | 5.0 (2) | 3.1 (2) | 2.6 (2) | 15/15 |
| NBC-CMA preuss | 1.7 (2) | 2.8 (2) | 4.6 (0.9) | 3.0 (0.4) | 2.5 (0.3) | 1.5 (0.7) | 2.1 (2) | 15/15 |
| PM-AdapSS-DE fialho | 2.2 (2) | 1.6 (0.9) | 2.2 (0.5) | 2.0 (0.4) | 2.1 (0.4) | 1.4 (0.2) | 1.2 (0.1) | 15/15 |
| RCGA tran | 2.6 (2) | 5.0 (4) | 47 (54) | 61 (48) | 103 (58) | 124 (145) | ∞1e5 | 0/15 |
| SPSA finck | 2.5e4 (5e4) | 1677 (3287) | 771 (757) | 1106 (1454) | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 116 (108) | 17 (7) | 33 (12) | 28 (6) | 32 (2) | 21 (2) | 19 (1.0) | 15/15 |
| pPOEMS kubalic | 45 (92) | 23 (12) | 116 (102) | 179 (43) | 220 (19) | 142 (16) | 133 (8) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 8.4 (15) | 7.7 (10) | 16 (17) | 72 (94) | 82 (123) | ∞ | ∞2e4 | 0/15 |
| 1komma2mir brockhoff | 6.5 (8) | 17 (24) | 17 (13) | 53 (53) | 168 (179) | ∞ | ∞2e4 | 0/15 |
| 1komma2mirser brockhoff | 1.7 (1) | 8.2 (12) | 7.8 (12) | 23 (29) | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma2ser brockhoff | 74 (232) | 41 (46) | 39 (51) | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma4 brockhoff | 3.5 (2) | 10 (9) | 8.1 (8) | 10 (9) | 11 (16) | 119 (137) | 102 (177) | 1/15 |
| 1komma4mir brockhoff | 3.5 (2) | 5.7 (5) | 3.7 (3) | 4.2 (5) | 6.9 (7) | 37 (47) | 31 (31) | 3/15 |
| 1komma4mirser brockhoff | 0.70 (0.7) | 4.1 (5) | 2.6 (4) | 8.0 (7) | 20 (23) | ∞ | ∞2e4 | 0/15 |
| 1komma4ser brockhoff | 0.93 (0.8) | 6.7 (8) | 6.3 (8) | 12 (11) | 15 (15) | ∞ | ∞2e4 | 0/15 |
| 1plus1 brockhoff | 2.4 (2) | 10 (8) | 17 (16) | 33 (34) | 172 (199) | ∞ | ∞2e4 | 0/15 |
| 1plus2mirser brockhoff | 1.3 (0.9) | 7.6 (8) | 12 (11) | 39 (52) | 173 (167) | ∞ | ∞2e4 | 0/15 |
| ABC elabd | 2.4 (2) | 8.2 (13) | 20 (32) | 597 (571) | 2564 (2496) | ∞ | ∞3e5 | 0/30 |
| AVGNEWUOA ros | 5.4 (5) | 9.0 (9) | 6.1 (9) | 62 (60) | ∞ | ∞ | ∞1e4 | 0/15 |
| CMAEGS finck | 12 (5) | 462 (1224) | 541 (793) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 2.6 (2) | 1.4 (0.8) | 0.73 (0.2)↑0 | 0.62 (0.1)↑0 | 0.66 (0.1)↑0 | 0.74 (0.1)↑0 | 0.81 (0.1)↑0 | 15/15 |
| DEuniform fialho | 2.9 (3) | 1.8 (0.5) | 0.77 (0.2)↑0 | 0.63 (0.1)↑0 | 0.63 (0.1)↑0 | 0.71 (0.1)↑0 | 0.80 (0.1)↑0 | 15/15 |
| IPOP-ACTCMA-ES ros | 1.4 (1) | 3.9 (4) | 1.2 (0.8) | 0.78 (0.4) | 0.71 (0.3)↑1 | 0.85 (0.4) | 0.92 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 4.9 (2) | 3.7 (7) | 1.5 (1) | 1.1 (1.0) | 1.1 (0.5) | 1.0 (0.4) | 1.1 (0.4) | 15/15 |
| MOS torre | 2.5 (2) | 3.8 (2) | 2.6 (2) | 1.9 (1) | 2.1 (1) | 2.6 (1) | 2.5 (0.8) | 15/15 |
| NBC-CMA preuss | 2.4 (3) | 8.6 (3) | 2.9 (3) | 2.3 (2) | 2.3 (1) | 2.0 (1) | 2.2 (1) | 15/15 |
| PM-AdapSS-DE fialho | 2.6 (2) | 1.5 (0.9) | 0.71 (0.2)↑0 | 0.65 (0.1)↑0 | 0.63 (0.1)↑0 | 0.70 (0.1)↑0 | 0.77 (0.1)↑0 | 15/15 |
| RCGA tran | 2.1 (3) | 114 (81) | 138 (229) | 352 (508) | 836 (878) | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 3903 (5268) | 2414 (3403) | 1212 (1274) | 2253 (2522) | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 31 (15) | 17 (9) | 10 (2) | 8.9 (2) | 8.9 (1.0) | 32 (20) | 30 (17) | 14/15 |
| pPOEMS kubalic | 29 (26) | 37 (20) | 56 (13) | 57 (11) | 63 (7) | 77 (4) | 94 (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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 3.9 (4) | 128 (239) | 19 (17) | 21 (19) | 31 (32) | 52 (66) | 49 (39) | 12/15 |
| 1komma2mir brockhoff | 2.7 (2) | 30 (32) | 22 (38) | 19 (12) | 39 (46) | 58 (60) | 54 (79) | 11/15 |
| 1komma2mirser brockhoff | 3.7 (3) | 56 (43) | 17 (11) | 13 (14) | 23 (28) | 37 (43) | 40 (48) | 12/15 |
| 1komma2ser brockhoff | 3.1 (2) | 68 (59) | 12 (13) | 32 (47) | 41 (51) | 56 (54) | 53 (37) | 10/15 |
| 1komma4 brockhoff | 4.3 (6) | 28 (26) | 15 (20) | 15 (17) | 28 (20) | 39 (48) | 36 (61) | 12/15 |
| 1komma4mir brockhoff | 4.8 (5) | 35 (34) | 11 (11) | 9.1 (10) | 10 (10) | 16 (28) | 15 (25) | 15/15 |
| 1komma4mirser brockhoff | 6.3 (6) | 42 (72) | 12 (13) | 17 (22) | 25 (27) | 27 (26) | 29 (37) | 13/15 |
| 1komma4ser brockhoff | 9.4 (11) | 57 (25) | 26 (32) | 14 (18) | 22 (22) | 24 (19) | 22 (17) | 14/15 |
| 1plus1 brockhoff | 3.1 (3) | 52 (52) | 77 (76) | 24 (47) | 23 (49) | 21 (40) | 20 (38) | 13/15 |
| 1plus2mirser brockhoff | 4.7 (4) | 50 (31) | 16 (27) | 13 (20) | 12 (19) | 11 (17) | 10 (16) | 15/15 |
| ABC elabd | 6.1 (6) | 56 (60) | 11 (9) | 7.7 (8) | 16 (15) | 73 (81) | 881 (1153) | 3/30 |
| AVGNEWUOA ros | 8.0 (6) | 106 (148) | 13 (11) | 22 (33) | 21 (24) | 19 (24) | 18 (18) | 13/15 |
| CMAEGS finck | 87 (23) | 144 (90) | 24 (26) | 118 (183) | 281 (442) | 1301 (2258) | 2051 (2536) | 2/15 |
| DE-F-AUC fialho | 6.5 (8) | 63 (50) | 8.5 (6) | 147 (463) | 143 (444) | 132 (398) | 122 (363) | 13/15 |
| DEuniform fialho | 3.9 (4) | 36 (45) | 9.0 (7) | 72 (7) | 70 (10) | 67 (8) | 62 (7) | 14/15 |
| IPOP-ACTCMA-ES ros | 5.1 (7) | 32 (32) | 9.3 (16) | 8.7 (10) | 14 (12) | 19 (24) | 18 (23) | 15/15 |
| IPOP-CMA-ES ros | 6.3 (6) | 22 (18) | 9.2 (16) | 17 (14) | 17 (13) | 18 (12) | 17 (12) | 15/15 |
| MOS torre | 3.8 (4) | 30 (35) | 6.8 (4) | 1.9 (1) | 3.1 (2) | 5.0 (3) | 5.4 (3) | 15/15 |
| NBC-CMA preuss | 5.4 (4) | 36 (30) | 8.0 (6) | 11 (15) | 13 (20) | 16 (16) | 18 (17) | 15/15 |
| PM-AdapSS-DE fialho | 5.5 (3) | 43 (31) | 10 (12) | 341 (467) | 327 (666) | 300 (405) | 276 (547) | 11/15 |
| RCGA tran | 5.7 (4) | 47 (53) | 9.0 (6) | 18 (28) | 22 (27) | 107 (163) | 452 (414) | 4/15 |
| SPSA finck | 573 (857) | 982 (2073) | 205 (182) | 889 (1405) | 1595 (1983) | 1.1e4 (1e4) | ∞2e5 | 0/15 |
| oPOEMS kubalic | 310 (230) | 549 (377) | 47 (30) | 464 (886) | 451 (838) | 415 (761) | 388 (690) | 14/15 |
| pPOEMS kubalic | 68 (234) | 539 (394) | 50 (25) | 38 (38) | 81 (80) | 186 (96) | 258 (45) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.6 (7) | 15 (15) | 24 (29) | 37 (41) | 37 (43) | 37 (43) | 37 (47) | 11/15 |
| 1komma2mir brockhoff | 3.0 (4) | 13 (18) | 24 (28) | 34 (35) | 34 (35) | 34 (36) | 33 (31) | 12/15 |
| 1komma2mirser brockhoff | 2.0 (2) | 17 (23) | 31 (31) | 54 (62) | 54 (44) | 54 (82) | 53 (54) | 10/15 |
| 1komma2ser brockhoff | 91 (20) | 20 (14) | 38 (41) | 51 (52) | 52 (52) | 57 (69) | 56 (49) | 10/15 |
| 1komma4 brockhoff | 2.9 (2) | 9.3 (10) | 6.9 (7) | 7.8 (6) | 7.8 (6) | 7.9 (6) | 7.9 (6) | 15/15 |
| 1komma4mir brockhoff | 2.3 (3) | 10 (15) | 12 (9) | 13 (7) | 13 (7) | 13 (7) | 13 (7) | 14/15 |
| 1komma4mirser brockhoff | 3.4 (4) | 11 (12) | 14 (15) | 15 (17) | 17 (19) | 17 (18) | 17 (18) | 14/15 |
| 1komma4ser brockhoff | 1.5 (2) | 8.4 (11) | 10 (12) | 11 (14) | 12 (14) | 12 (14) | 12 (13) | 15/15 |
| 1plus1 brockhoff | 3.4 (4) | 15 (14) | 4.9 (4) | 4.9 (4) | 5.0 (4) | 5.1 (4) | 5.1 (4) | 15/15 |
| 1plus2mirser brockhoff | 1.6 (2) | 11 (13) | 4.8 (6) | 4.9 (6) | 4.9 (6) | 5.0 (6) | 5.0 (6) | 15/15 |
| ABC elabd | 2.5 (3) | 4.6 (4) | 2.2 (1) | 4.1 (2) | 6.0 (3) | 10 (4) | 16 (11) | 30/30 |
| AVGNEWUOA ros | 2.0 (0.9) | 10 (12) | 4.0 (5) | 4.0 (5) | 4.0 (5) | 4.0 (5) | 3.9 (5) | 15/15 |
| CMAEGS finck | 14 (17) | 60 (86) | 336 (337) | 1101 (1220) | 3697 (3559) | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 2.8 (2) | 4.6 (4) | 482 (822) | 481 (547) | 481 (820) | 476 (541) | 471 (534) | 8/15 |
| DEuniform fialho | 2.7 (3) | 4.2 (4) | 276 (548) | 276 (274) | 276 (274) | 274 (541) | 271 (533) | 10/15 |
| IPOP-ACTCMA-ES ros | 1.7 (2) | 12 (14) | 10 (17) | 11 (18) | 12 (18) | 12 (19) | 12 (19) | 15/15 |
| IPOP-CMA-ES ros | 5.2 (6) | 12 (14) | 11 (17) | 12 (19) | 12 (19) | 13 (20) | 13 (20) | 15/15 |
| MOS torre | 3.0 (6) | 10 (6) | 4.8 (3) | 6.7 (6) | 7.8 (8) | 9.0 (7) | 12 (9) | 15/15 |
| NBC-CMA preuss | 3.3 (3) | 11 (17) | 6.7 (6) | 7.6 (7) | 8.1 (7) | 8.5 (7) | 8.8 (7) | 15/15 |
| PM-AdapSS-DE fialho | 2.0 (0.5) | 3.9 (4) | 628 (822) | 627 (1093) | 627 (820) | 621 (1216) | 613 (934) | 7/15 |
| RCGA tran | 3.3 (4) | 32 (86) | 38 (31) | 143 (156) | 335 (292) | 850 (1208) | 1182 (1585) | 3/15 |
| SPSA finck | 95 (149) | 9063 (1e4) | 7676 (1e4) | 7657 (8061) | 7658 (8197) | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 113 (17) | 28 (16) | 40 (70) | 45 (66) | 49 (67) | 61 (62) | 68 (64) | 15/15 |
| pPOEMS kubalic | 86 (70) | 45 (40) | 43 (30) | 83 (40) | 132 (44) | 228 (20) | 301 (32) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 1.1 (0.8) | 15 (24) | 14 (18) | 16 (19) | 16 (18) | 17 (16) | 17 (15) | 15/15 |
| 1komma2mir brockhoff | 1.3 (1) | 7.6 (8) | 8.8 (9) | 8.7 (11) | 13 (14) | 16 (22) | 16 (21) | 14/15 |
| 1komma2mirser brockhoff | 1.5 (2) | 5.5 (8) | 13 (17) | 13 (12) | 16 (16) | 15 (14) | 15 (14) | 14/15 |
| 1komma2ser brockhoff | 1.2 (1) | 20 (28) | 14 (15) | 13 (18) | 20 (28) | 20 (25) | 20 (24) | 15/15 |
| 1komma4 brockhoff | 1.2 (1) | 8.8 (10) | 5.8 (6) | 4.4 (5) | 4.4 (5) | 4.1 (4) | 4.1 (4) | 15/15 |
| 1komma4mir brockhoff | 1.3 (1) | 5.5 (10) | 4.9 (5) | 4.2 (5) | 6.7 (8) | 6.3 (8) | 6.3 (7) | 15/15 |
| 1komma4mirser brockhoff | 1.1 (1) | 6.5 (10) | 4.7 (4) | 3.7 (5) | 3.6 (5) | 3.3 (5) | 3.5 (5) | 15/15 |
| 1komma4ser brockhoff | 1.2 (1) | 9.3 (12) | 7.6 (9) | 6.0 (6) | 5.7 (6) | 5.2 (5) | 5.2 (5) | 15/15 |
| 1plus1 brockhoff | 1.4 (2) | 12 (15) | 11 (20) | 7.2 (12) | 6.9 (12) | 6.2 (10) | 6.2 (10) | 15/15 |
| 1plus2mirser brockhoff | 1.1 (0.8) | 12 (14) | 7.9 (11) | 5.1 (7) | 4.9 (7) | 4.4 (6) | 4.4 (6) | 15/15 |
| ABC elabd | 1.0 (0.8) | 2.0 (2) | 1.8 (2) | 2.6 (3) | 5.5 (6) | 26 (27) | 59 (85) | 30/30 |
| AVGNEWUOA ros | 5.1 (2) | 6.4 (7) | 4.6 (5) | 2.9 (3) | 2.8 (3) | 2.6 (3) | 2.7 (3) | 15/15 |
| CMAEGS finck | 10 (12) | 23 (46) | 34 (40) | 75 (75) | 96 (192) | 234 (306) | 500 (891) | 8/15 |
| DE-F-AUC fialho | 1.1 (0.5) | 281 (2) | 83 (1) | 53 (1) | 51 (1) | 46 (0.9) | 45 (0.6) | 14/15 |
| DEuniform fialho | 1.3 (1) | 2.0 (2) | 1.0 (1) | 1.1 (0.7) | 1.5 (1) | 1.6 (0.6) | 2.0 (0.7) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.3 (1) | 6.2 (7) | 7.0 (4) | 4.9 (5) | 5.3 (5) | 5.2 (4) | 25 (16) | 15/15 |
| IPOP-CMA-ES ros | 1.1 (0.8) | 13 (28) | 7.7 (9) | 5.4 (6) | 13 (13) | 13 (13) | 14 (14) | 15/15 |
| MOS torre | 1.3 (1) | 1.8 (3) | 4.3 (3) | 4.9 (6) | 5.3 (6) | 10 (5) | 12 (5) | 15/15 |
| NBC-CMA preuss | 0.80 (0.5) | 2.2 (2) | 7.1 (12) | 25 (69) | 30 (65) | 35 (60) | 35 (59) | 15/15 |
| PM-AdapSS-DE fialho | 1.4 (1) | 1.7 (1) | 83 (0.5) | 53 (0.9) | 51 (0.9) | 46 (0.7) | 45 (0.6) | 14/15 |
| RCGA tran | 1.2 (1) | 14 (2) | 13 (30) | 34 (37) | 71 (127) | 196 (309) | 285 (299) | 9/15 |
| SPSA finck | 39 (50) | 94 (162) | 266 (579) | 218 (378) | 223 (361) | 319 (360) | 753 (901) | 6/15 |
| oPOEMS kubalic | 92 (106) | 142 (30) | 310 (274) | 198 (175) | 191 (167) | 178 (151) | 178 (148) | 14/15 |
| pPOEMS kubalic | 1.5 (1) | 17 (13) | 8.0 (5) | 14 (22) | 25 (24) | 60 (26) | 105 (36) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 2.2 (2) | 17 (22) | 6.1 (13) | 9.1 (13) | 8.6 (12) | 12 (13) | 12 (13) | 15/15 |
| 1komma2mir brockhoff | 1.5 (2) | 34 (69) | 19 (15) | 24 (29) | 25 (25) | 23 (21) | 22 (20) | 14/15 |
| 1komma2mirser brockhoff | 1.3 (0.9) | 15 (36) | 10 (12) | 11 (10) | 14 (21) | 23 (26) | 22 (25) | 14/15 |
| 1komma2ser brockhoff | 1.6 (4) | 31 (40) | 18 (30) | 18 (25) | 23 (24) | 31 (34) | 30 (41) | 13/15 |
| 1komma4 brockhoff | 2.3 (2) | 10 (15) | 8.3 (13) | 7.0 (10) | 6.5 (9) | 6.6 (8) | 6.3 (7) | 15/15 |
| 1komma4mir brockhoff | 1.6 (2) | 14 (16) | 11 (12) | 11 (15) | 11 (13) | 9.5 (11) | 9.1 (11) | 15/15 |
| 1komma4mirser brockhoff | 3.3 (4) | 18 (33) | 6.5 (12) | 5.7 (9) | 5.3 (8) | 4.6 (7) | 4.4 (6) | 15/15 |
| 1komma4ser brockhoff | 1.5 (1) | 16 (18) | 5.1 (6) | 6.0 (8) | 5.5 (7) | 5.3 (6) | 5.1 (6) | 15/15 |
| 1plus1 brockhoff | 6.7 (3) | 19 (26) | 4.4 (4) | 3.6 (3) | 3.3 (3) | 3.0 (2) | 2.9 (2) | 15/15 |
| 1plus2mirser brockhoff | 1.0 (1) | 8.4 (8) | 4.4 (4) | 3.5 (3) | 3.2 (3) | 2.8 (2) | 2.7 (2) | 15/15 |
| ABC elabd | 1.5 (1) | 2.7 (3) | 2.8 (3) | 4.2 (7) | 8.9 (16) | 47 (63) | 373 (471) | 20/30 |
| AVGNEWUOA ros | 3.0 (1) | 3.8 (6) | 1.3 (2) | 1.1 (1) | 1.1 (1) | 1.1 (1.0) | 1.3 (1.0) | 15/15 |
| CMAEGS finck | 4.9 (6) | 12 (34) | 34 (37) | 50 (84) | 119 (202) | 274 (347) | 759 (1147) | 7/15 |
| DE-F-AUC fialho | 1.9 (2) | 2.2 (2) | 184 (595) | 142 (459) | 125 (402) | 108 (346) | 103 (327) | 13/15 |
| DEuniform fialho | 1.4 (1) | 2.2 (2) | 1.0 (1) | 1.3 (1) | 1.5 (1.0) | 1.8 (0.7) | 2.2 (0.7) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.2 (2) | 4.6 (12) | 5.5 (8) | 4.7 (7) | 7.7 (8) | 7.2 (7) | 15 (10) | 15/15 |
| IPOP-CMA-ES ros | 1.6 (1) | 5.8 (12) | 5.0 (9) | 5.0 (11) | 4.8 (10) | 23 (12) | 72 (11) | 14/15 |
| MOS torre | 1.3 (2) | 3.7 (7) | 2.9 (5) | 3.8 (4) | 4.7 (6) | 6.2 (5) | 8.4 (8) | 15/15 |
| NBC-CMA preuss | 1.3 (1) | 2.2 (2) | 8.4 (0.9) | 21 (2) | 31 (85) | 28 (73) | 28 (71) | 15/15 |
| PM-AdapSS-DE fialho | 1.5 (2) | 2.3 (2) | 86 (2) | 67 (2) | 59 (2) | 51 (1) | 49 (1) | 14/15 |
| RCGA tran | 1.4 (1) | 2.1 (2) | 11 (36) | 25 (30) | 69 (105) | 232 (346) | 603 (640) | 5/15 |
| SPSA finck | 109 (55) | 282 (412) | 372 (667) | 749 (887) | 1931 (2187) | 9800 (9516) | ∞2e5 | 0/15 |
| oPOEMS kubalic | 67 (58) | 30 (37) | 603 (1549) | 466 (1194) | 412 (1045) | 364 (902) | 349 (851) | 14/15 |
| pPOEMS kubalic | 40 (52) | 26 (26) | 17 (24) | 32 (39) | 44 (45) | 70 (34) | 129 (55) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 1.5 (2) | 22 (25) | 214 (413) | 252 (215) | 222 (201) | 192 (176) | 244 (255) | 0/15 |
| 1komma2mir brockhoff | 4.1 (2) | 10 (9) | 76 (61) | 81 (54) | 71 (46) | 62 (69) | 57 (54) | 8/15 |
| 1komma2mirser brockhoff | 2.1 (1) | 18 (24) | 90 (75) | 99 (86) | 90 (118) | 78 (49) | 72 (85) | 8/15 |
| 1komma2ser brockhoff | 1.5 (2) | 14 (12) | 103 (80) | 225 (226) | 288 (388) | 249 (400) | 771 (1451) | 0/15 |
| 1komma4 brockhoff | 2.0 (2) | 11 (13) | 23 (31) | 23 (27) | 27 (55) | 24 (30) | 22 (28) | 11/15 |
| 1komma4mir brockhoff | 3.7 (5) | 13 (9) | 19 (16) | 17 (15) | 15 (13) | 13 (11) | 13 (10) | 15/15 |
| 1komma4mirser brockhoff | 4.3 (2) | 8.5 (9) | 13 (11) | 13 (10) | 12 (8) | 11 (7) | 10 (6) | 15/15 |
| 1komma4ser brockhoff | 2.1 (1) | 14 (16) | 29 (27) | 29 (24) | 26 (21) | 22 (18) | 21 (17) | 11/15 |
| 1plus1 brockhoff | 8.0 (3) | 3.1 (4) | 4.5 (6) | 4.4 (6) | 4.5 (5) | 5.6 (5) | 5.4 (5) | 15/15 |
| 1plus2mirser brockhoff | 1.9 (2) | 2.2 (3) | 6.7 (11) | 14 (19) | 14 (16) | 12 (14) | 11 (13) | 15/15 |
| ABC elabd | 1.9 (2) | 15 (15) | 1656 (1697) | ∞ | ∞ | ∞ | ∞2e5 | 0/30 |
| AVGNEWUOA ros | 4.1 (8) | 6.7 (7) | 25 (33) | 103 (136) | 262 (234) | ∞ | ∞1e4 | 0/15 |
| CMAEGS finck | 3.9 (3) | 12 (15) | 2603 (2419) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 1.8 (2) | 2.4 (0.8) | 5.4 (1) | 7.6 (1) | 9.3 (1.0) | 12 (1) | 15 (1) | 15/15 |
| DEuniform fialho | 2.5 (4) | 2.3 (2) | 6.0 (1) | 8.2 (2) | 10 (2) | 13 (2) | 16 (2) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.7 (3) | 6.6 (6) | 16 (23) | 19 (21) | 17 (19) | 15 (16) | 14 (15) | 15/15 |
| IPOP-CMA-ES ros | 1.9 (2) | 7.8 (8) | 162 (39) | 232 (36) | 205 (31) | 176 (28) | 163 (26) | 14/15 |
| MOS torre | 1.9 (2) | 5.5 (4) | 24 (18) | 40 (25) | 44 (22) | 43 (31) | 42 (39) | 15/15 |
| NBC-CMA preuss | 1.7 (2) | 10 (7) | 736 (1140) | 760 (784) | 669 (775) | 576 (881) | 529 (469) | 7/15 |
| PM-AdapSS-DE fialho | 2.0 (2) | 1.9 (2) | 5.8 (0.8) | 8.5 (2) | 10 (1) | 13 (1) | 16 (1) | 15/15 |
| RCGA tran | 1.9 (2) | 5.2 (4) | 256 (341) | 888 (1331) | 4699 (5351) | ∞ | ∞1e5 | 0/15 |
| SPSA finck | 18 (33) | 264 (305) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 12 (10) | 41 (34) | 253 (109) | 245 (90) | 233 (81) | 225 (69) | 230 (63) | 14/15 |
| pPOEMS kubalic | 11 (12) | 61 (70) | 658 (124) | 865 (99) | 997 (138) | 1198 (196) | 1406 (212) | 12/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.7 (4) | 12 (13) | ∞ | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma2mir brockhoff | 1.6 (2) | 5.7 (4) | 35 (42) | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma2mirser brockhoff | 1.3 (1) | 7.8 (7) | 33 (39) | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma2ser brockhoff | 2.4 (3) | 19 (23) | 35 (28) | 13 (11) | 12 (11) | 12 (13) | 12 (9) | 1/15 |
| 1komma4 brockhoff | 1.2 (2) | 8.6 (9) | 17 (14) | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| 1komma4mir brockhoff | 2.4 (2) | 4.6 (6) | 3.3 (4) | 5.8 (8) | 5.7 (5) | 5.5 (5) | 5.5 (8) | 2/15 |
| 1komma4mirser brockhoff | 2.8 (4) | 5.9 (6) | 5.7 (6) | 3.9 (4) | 3.8 (3) | 3.7 (5) | 3.7 (5) | 3/15 |
| 1komma4ser brockhoff | 1.6 (1) | 4.9 (7) | 7.8 (6) | 12 (16) | 12 (11) | 12 (14) | 12 (11) | 1/15 |
| 1plus1 brockhoff | 37 (14) | 6.0 (5) | 7.5 (8) | 2.7 (2) | 2.6 (4) | 2.6 (3) | 2.6 (4) | 4/15 |
| 1plus2mirser brockhoff | 4.3 (11) | 4.0 (3) | 5.3 (8) | 12 (15) | 12 (10) | 12 (12) | 12 (14) | 1/15 |
| ABC elabd | 2.1 (3) | 4.2 (4) | 16 (18) | 122 (92) | ∞ | ∞ | ∞2e5 | 0/15 |
| AVGNEWUOA ros | 3.4 (6) | 1.9 (2) | 1.4 (1) | 6.2 (8) | 6.0 (6) | 5.9 (4) | 5.9 (6) | 1/15 |
| CMAEGS finck | 3.9 (3) | 48 (113) | 60 (72) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| DE-F-AUC fialho | 1.5 (3) | 934 (1167) | 94 (112) | 34 (56) | 33 (41) | 32 (36) | 32 (49) | 3/15 |
| DEuniform fialho | 2.2 (2) | 351 (467) | 35 (41) | 17 (28) | 17 (23) | 16 (18) | 16 (18) | 5/15 |
| IPOP-ACTCMA-ES ros | 1.6 (1) | 80 (69) | 374 (398) | 477 (502) | 463 (562) | 452 (394) | 452 (557) | 1/15 |
| IPOP-CMA-ES ros | 1.3 (1) | 27 (64) | 375 (583) | ∞ | ∞ | ∞ | ∞8e5 | 0/15 |
| MOS torre | 1.7 (1) | 3.7 (3) | 6.5 (12) | 3.1 (4) | 3.9 (5) | 4.2 (5) | 5.0 (5) | 14/15 |
| NBC-CMA preuss | 1.9 (2) | 48 (74) | 32 (29) | 24 (36) | 28 (33) | 37 (61) | 37 (31) | 4/15 |
| PM-AdapSS-DE fialho | 1.8 (2) | 351 (642) | 35 (59) | 13 (13) | 13 (12) | 12 (10) | 12 (16) | 6/15 |
| RCGA tran | 2.4 (3) | 73 (95) | 78 (68) | 61 (53) | 59 (67) | 58 (105) | 58 (41) | 1/15 |
| SPSA finck | 1742 (3540) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| oPOEMS kubalic | 29 (21) | 4555 (8226) | 481 (546) | 176 (147) | 171 (212) | 167 (161) | 167 (140) | 2/15 |
| pPOEMS kubalic | 24 (19) | 507 (877) | 56 (71) | 27 (39) | 27 (25) | 28 (25) | 29 (24) | 8/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.6 (6) | 9.3 (7) | 16 (11) | 26 (8) | 31 (8) | 46 (8) | 66 (12) | 15/15 |
| 1komma2mir brockhoff | 2.6 (3) | 5.2 (3) | 12 (6) | 18 (5) | 24 (7) | 38 (8) | 51 (10) | 15/15 |
| 1komma2mirser brockhoff | 1.7 (2) | 4.0 (2) | 8.2 (3) | 13 (6) | 19 (5) | 30 (9) | 41 (9) | 15/15 |
| 1komma2ser brockhoff | 4.9 (5) | 6.7 (5) | 12 (6) | 19 (8) | 28 (10) | 42 (10) | 60 (20) | 15/15 |
| 1komma4 brockhoff | 2.8 (4) | 4.5 (4) | 10 (6) | 14 (5) | 19 (7) | 29 (6) | 37 (6) | 15/15 |
| 1komma4mir brockhoff | 3.0 (3) | 4.5 (3) | 8.3 (3) | 12 (4) | 17 (4) | 27 (4) | 35 (4) | 15/15 |
| 1komma4mirser brockhoff | 2.2 (2) | 3.4 (2) | 5.8 (3) | 8.8 (3) | 12 (3) | 20 (5) | 26 (4) | 15/15 |
| 1komma4ser brockhoff | 2.5 (2) | 3.7 (2) | 6.7 (3) | 11 (3) | 14 (4) | 24 (5) | 30 (6) | 15/15 |
| 1plus1 brockhoff | 2.1 (2) | 3.9 (4) | 8.8 (3) | 12 (3) | 16 (4) | 23 (6) | 31 (6) | 15/15 |
| 1plus2mirser brockhoff | 2.6 (3) | 4.8 (3) | 8.4 (2) | 12 (2) | 15 (2) | 23 (3) | 29 (4) | 15/15 |
| ABC elabd | 4.9 (6) | 20 (12) | 41 (12) | 64 (14) | 88 (9) | 147 (26) | 210 (23) | 15/15 |
| AVGNEWUOA ros | 2.1 (0) | 1.1 (0)★ | 1.1 (0)★2 | 1.1 (0)★4 | 1.1 (0)★4 | 1.1 (0)★4 | 1.1 (0)★4 | 15/15 |
| CMAEGS finck | 12 (9) | 14 (8) | 24 (11) | 40 (19) | 69 (35) | 139 (75) | 197 (92) | 15/15 |
| DE-F-AUC fialho | 2.2 (2) | 15 (13) | 33 (16) | 53 (14) | 76 (13) | 118 (13) | 163 (16) | 15/15 |
| DEuniform fialho | 3.1 (4) | 14 (10) | 35 (9) | 57 (9) | 79 (10) | 126 (17) | 174 (13) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.2 (3) | 6.4 (3) | 11 (4) | 16 (4) | 23 (4) | 33 (7) | 44 (7) | 15/15 |
| IPOP-CMA-ES ros | 3.2 (3) | 4.9 (3) | 11 (5) | 18 (5) | 23 (3) | 35 (5) | 47 (6) | 15/15 |
| MOS torre | 2.3 (2) | 18 (5) | 48 (20) | 72 (17) | 100 (28) | 152 (31) | 208 (38) | 15/15 |
| NBC-CMA preuss | 2.0 (2) | 16 (9) | 45 (12) | 57 (7) | 66 (7) | 90 (9) | 112 (6) | 15/15 |
| PM-AdapSS-DE fialho | 2.2 (1) | 16 (7) | 33 (8) | 55 (12) | 77 (10) | 120 (15) | 166 (17) | 15/15 |
| RCGA tran | 1.8 (2) | 20 (17) | 77 (54) | 152 (109) | 268 (212) | 693 (454) | 1315 (476) | 15/15 |
| SPSA finck | 17 (8) | 11 (7) | 14 (6) | 17 (9) | 20 (9) | 27 (13) | 34 (16) | 15/15 |
| oPOEMS kubalic | 155 (36) | 108 (22) | 191 (152) | 479 (333) | 961 (197) | 1628 (359) | 2506 (187) | 15/15 |
| pPOEMS kubalic | 44 (85) | 90 (36) | 165 (89) | 1519 (1206) | 3923 (1766) | 9419 (1146) | 1.5e4 (1172) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 45 (26) | 51 (23) | 63 (14) | 63 (13) | 63 (13) | 64 (12) | 65 (12) | 15/15 |
| 1komma2mir brockhoff | 39 (22) | 46 (24) | 50 (15) | 51 (13) | 51 (12) | 54 (10) | 55 (10) | 15/15 |
| 1komma2mirser brockhoff | 33 (22) | 40 (17) | 44 (10) | 44 (9) | 44 (9) | 45 (9) | 46 (10) | 15/15 |
| 1komma2ser brockhoff | 97 (83) | 113 (50) | 112 (49) | 111 (47) | 113 (48) | 112 (40) | 114 (38) | 15/15 |
| 1komma4 brockhoff | 16 (10) | 21 (10) | 23 (5) | 24 (5) | 24 (5) | 25 (4) | 26 (5) | 15/15 |
| 1komma4mir brockhoff | 19 (10) | 22 (5) | 23 (5) | 23 (4) | 24 (4) | 24 (4) | 25 (4) | 15/15 |
| 1komma4mirser brockhoff | 12 (6) | 13 (5) | 14 (4) | 15 (3) | 16 (2) | 16 (2) | 17 (2) | 15/15 |
| 1komma4ser brockhoff | 11 (7) | 17 (7) | 19 (4) | 19 (4) | 20 (3) | 21 (3) | 21 (4) | 15/15 |
| 1plus1 brockhoff | 10 (5) | 12 (2) | 12 (2) | 13 (2) | 13 (2) | 14 (2) | 15 (2) | 15/15 |
| 1plus2mirser brockhoff | 8.5 (3) | 9.4 (3) | 11 (1) | 11 (1) | 11 (1)★ | 12 (1)★ | 13 (1)★2 | 15/15 |
| ABC elabd | 18 (8) | 20 (7) | 29 (11) | 37 (14) | 43 (14) | 53 (13) | 64 (14) | 15/15 |
| AVGNEWUOA ros | 1.7 (2)★3 | 8.1 (9) | 14 (13) | 21 (16) | 29 (19) | 43 (17) | 57 (23) | 15/15 |
| CMAEGS finck | 110 (60) | 114 (21) | 113 (21) | 160 (34) | 166 (40) | 166 (37) | 171 (35) | 15/15 |
| DE-F-AUC fialho | 14 (3) | 16 (3) | 20 (2) | 23 (1) | 27 (3) | 33 (3) | 38 (3) | 15/15 |
| DEuniform fialho | 15 (1) | 18 (3) | 22 (4) | 26 (2) | 29 (4) | 35 (3) | 43 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 11 (5) | 13 (3) | 14 (2) | 15 (2) | 16 (2) | 17 (2) | 18 (2) | 15/15 |
| IPOP-CMA-ES ros | 12 (7) | 17 (3) | 17 (2) | 18 (2) | 19 (3) | 21 (2) | 22 (2) | 15/15 |
| MOS torre | 22 (5) | 26 (4) | 34 (2) | 39 (5) | 45 (3) | 57 (6) | 67 (9) | 15/15 |
| NBC-CMA preuss | 21 (11) | 30 (13) | 40 (11) | 45 (12) | 52 (21) | 54 (19) | 57 (18) | 15/15 |
| PM-AdapSS-DE fialho | 14 (2) | 17 (2) | 21 (2) | 25 (2) | 28 (4) | 35 (2) | 41 (3) | 15/15 |
| RCGA tran | 71 (50) | 123 (91) | 168 (81) | 220 (85) | 314 (163) | 740 (1038) | 1950 (1566) | 6/15 |
| SPSA finck | 1.1e5 (1e5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 263 (100) | 315 (112) | 370 (84) | 466 (94) | 502 (78) | 626 (85) | 715 (92) | 15/15 |
| pPOEMS kubalic | 865 (1021) | 1208 (807) | 2050 (830) | 2491 (629) | 3037 (577) | 3921 (491) | 4434 (540) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 50 (69) | 60 (62) | 252 (193) | 250 (305) | 248 (309) | 247 (316) | 246 (281) | 2/15 |
| 1komma2mir brockhoff | 4.1 (3) | 16 (21) | 108 (88) | 108 (144) | 107 (123) | 107 (173) | 106 (72) | 4/15 |
| 1komma2mirser brockhoff | 8.5 (13) | 10 (8) | 101 (87) | 126 (105) | 125 (122) | 124 (112) | 123 (103) | 4/15 |
| 1komma2ser brockhoff | 62 (86) | 78 (77) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 10 (11) | 8.0 (7) | 40 (37) | 39 (39) | 39 (42) | 39 (49) | 39 (66) | 9/15 |
| 1komma4mir brockhoff | 7.5 (11) | 7.6 (11) | 36 (33) | 41 (40) | 41 (42) | 41 (38) | 41 (36) | 9/15 |
| 1komma4mirser brockhoff | 6.6 (9) | 10 (13) | 42 (40) | 42 (49) | 42 (76) | 42 (37) | 41 (40) | 8/15 |
| 1komma4ser brockhoff | 9.2 (9) | 12 (12) | 58 (50) | 58 (47) | 58 (48) | 57 (48) | 57 (73) | 7/15 |
| 1plus1 brockhoff | 8.9 (10) | 14 (12) | 95 (151) | 95 (104) | 94 (82) | 94 (102) | 93 (109) | 5/15 |
| 1plus2mirser brockhoff | 14 (21) | 6.1 (8) | 47 (78) | 47 (55) | 46 (44) | 46 (61) | 46 (53) | 8/15 |
| ABC elabd | 5.8 (4) | 1.1 (0.7) | 1.8 (0.7) | 2.4 (0.6) | 2.8 (0.5) | 3.7 (0.8) | 4.4 (0.9) | 15/15 |
| AVGNEWUOA ros | 9.4 (16) | 5.0 (6) | 33 (37) | 33 (28) | 33 (29) | 33 (24) | 32 (35) | 7/15 |
| CMAEGS finck | 89 (67) | 343 (371) | 813 (935) | 819 (1045) | 1018 (729) | 1430 (1691) | 1421 (1240) | 3/15 |
| DE-F-AUC fialho | 6.6 (3) | 2.5 (0.8) | 3.5 (1) | 4.0 (1) | 4.2 (1.0) | 4.6 (0.9) | 4.9 (0.8) | 15/15 |
| DEuniform fialho | 8.7 (4) | 2.9 (1) | 135 (181) | 135 (180) | 134 (178) | 134 (178) | 133 (352) | 11/15 |
| IPOP-ACTCMA-ES ros | 3.0 (2) | 2.7 (1) | 13 (13) | 17 (31) | 17 (32) | 17 (32) | 18 (33) | 15/15 |
| IPOP-CMA-ES ros | 7.5 (14) | 3.4 (2) | 25 (12) | 33 (13) | 34 (14) | 35 (14) | 36 (14) | 15/15 |
| MOS torre | 10 (5) | 1.7 (0.7) | 2.6 (0.9) | 3.2 (0.8) | 3.6 (0.5) | 4.4 (0.6) | 5.1 (0.5) | 15/15 |
| NBC-CMA preuss | 9.2 (5) | 5.9 (4) | 31 (20) | 31 (20) | 31 (20) | 31 (20) | 31 (20) | 15/15 |
| PM-AdapSS-DE fialho | 7.8 (3) | 2.5 (1) | 29 (1) | 59 (180) | 59 (178) | 59 (178) | 59 (176) | 13/15 |
| RCGA tran | 20 (13) | 22 (16) | 36 (25) | 52 (39) | 64 (41) | 68 (41) | 71 (39) | 15/15 |
| SPSA finck | 4157 (6221) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 28 (15) | 7.8 (6) | 24 (39) | 28 (42) | 31 (41) | 38 (41) | 46 (41) | 15/15 |
| pPOEMS kubalic | 30 (9) | 20 (14) | 60 (32) | 87 (25) | 125 (24) | 174 (17) | 235 (14) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 35 (54) | 68 (76) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 25 (31) | 22 (24) | 153 (156) | 144 (206) | 139 (145) | 131 (194) | 127 (140) | 3/15 |
| 1komma2mirser brockhoff | 26 (26) | 38 (40) | 235 (287) | 221 (330) | 214 (292) | 201 (251) | 196 (212) | 2/15 |
| 1komma2ser brockhoff | 68 (99) | 166 (159) | 494 (494) | 465 (440) | 450 (433) | 422 (650) | 411 (438) | 1/15 |
| 1komma4 brockhoff | 18 (19) | 18 (16) | 109 (94) | 103 (117) | 99 (121) | 93 (87) | 91 (120) | 4/15 |
| 1komma4mir brockhoff | 11 (13) | 10 (10) | 121 (98) | 113 (130) | 110 (78) | 103 (88) | 100 (139) | 4/15 |
| 1komma4mirser brockhoff | 9.5 (18) | 23 (18) | 71 (108) | 67 (57) | 65 (67) | 61 (70) | 59 (63) | 6/15 |
| 1komma4ser brockhoff | 26 (30) | 20 (22) | 57 (81) | 54 (75) | 52 (85) | 49 (69) | 48 (29) | 7/15 |
| 1plus1 brockhoff | 36 (25) | 32 (34) | 236 (388) | 222 (297) | 215 (219) | 201 (191) | 196 (283) | 2/15 |
| 1plus2mirser brockhoff | 20 (19) | 16 (16) | 63 (57) | 59 (82) | 57 (52) | 54 (86) | 52 (79) | 6/15 |
| ABC elabd | 6.6 (4) | 1.7 (1) | 2.6 (1) | 3.0 (1) | 3.5 (1) | 4.4 (0.9) | 5.2 (1.0) | 15/15 |
| AVGNEWUOA ros | 11 (12) | 14 (12) | 162 (169) | 153 (190) | 148 (130) | 139 (136) | 135 (186) | 2/15 |
| CMAEGS finck | 673 (1117) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 11 (6) | 252 (557) | 1390 (2165) | 1307 (1465) | 1265 (1261) | 1187 (1700) | 1154 (934) | 3/15 |
| DEuniform fialho | 11 (4) | 31 (1) | 524 (520) | 493 (652) | 477 (709) | 448 (591) | 436 (359) | 6/15 |
| IPOP-ACTCMA-ES ros | 8.3 (14) | 463 (591) | ∞ | ∞ | ∞ | ∞ | ∞6e5 | 0/15 |
| IPOP-CMA-ES ros | 12 (13) | 440 (382) | 4534 (4781) | 4264 (5879) | 4125 (5851) | 3869 (3563) | 3762 (4174) | 2/15 |
| MOS torre | 11 (5) | 2.3 (0.8) | 5.6 (5) | 5.8 (5) | 6.0 (5) | 6.5 (4) | 7.0 (5) | 15/15 |
| NBC-CMA preuss | 12 (6) | 28 (26) | 104 (120) | 98 (113) | 95 (109) | 89 (103) | 87 (100) | 15/15 |
| PM-AdapSS-DE fialho | 12 (6) | 200 (187) | 958 (953) | 901 (1059) | 872 (1103) | 836 (1126) | 813 (1166) | 4/15 |
| RCGA tran | 31 (20) | 2636 (2924) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1.2e4 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 43 (17) | 17 (7) | 41 (40) | 42 (40) | 43 (40) | 48 (37) | 53 (35) | 15/15 |
| pPOEMS kubalic | 41 (23) | 35 (23) | 66 (40) | 107 (15) | 122 (22) | 163 (23) | 211 (19) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 3.8 (3) | 6.7 (5) | 7.1 (7) | 7.2 (7) | 7.2 (7) | 7.2 (7) | 7.2 (7) | 15/15 |
| 1komma2mir brockhoff | 2.4 (0.8) | 3.8 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 3.9 (2) | 15/15 |
| 1komma2mirser brockhoff | 1.9 (1) | 3.0 (2) | 3.1 (2) | 3.1 (2) | 3.1 (2) | 3.1 (2) | 3.1 (2) | 15/15 |
| 1komma2ser brockhoff | 4.4 (3) | 7.5 (11) | 7.9 (11) | 8.0 (11) | 8.0 (11) | 8.0 (11) | 8.0 (11) | 15/15 |
| 1komma4 brockhoff | 2.9 (2) | 5.1 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 15/15 |
| 1komma4mir brockhoff | 2.3 (2) | 3.5 (2) | 3.5 (2) | 3.6 (2) | 3.6 (2) | 3.6 (2) | 3.6 (2) | 15/15 |
| 1komma4mirser brockhoff | 1.4 (0.7) | 2.4 (1) | 2.5 (1) | 2.6 (1) | 2.6 (1) | 2.6 (1) | 2.6 (1) | 15/15 |
| 1komma4ser brockhoff | 2.5 (2) | 3.4 (2) | 3.6 (2) | 3.6 (2) | 3.6 (2) | 3.6 (2) | 3.6 (2) | 15/15 |
| 1plus1 brockhoff | 2.2 (2) | 3.5 (2) | 3.7 (2) | 3.7 (2) | 3.7 (2) | 3.7 (2) | 3.7 (2) | 15/15 |
| 1plus2mirser brockhoff | 2.2 (1) | 3.7 (3) | 3.8 (3) | 3.8 (3) | 3.8 (3) | 3.8 (3) | 3.8 (3) | 15/15 |
| ABC elabd | 15 (10) | 30 (19) | 33 (21) | 33 (21) | 33 (21) | 33 (21) | 33 (21) | 15/15 |
| AVGNEWUOA ros | 1.3 (0) | 1.4 (0.2) | 1.4 (0.2)★ | 1.4 (0.2)★ | 1.4 (0.2)★ | 1.4 (0.2)★ | 1.4 (0.2)★ | 15/15 |
| CMAEGS finck | 4.8 (5) | 7.2 (5) | 7.6 (5) | 7.6 (5) | 7.6 (5) | 7.6 (5) | 7.6 (5) | 15/15 |
| DE-F-AUC fialho | 8.2 (4) | 15 (7) | 16 (6) | 16 (6) | 16 (6) | 16 (6) | 16 (6) | 15/15 |
| DEuniform fialho | 6.2 (6) | 17 (6) | 19 (6) | 19 (6) | 19 (6) | 19 (6) | 19 (6) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.1 (2) | 5.7 (3) | 6.0 (3) | 6.0 (3) | 6.0 (3) | 6.0 (3) | 6.0 (3) | 15/15 |
| IPOP-CMA-ES ros | 3.2 (1) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 15/15 |
| MOS torre | 9.3 (6) | 22 (9) | 33 (16) | 33 (16) | 33 (16) | 33 (16) | 33 (16) | 15/15 |
| NBC-CMA preuss | 18 (17) | 48 (3) | 49 (6) | 49 (6) | 49 (6) | 49 (6) | 49 (6) | 15/15 |
| PM-AdapSS-DE fialho | 6.1 (2) | 17 (11) | 18 (13) | 18 (13) | 18 (14) | 18 (14) | 18 (14) | 15/15 |
| RCGA tran | 140 (120) | 626 (125) | 1039 (186) | 1478 (221) | 1882 (321) | 2.8e4 (3e4) | ∞2e5 | 0/15 |
| SPSA finck | 10 (9) | 18 (17) | 19 (16) | 19 (16) | 19 (16) | 19 (16) | 19 (16) | 15/15 |
| oPOEMS kubalic | 111 (19) | 144 (25) | 163 (19) | 174 (4) | 175 (4) | 176 (4) | 176 (4) | 15/15 |
| pPOEMS kubalic | 104 (31) | 136 (36) | 161 (30) | 168 (15) | 174 (4) | 175 (3) | 176 (3) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.9 (6) | 7.6 (5) | 6.3 (3) | 6.1 (3) | 5.8 (4) | 5.0 (2) | 5.5 (4) | 15/15 |
| 1komma2mir brockhoff | 3.8 (3) | 4.4 (3) | 4.1 (2) | 4.4 (2) | 4.8 (1) | 4.1 (1) | 4.1 (1) | 15/15 |
| 1komma2mirser brockhoff | 2.9 (3) | 3.5 (2) | 3.5 (1) | 3.7 (1) | 3.4 (1) | 3.4 (0.7) | 3.4 (0.7) | 15/15 |
| 1komma2ser brockhoff | 8.1 (7) | 8.4 (7) | 6.9 (5) | 8.0 (7) | 7.5 (5) | 6.8 (3) | 7.2 (4) | 15/15 |
| 1komma4 brockhoff | 1.9 (2) | 2.5 (1) | 2.3 (1) | 2.4 (0.9) | 2.5 (0.6) | 2.4 (0.6) | 2.5 (0.4) | 15/15 |
| 1komma4mir brockhoff | 2.3 (1) | 2.7 (2) | 2.6 (0.9) | 2.6 (0.7) | 2.6 (0.5) | 2.4 (0.5) | 2.5 (0.6) | 15/15 |
| 1komma4mirser brockhoff | 1.5 (1) | 1.8 (1) | 1.8 (0.8) | 1.8 (0.7) | 1.7 (0.5) | 1.7 (0.4) | 1.7 (0.3) | 15/15 |
| 1komma4ser brockhoff | 1.7 (1) | 2.1 (1) | 1.9 (1) | 2.0 (1) | 1.9 (0.8) | 2.0 (0.7) | 2.2 (0.6) | 15/15 |
| 1plus1 brockhoff | 1.6 (1) | 2.0 (0.7) | 1.9 (0.9) | 1.9 (0.8) | 1.8 (0.6) | 1.8 (0.3) | 1.9 (0.4) | 15/15 |
| 1plus2mirser brockhoff | 1.8 (1) | 2.0 (1) | 1.7 (0.7) | 1.7 (0.5) | 1.6 (0.4) | 1.5 (0.4) | 1.6 (0.3) | 15/15 |
| ABC elabd | 3.8 (6) | 13 (11) | 43 (50) | 162 (183) | 445 (1020) | 591 (711) | 523 (613) | 11/15 |
| AVGNEWUOA ros | 2.6 (3) | 2.9 (3) | 2.9 (2) | 3.8 (4) | 3.9 (4) | 4.3 (4) | 4.7 (3) | 15/15 |
| CMAEGS finck | 114 (172) | 312 (106) | 208 (55) | 486 (1290) | 608 (1027) | 602 (781) | 2352 (2831) | 4/15 |
| DE-F-AUC fialho | 5.2 (4) | 8.8 (2) | 8.9 (1) | 9.0 (2) | 8.9 (0.6) | 8.7 (0.7) | 9.5 (0.6) | 15/15 |
| DEuniform fialho | 4.2 (4) | 9.2 (3) | 9.5 (2) | 10 (0.9) | 10 (0.6) | 10 (0.7) | 10 (1) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.2 (2) | 3.3 (1) | 3.2 (0.9) | 3.3 (0.9) | 3.2 (0.8) | 3.0 (0.5) | 3.0 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 2.8 (2) | 3.3 (1) | 3.3 (1) | 3.2 (1.0) | 3.2 (0.8) | 3.0 (0.5) | 3.1 (0.5) | 15/15 |
| MOS torre | 5.7 (7) | 14 (7) | 13 (4) | 15 (3) | 14 (2) | 13 (2) | 14 (2) | 15/15 |
| NBC-CMA preuss | 4.4 (4) | 14 (7) | 11 (7) | 9.3 (5) | 8.4 (4) | 7.2 (3) | 6.9 (2) | 15/15 |
| PM-AdapSS-DE fialho | 3.6 (4) | 8.6 (5) | 8.7 (3) | 9.1 (2) | 9.4 (2) | 9.4 (1) | 10 (0.8) | 15/15 |
| RCGA tran | 13 (19) | 160 (242) | 303 (216) | 810 (808) | 1494 (1061) | 4752 (4186) | ∞2e5 | 0/15 |
| SPSA finck | 1.1e4 (2e4) | 1.2e4 (1e4) | 1.4e4 (2e4) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 34 (21) | 61 (40) | 83 (16) | 92 (15) | 101 (8) | 96 (7) | 108 (8) | 15/15 |
| pPOEMS kubalic | 37 (18) | 228 (166) | 456 (191) | 616 (102) | 631 (90) | 716 (71) | 802 (74) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 16 (31) | 11 (17) | 17 (19) | 83 (90) | 202 (184) | 202 (252) | 257 (295) | 0/15 |
| 1komma2mir brockhoff | 3.5 (4) | 6.8 (8) | 8.0 (11) | 20 (27) | 27 (32) | 27 (31) | 51 (58) | 4/15 |
| 1komma2mirser brockhoff | 4.0 (4) | 3.4 (2) | 5.2 (8) | 25 (34) | 44 (70) | 44 (41) | 59 (92) | 4/15 |
| 1komma2ser brockhoff | 7.2 (9) | 18 (22) | 17 (20) | 107 (99) | 179 (233) | 179 (281) | 389 (480) | 0/15 |
| 1komma4 brockhoff | 4.1 (5) | 2.1 (2) | 3.1 (4) | 3.4 (5) | 6.7 (8) | 6.7 (8) | 16 (19) | 15/15 |
| 1komma4mir brockhoff | 2.3 (2) | 2.1 (2) | 1.9 (2) | 3.3 (2) | 3.2 (2) | 3.2 (2) | 3.9 (4) | 15/15 |
| 1komma4mirser brockhoff | 14 (6) | 3.8 (2) | 1.6 (1) | 2.2 (3) | 3.9 (5) | 3.9 (5) | 6.8 (10) | 15/15 |
| 1komma4ser brockhoff | 3.5 (6) | 2.6 (3) | 2.6 (3) | 3.3 (4) | 5.6 (4) | 5.6 (4) | 10 (15) | 15/15 |
| 1plus1 brockhoff | 2.8 (2) | 1.9 (2) | 0.82 (0.7) | 2.2 (0.8) | 2.5 (2) | 2.5 (2) | 2.3 (2) | 15/15 |
| 1plus2mirser brockhoff | 2.3 (2) | 2.2 (3) | 1.3 (1) | 1.3 (1) | 1.5 (1) | 1.5 (1) | 1.4 (1) | 15/15 |
| ABC elabd | 6.3 (6) | 8.0 (6) | 10 (12) | 22 (20) | 85 (53) | 85 (53) | 125 (204) | 14/15 |
| AVGNEWUOA ros | 1.3 (0.3) | 6.8 (9) | 4.8 (4) | 19 (26) | 41 (52) | 41 (35) | 37 (43) | 8/15 |
| CMAEGS finck | 255 (648) | 780 (2274) | 2492 (3300) | 9087 (1e4) | 8748 (7495) | 8748 (8125) | 7881 (9288) | 1/15 |
| DE-F-AUC fialho | 2.5 (4) | 3.4 (2) | 1.1 (0.4) | 1.2 (0.5) | 1.4 (0.2) | 1.4 (0.2) | 1.5 (0.4) | 15/15 |
| DEuniform fialho | 5.6 (5) | 4.2 (2) | 1.3 (0.4) | 1.4 (0.3) | 1.6 (0.3) | 1.6 (0.3) | 1.6 (0.4) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.0 (3) | 1.7 (1.0) | 0.93 (1) | 0.90 (0.8) | 1.0 (0.9) | 1.0 (0.9) | 1.1 (0.8) | 15/15 |
| IPOP-CMA-ES ros | 3.6 (4) | 7.2 (2) | 2.0 (1) | 1.6 (1) | 1.9 (0.9) | 1.9 (0.9) | 1.8 (0.9) | 15/15 |
| MOS torre | 3.2 (5) | 4.4 (4) | 2.3 (1) | 2.2 (0.8) | 2.3 (0.9) | 2.3 (0.9) | 2.4 (0.8) | 15/15 |
| NBC-CMA preuss | 4.3 (5) | 4.9 (1) | 2.5 (4) | 2.2 (3) | 2.2 (3) | 2.2 (3) | 2.1 (2) | 15/15 |
| PM-AdapSS-DE fialho | 4.4 (4) | 3.5 (1) | 1.2 (0.2) | 1.3 (0.4) | 1.6 (0.2) | 1.6 (0.2) | 1.6 (0.3) | 15/15 |
| RCGA tran | 5.8 (5) | 42 (97) | 80 (101) | 161 (239) | 212 (305) | 212 (299) | 208 (274) | 8/15 |
| SPSA finck | 2.1e4 (2e4) | 3.0e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 79 (29) | 28 (15) | 27 (7) | 26 (4) | 28 (5) | 28 (5) | 28 (5) | 15/15 |
| pPOEMS kubalic | 63 (43) | 30 (20) | 40 (42) | 67 (48) | 91 (22) | 91 (22) | 106 (29) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 12 (26) | 28 (17) | 16 (6) | 17 (6) | 18 (5) | 18 (5) | 18 (5) | 15/15 |
| 1komma2mir brockhoff | 10 (22) | 20 (29) | 9.3 (9) | 10 (8) | 11 (8) | 11 (7) | 11 (6) | 15/15 |
| 1komma2mirser brockhoff | 12 (25) | 28 (42) | 12 (13) | 12 (10) | 13 (10) | 13 (9) | 13 (9) | 15/15 |
| 1komma2ser brockhoff | 3.9 (3) | 50 (87) | 23 (26) | 25 (22) | 28 (21) | 29 (20) | 29 (19) | 15/15 |
| 1komma4 brockhoff | 3.8 (2) | 11 (12) | 5.3 (3) | 5.4 (3) | 5.7 (3) | 6.0 (3) | 6.2 (3) | 15/15 |
| 1komma4mir brockhoff | 3.5 (3) | 13 (14) | 6.7 (6) | 6.6 (5) | 6.8 (5) | 6.9 (5) | 7.0 (4) | 15/15 |
| 1komma4mirser brockhoff | 3.5 (2) | 9.5 (12) | 4.3 (4) | 4.4 (3) | 4.6 (3) | 4.7 (3) | 4.8 (3) | 15/15 |
| 1komma4ser brockhoff | 2.0 (1) | 10 (16) | 5.0 (5) | 5.4 (5) | 5.7 (5) | 5.8 (4) | 5.8 (4) | 15/15 |
| 1plus1 brockhoff | 2.5 (1) | 6.5 (7) | 2.9 (3) | 3.0 (2) | 3.0 (2) | 3.2 (2) | 3.4 (2) | 15/15 |
| 1plus2mirser brockhoff | 2.1 (0.6) | 4.7 (5) | 2.3 (2) | 2.3 (2) | 2.5 (1) | 2.7 (1) | 2.8 (1) | 15/15 |
| ABC elabd | 3.9 (2) | 17 (13) | 26 (19) | 234 (312) | 3085 (3505) | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 2.0 (1) | 2.6 (3) | 1.0 (0.8) | 0.98 (0.7)★ | 0.98 (0.6)★2 | 1.0 (0.6)★3 | 1.0 (0.6)★3 | 15/15 |
| CMAEGS finck | 25 (53) | 50 (60) | 21 (18) | 22 (14) | 22 (13) | 24 (13) | 25 (13) | 15/15 |
| DE-F-AUC fialho | 9.2 (5) | 13 (6) | 7.2 (3) | 7.9 (2) | 8.5 (2) | 10 (2) | 11 (2) | 15/15 |
| DEuniform fialho | 8.4 (6) | 16 (8) | 9.4 (6) | 11 (6) | 12 (6) | 14 (6) | 15 (5) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.5 (2) | 7.4 (5) | 3.8 (2) | 4.1 (1) | 4.2 (1) | 4.5 (1) | 4.7 (1) | 15/15 |
| IPOP-CMA-ES ros | 5.0 (6) | 13 (17) | 5.8 (5) | 5.7 (5) | 5.8 (4) | 6.2 (4) | 6.3 (4) | 15/15 |
| MOS torre | 11 (6) | 19 (13) | 12 (5) | 13 (5) | 13 (5) | 15 (4) | 16 (3) | 15/15 |
| NBC-CMA preuss | 8.9 (5) | 13 (3) | 6.8 (2) | 7.3 (1) | 7.9 (1) | 8.4 (0.9) | 8.9 (1) | 15/15 |
| PM-AdapSS-DE fialho | 8.7 (2) | 13 (6) | 7.0 (2) | 8.7 (3) | 10 (3) | 56 (3) | 55 (3) | 15/15 |
| RCGA tran | 13 (9) | 61 (32) | 638 (988) | 1147 (1255) | 3458 (4363) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 269 (550) | 8601 (1e4) | 5810 (5884) | 2.4e4 (3e4) | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 45 (19) | 88 (45) | 55 (20) | 73 (25) | 163 (192) | 299 (205) | 380 (340) | 15/15 |
| pPOEMS kubalic | 43 (13) | 147 (160) | 221 (108) | 375 (78) | 479 (80) | 793 (120) | 1068 (87) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 11 (12) | 14 (15) | 16 (16) | 17 (13) | 18 (11) | 18 (10) | 19 (11) | 15/15 |
| 1komma2mir brockhoff | 5.2 (4) | 10 (16) | 10 (12) | 11 (9) | 11 (8) | 12 (8) | 12 (8) | 15/15 |
| 1komma2mirser brockhoff | 16 (22) | 17 (27) | 13 (16) | 13 (13) | 13 (13) | 13 (12) | 14 (11) | 15/15 |
| 1komma2ser brockhoff | 4.8 (3) | 6.8 (4) | 16 (9) | 21 (12) | 23 (12) | 24 (11) | 25 (10) | 15/15 |
| 1komma4 brockhoff | 4.1 (4) | 7.5 (8) | 6.4 (6) | 6.6 (5) | 6.9 (4) | 7.2 (4) | 7.2 (4) | 15/15 |
| 1komma4mir brockhoff | 3.0 (2) | 3.8 (4) | 4.1 (3) | 4.6 (2) | 5.0 (2) | 5.4 (2) | 5.6 (1) | 15/15 |
| 1komma4mirser brockhoff | 2.5 (1) | 3.1 (3) | 3.5 (1) | 3.9 (1) | 4.1 (0.9) | 4.3 (1) | 4.4 (1) | 15/15 |
| 1komma4ser brockhoff | 2.7 (2) | 9.2 (10) | 7.3 (6) | 7.3 (5) | 7.3 (5) | 7.3 (5) | 7.3 (4) | 15/15 |
| 1plus1 brockhoff | 2.6 (0.7) | 3.4 (3) | 2.9 (2) | 3.1 (2) | 3.1 (2) | 3.4 (2) | 3.6 (2) | 15/15 |
| 1plus2mirser brockhoff | 2.7 (2) | 4.0 (3) | 3.3 (2) | 3.3 (2) | 3.4 (2) | 3.6 (2) | 3.7 (2) | 15/15 |
| ABC elabd | 5.2 (4) | 7.3 (6) | 94 (206) | 473 (634) | 4869 (3801) | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 1.7 (1) | 1.7 (1) | 1.2 (0.7)★2 | 1.1 (0.6)★2 | 1.1 (0.6)★3 | 1.2 (0.6)★3 | 1.2 (0.6)★4 | 15/15 |
| CMAEGS finck | 26 (13) | 37 (62) | 29 (34) | 27 (29) | 27 (26) | 28 (26) | 29 (25) | 15/15 |
| DE-F-AUC fialho | 7.6 (4) | 10 (6) | 9.3 (7) | 11 (8) | 20 (7) | 24 (6) | 24 (6) | 15/15 |
| DEuniform fialho | 9.1 (6) | 9.1 (4) | 10 (2) | 12 (3) | 13 (3) | 14 (3) | 15 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.4 (2) | 5.9 (7) | 4.8 (4) | 4.8 (4) | 5.1 (3) | 5.4 (3) | 5.7 (3) | 15/15 |
| IPOP-CMA-ES ros | 2.9 (3) | 4.8 (3) | 4.4 (3) | 4.8 (2) | 5.0 (2) | 5.5 (2) | 5.7 (2) | 15/15 |
| MOS torre | 11 (3) | 4.9 (0.8) | 7.0 (3) | 9.3 (2) | 10 (1) | 12 (1) | 14 (1) | 15/15 |
| NBC-CMA preuss | 10 (5) | 9.1 (3) | 8.7 (1) | 9.3 (1) | 10 (0.8) | 10 (1) | 11 (0.8) | 15/15 |
| PM-AdapSS-DE fialho | 7.6 (6) | 8.5 (4) | 8.4 (4) | 10 (3) | 10 (2) | 12 (3) | 13 (2) | 15/15 |
| RCGA tran | 12 (6) | 183 (260) | 1570 (2128) | 7119 (5592) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1403 (2236) | 9834 (9458) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 54 (21) | 215 (55) | 138 (47) | 176 (267) | 253 (454) | 461 (628) | 605 (816) | 15/15 |
| pPOEMS kubalic | 58 (15) | 147 (133) | 323 (117) | 466 (95) | 626 (59) | 944 (80) | 1277 (91) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 17 (10) | 16 (6) | 16 (4) | 16 (4) | 15 (5) | 14 (4) | 13 (4) | 15/15 |
| 1komma2mir brockhoff | 16 (4) | 14 (3) | 13 (3) | 13 (2) | 12 (2) | 11 (2) | 11 (2) | 15/15 |
| 1komma2mirser brockhoff | 10 (5) | 11 (2) | 10 (2) | 10 (1) | 9.2 (1) | 8.8 (1) | 8.4 (1) | 15/15 |
| 1komma2ser brockhoff | 24 (17) | 30 (12) | 29 (11) | 28 (11) | 27 (11) | 25 (10) | 23 (9) | 15/15 |
| 1komma4 brockhoff | 4.8 (3) | 5.2 (2) | 5.3 (2) | 5.3 (0.8) | 5.1 (0.8) | 5.1 (0.6) | 4.9 (0.5) | 15/15 |
| 1komma4mir brockhoff | 5.3 (3) | 5.2 (2) | 5.6 (1) | 5.6 (0.7) | 5.6 (0.6) | 5.4 (0.5) | 5.1 (0.4) | 15/15 |
| 1komma4mirser brockhoff | 3.8 (2) | 3.9 (2) | 3.9 (1) | 4.0 (0.4) | 4.0 (0.3) | 3.8 (0.3) | 3.7 (0.3) | 15/15 |
| 1komma4ser brockhoff | 4.4 (4) | 5.2 (3) | 5.4 (2) | 5.2 (1) | 5.0 (1) | 4.7 (1) | 4.6 (1) | 15/15 |
| 1plus1 brockhoff | 3.2 (1) | 3.1 (0.9) | 3.2 (0.6) | 3.2 (0.5) | 3.1 (0.5) | 3.1 (0.5) | 3.0 (0.4) | 15/15 |
| 1plus2mirser brockhoff | 3.0 (1) | 2.7 (1) | 2.8 (0.3) | 2.9 (0.3) | 2.8 (0.3) | 2.8 (0.3) | 2.8 (0.3) | 15/15 |
| ABC elabd | 1201 (1321) | 2.8e4 (3e4) | 2.6e4 (4e4) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 1.9 (1) | 3.4 (2) | 5.8 (3) | 6.9 (3) | 7.9 (4) | 10 (5) | 11 (6) | 15/15 |
| CMAEGS finck | 41 (19) | 33 (8) | 31 (7) | 150 (6) | 140 (5) | 126 (5) | 115 (4) | 14/15 |
| DE-F-AUC fialho | 4.7 (0.9) | 4.5 (0.7) | 5.1 (0.6) | 5.8 (0.7) | 6.2 (0.5) | 7.1 (0.6) | 7.7 (0.6) | 15/15 |
| DEuniform fialho | 5.0 (0.8) | 4.7 (0.5) | 5.3 (0.6) | 6.1 (0.5) | 6.7 (0.7) | 7.5 (0.7) | 8.4 (0.7) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.1 (2) | 3.4 (0.8) | 3.5 (0.7) | 3.6 (0.7) | 3.5 (0.7) | 3.5 (0.6) | 3.5 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 3.9 (2) | 4.3 (2) | 4.4 (0.9) | 4.5 (0.9) | 4.4 (0.7) | 4.4 (0.7) | 4.3 (0.6) | 15/15 |
| MOS torre | 11 (4) | 13 (5) | 15 (9) | 15 (9) | 16 (13) | 17 (18) | 17 (16) | 15/15 |
| NBC-CMA preuss | 7.7 (3) | 9.1 (3) | 10 (2) | 12 (3) | 13 (3) | 12 (3) | 12 (3) | 15/15 |
| PM-AdapSS-DE fialho | 4.8 (0.6) | 4.6 (0.7) | 5.4 (0.6) | 5.9 (0.6) | 6.6 (0.6) | 7.4 (0.5) | 8.2 (0.4) | 15/15 |
| RCGA tran | 566 (791) | 2414 (2220) | 1.3e4 (9152) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1.7e4 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 826 (1576) | 1939 (1885) | 4072 (4867) | 6384 (9272) | 1.0e4 (9289) | 3.0e4 (4e4) | 5.5e4 (4e4) | 1/15 |
| pPOEMS kubalic | 364 (269) | 472 (162) | 713 (139) | 830 (100) | 922 (118) | 1185 (136) | 1303 (198) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 36 (16) | 28 (9) | 14 (4) | 12 (3) | 12 (3) | 12 (3) | 11 (2) | 15/15 |
| 1komma2mir brockhoff | 29 (20) | 23 (4) | 12 (2) | 10 (2) | 10 (1) | 10 (1) | 9.4 (1) | 15/15 |
| 1komma2mirser brockhoff | 20 (14) | 19 (5) | 9.5 (2) | 8.5 (2) | 8.3 (2) | 8.2 (2) | 8.0 (1) | 15/15 |
| 1komma2ser brockhoff | 36 (48) | 36 (25) | 19 (11) | 17 (10) | 17 (10) | 16 (9) | 15 (8) | 15/15 |
| 1komma4 brockhoff | 10 (7) | 8.9 (2) | 4.7 (0.6) | 4.3 (0.5) | 4.3 (0.4) | 4.2 (0.4) | 4.2 (0.4) | 15/15 |
| 1komma4mir brockhoff | 12 (6) | 9.4 (2) | 4.7 (1) | 4.3 (0.9) | 4.3 (0.6) | 4.3 (0.6) | 4.2 (0.5) | 15/15 |
| 1komma4mirser brockhoff | 7.0 (3) | 7.0 (2) | 3.6 (0.4) | 3.2 (0.3) | 3.2 (0.3) | 3.1 (0.2) | 3.0 (0.2) | 15/15 |
| 1komma4ser brockhoff | 9.3 (5) | 7.5 (2) | 4.0 (0.9) | 3.7 (0.7) | 3.6 (0.8) | 3.6 (0.7) | 3.5 (0.6) | 15/15 |
| 1plus1 brockhoff | 5.9 (4) | 5.3 (2) | 2.8 (0.3) | 2.5 (0.2) | 2.5 (0.2) | 2.5 (0.2) | 2.5 (0.2) | 15/15 |
| 1plus2mirser brockhoff | 5.3 (2) | 4.5 (1) | 2.5 (0.4) | 2.3 (0.3) | 2.2 (0.4) | 2.2 (0.3) | 2.3 (0.3) | 15/15 |
| ABC elabd | 28 (16) | 263 (272) | 2433 (2797) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 2.0 (1) | 3.3 (2) | 2.5 (0.9) | 2.7 (0.7) | 3.3 (1.0) | 4.3 (2) | 5.0 (2) | 15/15 |
| CMAEGS finck | 78 (31) | 59 (8) | 29 (3) | 25 (3) | 24 (3) | 23 (3) | 23 (4) | 15/15 |
| DE-F-AUC fialho | 5.7 (2) | 5.5 (0.9) | 3.0 (0.5) | 3.4 (0.5) | 3.7 (0.4) | 4.6 (0.5) | 5.3 (0.6) | 15/15 |
| DEuniform fialho | 5.9 (2) | 5.6 (0.8) | 3.3 (0.4) | 3.5 (0.4) | 3.9 (0.5) | 4.9 (0.5) | 5.7 (0.4) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.3 (3) | 4.5 (2) | 2.4 (0.5) | 2.3 (0.4) | 2.3 (0.4) | 2.5 (0.3) | 2.5 (0.2) | 15/15 |
| IPOP-CMA-ES ros | 9.2 (4) | 7.5 (2) | 4.0 (0.5) | 3.7 (0.4) | 3.7 (0.4) | 3.7 (0.3) | 3.7 (0.3) | 15/15 |
| MOS torre | 17 (8) | 17 (3) | 8.8 (1) | 8.5 (0.2) | 8.8 (0.7) | 9.0 (0.6) | 9.4 (0.4) | 15/15 |
| NBC-CMA preuss | 11 (9) | 16 (8) | 9.1 (3) | 8.8 (3) | 9.2 (3) | 9.0 (3) | 9.1 (4) | 15/15 |
| PM-AdapSS-DE fialho | 6.2 (1) | 5.6 (0.9) | 3.4 (0.4) | 3.6 (0.4) | 4.1 (0.6) | 4.9 (0.5) | 5.6 (0.3) | 15/15 |
| RCGA tran | 343 (508) | 1207 (1331) | 2949 (2636) | 8132 (1e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 3551 (3370) | 1.9e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 138 (102) | 717 (698) | 641 (475) | 891 (664) | 1260 (767) | 1683 (1168) | 2375 (1705) | 10/15 |
| pPOEMS kubalic | 86 (88) | 384 (199) | 312 (133) | 447 (84) | 534 (119) | 787 (126) | 944 (121) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 54 (65) | 39 (31) | 27 (22) | 28 (29) | 27 (26) | 22 (21) | 21 (21) | 12/15 |
| 1komma2mir brockhoff | 25 (20) | 16 (15) | 11 (9) | 10 (8) | 10 (7) | 8.1 (6) | 8.1 (5) | 15/15 |
| 1komma2mirser brockhoff | 25 (39) | 17 (20) | 11 (12) | 10 (10) | 9.4 (9) | 6.9 (6) | 6.7 (6) | 15/15 |
| 1komma2ser brockhoff | 96 (126) | 90 (91) | 60 (64) | 55 (52) | 52 (49) | 46 (67) | 67 (102) | 6/15 |
| 1komma4 brockhoff | 19 (18) | 13 (13) | 8.0 (8) | 7.4 (8) | 7.1 (7) | 5.2 (5) | 5.2 (5) | 15/15 |
| 1komma4mir brockhoff | 17 (13) | 12 (10) | 7.9 (8) | 7.3 (8) | 7.1 (7) | 5.3 (5) | 5.1 (5) | 15/15 |
| 1komma4mirser brockhoff | 13 (12) | 10 (7) | 6.8 (5) | 6.4 (5) | 6.2 (5) | 4.7 (4) | 4.6 (3) | 15/15 |
| 1komma4ser brockhoff | 6.8 (6) | 7.2 (5) | 5.6 (3) | 5.6 (4) | 5.5 (4) | 4.2 (3) | 4.2 (3) | 15/15 |
| 1plus1 brockhoff | 10 (11) | 6.2 (7) | 4.1 (4) | 3.9 (4) | 3.8 (4) | 2.9 (3) | 3.0 (3) | 15/15 |
| 1plus2mirser brockhoff | 10 (9) | 7.9 (6) | 5.1 (4) | 5.0 (4) | 4.7 (4) | 3.5 (3) | 3.5 (3) | 15/15 |
| ABC elabd | 53 (55) | 283 (425) | 1650 (2213) | 1.1e4 (2e4) | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 4.4 (5) | 3.2 (3) | 2.2 (2) | 2.2 (2) | 2.2 (2) | 1.8 (2) | 1.9 (2) | 15/15 |
| CMAEGS finck | 1353 (2333) | 1386 (1202) | 1872 (3346) | 2083 (1883) | 2724 (4904) | 2827 (3764) | 2492 (1515) | 2/15 |
| DE-F-AUC fialho | 14 (2) | 43 (6) | 146 (444) | 132 (375) | 173 (506) | 114 (216) | 145 (197) | 11/15 |
| DEuniform fialho | 14 (3) | 8.1 (5) | 227 (444) | 277 (561) | 251 (338) | 221 (323) | 196 (382) | 10/15 |
| IPOP-ACTCMA-ES ros | 10 (12) | 7.8 (11) | 6.2 (8) | 6.0 (8) | 5.9 (7) | 4.6 (5) | 4.6 (5) | 15/15 |
| IPOP-CMA-ES ros | 8.9 (9) | 6.6 (8) | 4.5 (5) | 4.6 (4) | 4.6 (4) | 3.7 (3) | 4.1 (3) | 15/15 |
| MOS torre | 24 (8) | 19 (13) | 13 (8) | 12 (8) | 12 (7) | 9.2 (5) | 9.1 (5) | 15/15 |
| NBC-CMA preuss | 24 (17) | 15 (10) | 10 (6) | 11 (5) | 11 (5) | 8.5 (3) | 8.7 (4) | 15/15 |
| PM-AdapSS-DE fialho | 343 (5) | 284 (893) | 229 (448) | 504 (750) | 456 (847) | 324 (647) | 286 (667) | 9/15 |
| RCGA tran | 590 (1157) | 575 (893) | 414 (384) | 1103 (1332) | 1141 (1096) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 7161 (1e4) | 1.2e4 (2e4) | 1.2e4 (1e4) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 2183 (5037) | 3744 (2902) | 4463 (3998) | 5465 (4593) | ∞ | ∞ | ∞9e5 | 0/15 |
| pPOEMS kubalic | 849 (549) | 603 (192) | 442 (122) | 538 (127) | 617 (141) | 582 (250) | 651 (298) | 13/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 21 (26) | 29 (17) | 27 (20) | 29 (19) | 26 (17) | 24 (13) | 41 (30) | 11/15 |
| 1komma2mir brockhoff | 17 (19) | 26 (21) | 33 (23) | 32 (24) | 25 (16) | 36 (27) | 56 (54) | 7/15 |
| 1komma2mirser brockhoff | 15 (23) | 19 (16) | 21 (11) | 22 (10) | 20 (13) | 28 (28) | 72 (92) | 7/15 |
| 1komma2ser brockhoff | 17 (24) | 45 (38) | 47 (34) | 47 (34) | 37 (31) | 67 (57) | 91 (57) | 6/15 |
| 1komma4 brockhoff | 6.6 (7) | 8.1 (5) | 8.7 (3) | 7.9 (3) | 6.1 (2) | 6.9 (2) | 8.1 (4) | 15/15 |
| 1komma4mir brockhoff | 5.2 (5) | 8.6 (7) | 8.3 (6) | 7.8 (4) | 5.9 (2) | 7.1 (2) | 7.6 (3) | 15/15 |
| 1komma4mirser brockhoff | 3.4 (3) | 5.1 (3) | 5.9 (3) | 6.1 (2) | 4.6 (2) | 6.3 (2) | 6.9 (3) | 15/15 |
| 1komma4ser brockhoff | 7.3 (8) | 7.7 (6) | 7.7 (3) | 7.2 (3) | 5.6 (2) | 6.0 (0.9) | 5.5 (0.9) | 15/15 |
| 1plus1 brockhoff | 4.1 (4) | 7.7 (6) | 6.9 (4) | 6.6 (6) | 5.3 (3) | 5.0 (4) | 6.0 (4) | 15/15 |
| 1plus2mirser brockhoff | 5.2 (3) | 5.1 (4) | 5.1 (3) | 4.8 (3) | 3.4 (2) | 3.6 (2) | 4.5 (3) | 15/15 |
| ABC elabd | 12 (9) | 160 (154) | 3819 (3956) | 3.1e4 (3e4) | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 5.7 (8) | 14 (12) | 42 (46) | 114 (166) | 159 (161) | 257 (366) | ∞2e4 | 0/15 |
| CMAEGS finck | 1639 (3064) | 2638 (3185) | 1.8e4 (3e4) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 7.4 (2) | 7.7 (1) | 8.7 (0.7) | 8.8 (1) | 7.0 (0.8) | 7.4 (0.6) | 7.2 (0.8) | 15/15 |
| DEuniform fialho | 8.9 (2) | 8.9 (0.9) | 10 (0.6) | 10 (1.0) | 7.6 (0.6) | 7.9 (0.6) | 7.7 (0.6) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.4 (1) | 3.6 (1) | 3.9 (0.9) | 4.3 (1) | 3.3 (0.8) | 3.4 (0.7) | 3.4 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 3.4 (0.9) | 5.0 (3) | 5.9 (2) | 5.7 (1) | 4.6 (0.9) | 4.6 (1) | 4.5 (0.8) | 15/15 |
| MOS torre | 14 (5) | 15 (5) | 15 (2) | 15 (2) | 11 (0.9) | 11 (1) | 10 (0.4) | 15/15 |
| NBC-CMA preuss | 10 (2) | 9.1 (3) | 12 (5) | 12 (4) | 8.8 (3) | 8.8 (2) | 8.6 (2) | 15/15 |
| PM-AdapSS-DE fialho | 7.9 (2) | 8.1 (1) | 10 (0.8) | 10 (0.9) | 7.5 (0.5) | 7.8 (0.6) | 7.7 (0.3) | 15/15 |
| RCGA tran | 115 (206) | 440 (743) | 1258 (1212) | 3763 (4150) | 5111 (7623) | 3921 (4231) | ∞2e5 | 0/15 |
| SPSA finck | 111 (97) | 2720 (3453) | 4.2e4 (4e4) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 68 (51) | 1186 (1300) | 3471 (4693) | 4086 (5876) | 1.2e4 (2e4) | ∞ | ∞9e5 | 0/15 |
| pPOEMS kubalic | 102 (76) | 595 (207) | 926 (133) | 1236 (177) | 1021 (174) | 1392 (436) | 1651 (417) | 9/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 15 (13) | 6.4 (7) | 6.6 (5) | 7.3 (5) | 12 (8) | 21 (7) | 18 (5) | 15/15 |
| 1komma2mir brockhoff | 1.8 (2) | 4.2 (2) | 4.5 (2) | 4.9 (2) | 6.8 (3) | 15 (5) | 16 (3) | 15/15 |
| 1komma2mirser brockhoff | 2.6 (2) | 2.5 (2) | 3.1 (2) | 3.9 (1) | 5.1 (3) | 13 (7) | 12 (3) | 15/15 |
| 1komma2ser brockhoff | 3.9 (5) | 3.3 (3) | 5.2 (4) | 8.6 (8) | 13 (12) | 31 (16) | 27 (11) | 15/15 |
| 1komma4 brockhoff | 5.2 (7) | 2.9 (2) | 3.3 (0.9) | 3.9 (1) | 4.2 (1) | 7.7 (1) | 6.7 (0.8) | 15/15 |
| 1komma4mir brockhoff | 3.2 (4) | 2.1 (1) | 2.7 (0.9) | 3.0 (0.9) | 3.6 (2) | 7.2 (2) | 7.0 (1) | 15/15 |
| 1komma4mirser brockhoff | 2.0 (2) | 1.6 (1) | 2.3 (0.7) | 2.6 (0.9) | 3.0 (1) | 5.2 (1) | 4.8 (0.6) | 15/15 |
| 1komma4ser brockhoff | 4.6 (6) | 1.8 (1) | 2.7 (0.9) | 3.5 (2) | 4.4 (2) | 6.6 (2) | 5.8 (1) | 15/15 |
| 1plus1 brockhoff | 3.8 (3) | 2.2 (1) | 3.0 (0.9) | 2.9 (0.6) | 3.4 (1) | 4.4 (1.0) | 3.9 (0.8) | 15/15 |
| 1plus2mirser brockhoff | 2.0 (2) | 2.1 (2) | 2.6 (0.9) | 2.5 (0.8) | 2.7 (0.9) | 3.8 (0.8) | 3.3 (0.7)★ | 15/15 |
| ABC elabd | 1.6 (2) | 9.1 (8) | 14 (5) | 26 (15) | 317 (421) | 1.3e4 (2e4) | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 5.2 (5) | 1.2 (0.6) | 1.2 (0.3)★2 | 1.1 (0.2)★4 | 1.2 (0.2)★3 | 2.7 (0.8)★ | 6.9 (3) | 6/15 |
| CMAEGS finck | 49 (114) | 14 (14) | 12 (10) | 15 (13) | 25 (20) | 36 (11) | 422 (776) | 12/15 |
| DE-F-AUC fialho | 2.3 (2) | 3.8 (3) | 11 (4) | 12 (2) | 10 (2) | 10 (1) | 8.3 (1.0) | 15/15 |
| DEuniform fialho | 1.8 (1) | 4.5 (3) | 12 (5) | 14 (2) | 11 (1) | 12 (1) | 8.8 (0.6) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.5 (2) | 2.8 (2) | 3.8 (1) | 4.2 (0.9) | 3.7 (1) | 5.0 (1) | 4.2 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 3.1 (5) | 3.8 (3) | 4.1 (2) | 4.7 (2) | 4.8 (2) | 6.8 (1) | 5.8 (0.8) | 15/15 |
| MOS torre | 1.3 (1) | 4.1 (4) | 15 (6) | 17 (4) | 15 (3) | 18 (2) | 14 (2) | 15/15 |
| NBC-CMA preuss | 2.5 (2) | 5.9 (5) | 12 (4) | 12 (2) | 9.5 (1) | 11 (1) | 8.7 (0.5) | 15/15 |
| PM-AdapSS-DE fialho | 2.1 (2) | 5.5 (5) | 12 (3) | 13 (2) | 11 (1) | 11 (1) | 8.7 (0.5) | 15/15 |
| RCGA tran | 2.1 (2) | 10 (10) | 37 (30) | 71 (94) | 211 (295) | 1887 (1741) | ∞2e5 | 0/15 |
| SPSA finck | 587 (603) | 300 (133) | 208 (118) | 166 (118) | 430 (201) | 2272 (2969) | ∞3e5 | 0/15 |
| oPOEMS kubalic | 296 (48) | 55 (16) | 64 (37) | 114 (29) | 139 (23) | 313 (338) | 1.5e4 (1e4) | 2/15 |
| pPOEMS kubalic | 45 (148) | 44 (36) | 92 (79) | 470 (243) | 738 (316) | 1224 (149) | 1508 (383) | 10/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 7.6 (10) | 31 (29) | 67 (62) | 51 (47) | 50 (56) | 48 (60) | 47 (42) | 1/15 |
| 1komma2mir brockhoff | 2.7 (1) | 8.2 (9) | 12 (14) | 9.0 (10) | 8.8 (13) | 8.5 (5) | 8.3 (10) | 5/15 |
| 1komma2mirser brockhoff | 3.7 (4) | 10 (10) | 11 (13) | 8.4 (11) | 8.3 (13) | 7.9 (9) | 7.7 (12) | 5/15 |
| 1komma2ser brockhoff | 9.0 (14) | 39 (34) | 33 (36) | 25 (25) | 25 (24) | 24 (37) | 23 (20) | 2/15 |
| 1komma4 brockhoff | 3.9 (6) | 5.7 (6) | 7.0 (12) | 5.3 (5) | 5.2 (6) | 5.0 (4) | 4.9 (6) | 7/15 |
| 1komma4mir brockhoff | 1.2 (0.6) | 2.9 (4) | 8.3 (10) | 6.3 (6) | 6.2 (6) | 6.0 (4) | 5.8 (10) | 6/15 |
| 1komma4mirser brockhoff | 2.2 (3) | 2.0 (4) | 2.6 (4) | 2.0 (2) | 1.9 (2) | 1.9 (2) | 1.8 (3) | 12/15 |
| 1komma4ser brockhoff | 4.2 (7) | 3.9 (3) | 22 (26) | 17 (15) | 17 (21) | 16 (19) | 16 (15) | 3/15 |
| 1plus1 brockhoff | 2.5 (3) | 3.8 (3) | 11 (11) | 8.3 (6) | 8.2 (12) | 7.9 (6) | 7.7 (9) | 5/15 |
| 1plus2mirser brockhoff | 2.1 (3) | 7.0 (6) | 7.2 (12) | 5.5 (6) | 5.4 (7) | 5.1 (6) | 5.0 (6) | 7/15 |
| ABC elabd | 3.6 (2) | 34 (46) | 42 (45) | 88 (141) | 250 (208) | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 3.2 (4) | 3.7 (5) | 3.1 (3) | 2.3 (3) | 2.3 (3) | 2.2 (2) | 2.1 (2) | 8/15 |
| CMAEGS finck | 12 (19) | 36 (59) | 325 (490) | 519 (571) | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 1.8 (1) | 1.4 (0.5) | 0.41 (0.1)↑0 | 0.37 (0.1)↑0 | 0.38 (0.1)↑0 | 0.40 (0.1)↑0 | 0.43 (0.1)↑0 | 15/15 |
| DEuniform fialho | 2.3 (1) | 1.6 (0.5) | 3.9 (0.1) | 3.0 (0.1) | 3.0 (0.1) | 2.9 (0.1) | 2.9 (0.1) | 14/15 |
| IPOP-ACTCMA-ES ros | 0.99 (0.6) | 1.6 (2) | 1.0 (0.7) | 0.85 (0.5) | 0.85 (0.5) | 0.85 (0.5) | 0.85 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 2.4 (4) | 1.4 (1) | 1.2 (0.8) | 0.93 (0.6) | 0.93 (0.6) | 0.92 (0.6) | 0.93 (0.6) | 15/15 |
| MOS torre | 4.9 (2) | 3.8 (3) | 1.5 (1) | 1.6 (1) | 1.6 (1) | 1.6 (1) | 1.6 (1) | 15/15 |
| NBC-CMA preuss | 3.2 (1) | 3.1 (3) | 3.1 (3) | 2.4 (2) | 2.3 (2) | 2.3 (2) | 2.2 (2) | 15/15 |
| PM-AdapSS-DE fialho | 2.3 (1) | 1.5 (0.8) | 3.9 (0.3) | 3.0 (0.2) | 3.0 (0.2) | 2.9 (0.2) | 2.9 (0.2) | 14/15 |
| RCGA tran | 5.3 (4) | 24 (18) | 9.3 (13) | 7.5 (10) | 9.4 (10) | 17 (27) | 39 (46) | 2/15 |
| SPSA finck | 474 (1241) | 3249 (2843) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 15 (7) | 26 (28) | 85 (138) | 65 (105) | 65 (64) | 63 (55) | 62 (83) | 11/15 |
| pPOEMS kubalic | 17 (17) | 46 (16) | 23 (3) | 21 (2) | 23 (3) | 28 (2) | 32 (2) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 19 (26) | 37 (25) | 96 (129) | 160 (181) | 68 (108) | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 2.4 (2) | 12 (14) | 21 (25) | 40 (31) | 26 (25) | 23 (35) | 42 (48) | 3/15 |
| 1komma2mirser brockhoff | 2.5 (2) | 11 (12) | 19 (13) | 25 (32) | 17 (23) | 16 (19) | 64 (59) | 2/15 |
| 1komma2ser brockhoff | 27 (25) | 33 (49) | 97 (134) | 129 (123) | 115 (99) | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 3.3 (3) | 13 (22) | 15 (19) | 19 (23) | 10 (11) | 8.7 (11) | 61 (56) | 2/15 |
| 1komma4mir brockhoff | 5.3 (16) | 5.3 (5) | 8.1 (6) | 8.6 (8) | 5.6 (7) | 5.0 (8) | 5.0 (5) | 12/15 |
| 1komma4mirser brockhoff | 1.8 (3) | 4.5 (6) | 5.3 (6) | 6.4 (8) | 7.3 (9) | 6.9 (10) | 6.9 (14) | 9/15 |
| 1komma4ser brockhoff | 6.1 (10) | 8.1 (13) | 12 (10) | 18 (30) | 14 (15) | 16 (19) | 22 (23) | 5/15 |
| 1plus1 brockhoff | 3.1 (7) | 3.7 (3) | 10 (12) | 20 (15) | 28 (39) | 27 (26) | 66 (71) | 1/15 |
| 1plus2mirser brockhoff | 1.9 (1) | 3.4 (6) | 4.7 (5) | 13 (21) | 12 (16) | 41 (39) | 60 (65) | 2/15 |
| ABC elabd | 1.2 (1) | 3.1 (3) | 19 (21) | 142 (155) | 2272 (2938) | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 3.6 (3) | 6.1 (6) | 23 (23) | 59 (95) | 73 (103) | ∞ | ∞2e4 | 0/15 |
| CMAEGS finck | 13 (5) | 90 (128) | 445 (664) | 5696 (6376) | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 2.5 (3) | 4.4 (3) | 6.7 (4) | 5.8 (2) | 2.7 (1) | 8.5 (0.8) | 8.2 (0.7) | 14/15 |
| DEuniform fialho | 2.1 (2) | 4.5 (3) | 7.3 (2) | 7.5 (2) | 3.4 (1.0) | 2.2 (0.6) | 2.2 (0.6) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.5 (1) | 3.2 (3) | 2.7 (3) | 3.1 (3) | 1.5 (1) | 0.93 (0.7) | 0.93 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 2.2 (2) | 3.2 (6) | 3.8 (4) | 3.3 (3) | 1.4 (1) | 0.88 (0.7) | 1.1 (0.9) | 15/15 |
| MOS torre | 1.5 (2) | 5.3 (9) | 4.4 (6) | 3.8 (4) | 1.9 (2) | 1.3 (1) | 1.4 (1) | 15/15 |
| NBC-CMA preuss | 1.5 (1) | 7.5 (8) | 7.1 (10) | 8.6 (13) | 3.8 (6) | 2.4 (4) | 2.4 (4) | 15/15 |
| PM-AdapSS-DE fialho | 1.6 (2) | 6.4 (5) | 11 (10) | 11 (8) | 17 (7) | 10 (4) | 10 (4) | 14/15 |
| RCGA tran | 1.5 (1) | 17 (30) | 45 (40) | 117 (110) | 125 (188) | 117 (148) | 198 (159) | 1/15 |
| SPSA finck | 105 (98) | 312 (473) | 1570 (1357) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 18 (4) | 28 (13) | 523 (776) | 521 (571) | 224 (467) | 133 (141) | 128 (197) | 11/15 |
| pPOEMS kubalic | 18 (7) | 15 (18) | 85 (43) | 112 (33) | 105 (53) | 103 (142) | 119 (134) | 13/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.8 (6) | 11 (13) | 24 (26) | 138 (149) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 3.6 (4) | 5.1 (7) | 3.9 (6) | 4.3 (5) | 11 (14) | 187 (221) | ∞3e4 | 0/15 |
| 1komma2mirser brockhoff | 3.4 (6) | 1.3 (1) | 5.1 (5) | 7.5 (8) | 22 (19) | 184 (176) | 124 (78) | 1/15 |
| 1komma2ser brockhoff | 102 (12) | 30 (46) | 50 (53) | 859 (1023) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 17 (6) | 7.5 (7) | 8.4 (11) | 16 (14) | 19 (21) | 91 (136) | ∞3e4 | 0/15 |
| 1komma4mir brockhoff | 3.7 (4) | 4.6 (13) | 3.3 (4) | 5.9 (7) | 4.2 (5) | 61 (67) | 129 (112) | 1/15 |
| 1komma4mirser brockhoff | 12 (3) | 3.6 (4) | 3.8 (5) | 3.8 (4) | 6.5 (5) | 87 (106) | ∞3e4 | 0/15 |
| 1komma4ser brockhoff | 3.5 (4) | 5.0 (11) | 6.9 (11) | 12 (13) | 18 (19) | ∞ | ∞3e4 | 0/15 |
| 1plus1 brockhoff | 10 (2) | 5.2 (4) | 15 (24) | 36 (44) | 88 (58) | ∞ | ∞3e4 | 0/15 |
| 1plus2mirser brockhoff | 9.1 (1) | 6.3 (9) | 6.3 (8) | 13 (15) | 17 (18) | 92 (84) | 125 (112) | 1/15 |
| ABC elabd | 2.9 (4) | 6.7 (4) | 11 (8) | 42 (48) | 469 (403) | 1804 (3004) | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 3.0 (1) | 8.0 (9) | 13 (14) | 153 (142) | ∞ | ∞ | ∞2e4 | 0/15 |
| CMAEGS finck | 15 (12) | 17 (28) | 12 (15) | 243 (343) | 739 (1325) | 1793 (1632) | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 3.9 (4) | 3.3 (2) | 2.7 (0.7) | 2.6 (0.4) | 1.6 (0.2) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| DEuniform fialho | 2.0 (2) | 3.6 (2) | 2.8 (0.8) | 2.7 (0.4) | 1.7 (0.1) | 1.4 (0.1) | 1.3 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.1 (4) | 6.6 (11) | 2.8 (3) | 2.1 (2) | 1.6 (1) | 1.2 (0.9) | 0.95 (0.8) | 15/15 |
| IPOP-CMA-ES ros | 18 (4) | 2.2 (1) | 1.1 (0.3) | 1.8 (2) | 1.2 (0.9) | 1.1 (0.2) | 1.0 (0.6) | 15/15 |
| MOS torre | 2.2 (3) | 5.9 (3) | 6.8 (5) | 6.2 (4) | 5.2 (5) | 3.7 (3) | 3.4 (2) | 15/15 |
| NBC-CMA preuss | 2.4 (2) | 4.1 (2) | 2.1 (0.4) | 1.7 (0.2) | 0.93 (0.1) | 1.4 (2) | 1.2 (2) | 15/15 |
| PM-AdapSS-DE fialho | 1.7 (1) | 3.7 (2) | 2.5 (0.8) | 2.7 (0.3) | 1.7 (0.2) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| RCGA tran | 2.8 (3) | 25 (13) | 72 (74) | 81 (80) | 51 (31) | 155 (224) | ∞2e5 | 0/15 |
| SPSA finck | 2.9e4 (8e4) | 4545 (6763) | 1301 (1593) | 2511 (2335) | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 166 (131) | 22 (14) | 26 (8) | 28 (4) | 18 (1) | 15 (2) | 30 (11) | 15/15 |
| pPOEMS kubalic | 15 (27) | 19 (9) | 129 (39) | 185 (30) | 125 (23) | 107 (12) | 105 (11) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 9.1 (20) | 28 (44) | 23 (24) | 137 (95) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 1.3 (1) | 10 (13) | 14 (15) | 26 (33) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mirser brockhoff | 1.4 (1) | 4.2 (4) | 6.1 (10) | 20 (19) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2ser brockhoff | 15 (24) | 46 (48) | 103 (94) | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 5.4 (9) | 7.2 (8) | 5.5 (7) | 16 (25) | 120 (145) | ∞ | ∞3e4 | 0/15 |
| 1komma4mir brockhoff | 4.6 (12) | 5.0 (4) | 3.1 (3) | 6.2 (3) | 18 (23) | ∞ | ∞3e4 | 0/15 |
| 1komma4mirser brockhoff | 4.0 (8) | 4.7 (4) | 5.8 (9) | 8.7 (11) | 17 (16) | ∞ | ∞3e4 | 0/15 |
| 1komma4ser brockhoff | 5.3 (8) | 12 (19) | 8.8 (11) | 19 (24) | 125 (170) | ∞ | ∞3e4 | 0/15 |
| 1plus1 brockhoff | 6.0 (7) | 21 (22) | 11 (6) | 35 (41) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1plus2mirser brockhoff | 5.8 (11) | 11 (18) | 9.5 (12) | 26 (19) | 128 (162) | ∞ | ∞3e4 | 0/15 |
| ABC elabd | 3.4 (3) | 15 (13) | 70 (118) | 315 (278) | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 11 (8) | 30 (54) | 15 (12) | 89 (157) | ∞ | ∞ | ∞2e4 | 0/15 |
| CMAEGS finck | 13 (4) | 62 (50) | 284 (243) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 2.9 (3) | 3.7 (1) | 0.86 (0.1)↑1 | 0.57 (0.1)↑0 | 0.67 (0.1)↑0 | 0.78 (0.1)↑0 | 0.86 (0.1)↑0 | 15/15 |
| DEuniform fialho | 3.5 (2) | 3.6 (1) | 0.86 (0.2) | 0.57 (0.1)↑0 | 0.68 (0.1)↑0 | 0.78 (0.1)↑0 | 0.86 (0.1)↑0 | 15/15 |
| IPOP-ACTCMA-ES ros | 1.3 (1) | 1.3 (0.4) | 0.61 (0.7) | 0.91 (0.8) | 0.90 (0.7) | 0.92 (0.7) | 0.94 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 1.4 (0.9) | 1.8 (0.7) | 1.2 (2) | 1.0 (1) | 1.2 (1) | 1.4 (0.9) | 1.3 (0.8) | 15/15 |
| MOS torre | 3.0 (3) | 7.8 (4) | 2.1 (2) | 1.7 (1) | 2.0 (2) | 1.8 (2) | 2.0 (3) | 15/15 |
| NBC-CMA preuss | 2.4 (2) | 4.8 (2) | 19 (3) | 8.1 (2) | 7.1 (1) | 5.8 (2) | 5.4 (1) | 14/15 |
| PM-AdapSS-DE fialho | 2.2 (2) | 3.6 (1) | 0.86 (0.2) | 0.55 (0.1)↑0 | 0.66 (0.1)↑0 | 0.77 (0.1)↑0 | 0.85 (0.1)↑0 | 15/15 |
| RCGA tran | 24 (5) | 86 (115) | 61 (69) | 327 (400) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 3812 (7620) | 3143 (3177) | 1547 (1913) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 23 (8) | 27 (12) | 8.9 (2) | 50 (146) | 110 (128) | 158 (166) | 226 (342) | 7/15 |
| pPOEMS kubalic | 28 (10) | 82 (67) | 55 (8) | 42 (5) | 53 (4) | 68 (3) | 83 (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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.8 (6) | 469 (602) | 178 (242) | 30 (38) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 6.7 (6) | 239 (428) | 132 (143) | 20 (18) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mirser brockhoff | 8.5 (11) | 556 (664) | 87 (73) | 21 (24) | 29 (26) | 29 (32) | 29 (50) | 2/15 |
| 1komma2ser brockhoff | 31 (21) | 550 (657) | 174 (179) | 31 (35) | 58 (61) | 58 (55) | 58 (77) | 1/15 |
| 1komma4 brockhoff | 5.5 (6) | 329 (436) | 99 (160) | 6.7 (6) | 12 (14) | 12 (18) | 12 (13) | 4/15 |
| 1komma4mir brockhoff | 10 (10) | 420 (444) | 60 (51) | 10 (14) | 13 (16) | 13 (12) | 12 (12) | 4/15 |
| 1komma4mirser brockhoff | 10 (12) | 171 (166) | 89 (184) | 6.7 (6) | 28 (35) | 27 (21) | 27 (24) | 2/15 |
| 1komma4ser brockhoff | 11 (15) | 251 (514) | 123 (150) | 65 (64) | ∞ | ∞ | ∞3e4 | 0/15 |
| 1plus1 brockhoff | 7.4 (6) | 415 (611) | 187 (162) | 20 (15) | 18 (24) | 18 (17) | 18 (19) | 3/15 |
| 1plus2mirser brockhoff | 12 (12) | 364 (556) | 122 (206) | 14 (14) | 28 (28) | 28 (47) | 28 (32) | 2/15 |
| ABC elabd | 12 (14) | 391 (407) | 52 (77) | 8.0 (11) | 24 (16) | 295 (223) | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 13 (6) | 319 (330) | 122 (295) | 39 (36) | 76 (68) | 76 (81) | 76 (64) | 2/15 |
| CMAEGS finck | 47 (40) | 346 (409) | 150 (160) | 49 (68) | 98 (109) | 265 (406) | 566 (777) | 1/15 |
| DE-F-AUC fialho | 12 (20) | 218 (134) | 27 (19) | 5.0 (2) | 12 (21) | 12 (21) | 12 (20) | 12/15 |
| DEuniform fialho | 7.3 (8) | 335 (266) | 32 (33) | 5.5 (3) | 13 (21) | 13 (21) | 13 (22) | 12/15 |
| IPOP-ACTCMA-ES ros | 6.0 (8) | 234 (428) | 41 (39) | 4.0 (4) | 4.6 (4) | 4.7 (4) | 4.7 (4) | 15/15 |
| IPOP-CMA-ES ros | 11 (11) | 196 (264) | 67 (71) | 4.4 (4) | 4.1 (4) | 4.1 (4) | 4.1 (4) | 15/15 |
| MOS torre | 11 (15) | 213 (86) | 5.8 (5) | 3.7 (0.7) | 3.6 (0.8) | 3.7 (1) | 3.8 (2) | 14/15 |
| NBC-CMA preuss | 8.9 (7) | 235 (148) | 30 (34) | 3.2 (3) | 4.3 (4) | 4.3 (4) | 4.3 (4) | 15/15 |
| PM-AdapSS-DE fialho | 7.9 (6) | 237 (210) | 25 (25) | 2.3 (1) | 12 (21) | 12 (21) | 14 (21) | 12/15 |
| RCGA tran | 10 (13) | 273 (278) | 16 (17) | 8.7 (11) | 24 (32) | 141 (175) | 289 (403) | 1/15 |
| SPSA finck | 258 (401) | 1.0e4 (2e4) | 2985 (3463) | 637 (776) | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 611 (48) | 1680 (892) | 252 (337) | 81 (75) | 168 (172) | 169 (184) | 169 (200) | 7/15 |
| pPOEMS kubalic | 260 (330) | 1717 (596) | 260 (160) | 10 (5) | 11 (3) | 15 (3) | 21 (2) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.1 (5) | 4.1 (4) | 16 (15) | 15 (21) | 17 (25) | 16 (15) | 15 (27) | 7/15 |
| 1komma2mir brockhoff | 3.3 (4) | 8.1 (6) | 41 (51) | 39 (59) | 38 (37) | 36 (31) | 34 (22) | 4/15 |
| 1komma2mirser brockhoff | 4.0 (2) | 7.9 (12) | 91 (101) | 87 (88) | 84 (72) | 81 (81) | 75 (59) | 2/15 |
| 1komma2ser brockhoff | 8.0 (6) | 11 (15) | 32 (35) | 32 (36) | 31 (32) | 30 (38) | 28 (34) | 5/15 |
| 1komma4 brockhoff | 2.9 (3) | 4.1 (6) | 11 (13) | 11 (11) | 10 (12) | 10 (10) | 9.2 (8) | 11/15 |
| 1komma4mir brockhoff | 2.1 (2) | 7.8 (11) | 18 (23) | 17 (18) | 16 (19) | 16 (21) | 15 (11) | 8/15 |
| 1komma4mirser brockhoff | 1.8 (1) | 4.7 (4) | 54 (43) | 52 (50) | 50 (70) | 48 (73) | 45 (38) | 3/15 |
| 1komma4ser brockhoff | 2.0 (3) | 6.0 (8) | 21 (16) | 20 (23) | 19 (21) | 19 (21) | 17 (23) | 7/15 |
| 1plus1 brockhoff | 2.5 (3) | 3.0 (3) | 10 (11) | 10 (12) | 9.5 (8) | 9.1 (13) | 8.5 (11) | 10/15 |
| 1plus2mirser brockhoff | 1.8 (2) | 2.0 (2) | 9.2 (8) | 8.8 (11) | 8.5 (11) | 8.3 (9) | 7.7 (11) | 11/15 |
| ABC elabd | 5.8 (5) | 1.1 (0.8) | 1.3 (1) | 1.8 (1) | 3.7 (3) | 6.9 (9) | 9.3 (9) | 15/15 |
| AVGNEWUOA ros | 1.4 (0.5) | 2.3 (3) | 10 (9) | 9.5 (10) | 9.2 (10) | 8.9 (9) | 8.2 (16) | 7/15 |
| CMAEGS finck | 14 (21) | 157 (262) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 4.7 (4) | 3.7 (4) | 34 (66) | 33 (63) | 32 (61) | 31 (59) | 28 (54) | 12/15 |
| DEuniform fialho | 4.8 (4) | 2.8 (2) | 34 (66) | 32 (63) | 32 (91) | 31 (59) | 28 (54) | 12/15 |
| IPOP-ACTCMA-ES ros | 2.0 (2) | 5.1 (4) | 5.8 (3) | 5.9 (3) | 5.9 (3) | 5.9 (3) | 5.6 (3) | 15/15 |
| IPOP-CMA-ES ros | 3.0 (5) | 4.5 (4) | 5.6 (5) | 5.7 (4) | 5.6 (5) | 5.7 (5) | 5.4 (4) | 15/15 |
| MOS torre | 4.7 (7) | 4.3 (7) | 3.5 (5) | 4.0 (5) | 4.8 (5) | 5.1 (5) | 7.8 (6) | 15/15 |
| NBC-CMA preuss | 5.1 (6) | 3.8 (4) | 13 (13) | 12 (12) | 12 (11) | 12 (11) | 11 (10) | 15/15 |
| PM-AdapSS-DE fialho | 2.9 (2) | 2.8 (2) | 21 (66) | 20 (63) | 20 (61) | 19 (58) | 18 (54) | 13/15 |
| RCGA tran | 4.8 (5) | 64 (51) | 217 (270) | 916 (688) | 887 (907) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 53 (53) | 5069 (7401) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 83 (12) | 8.2 (6) | 146 (295) | 141 (188) | 138 (182) | 135 (175) | 128 (163) | 11/15 |
| pPOEMS kubalic | 67 (55) | 20 (25) | 17 (8) | 27 (6) | 36 (6) | 52 (7) | 64 (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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.7 (8) | 11 (13) | 25 (23) | 28 (28) | 27 (27) | 27 (26) | 26 (26) | 14/15 |
| 1komma2mir brockhoff | 1.5 (2) | 7.7 (10) | 7.7 (9) | 11 (10) | 11 (10) | 11 (9) | 11 (9) | 15/15 |
| 1komma2mirser brockhoff | 1.8 (2) | 8.0 (9) | 12 (15) | 13 (14) | 18 (35) | 17 (55) | 17 (49) | 13/15 |
| 1komma2ser brockhoff | 4.1 (2) | 21 (19) | 40 (46) | 42 (42) | 40 (28) | 40 (39) | 39 (37) | 13/15 |
| 1komma4 brockhoff | 1.4 (2) | 7.4 (10) | 13 (8) | 13 (8) | 12 (7) | 12 (7) | 12 (7) | 14/15 |
| 1komma4mir brockhoff | 1.1 (0.5) | 5.4 (6) | 21 (33) | 26 (35) | 27 (36) | 27 (36) | 26 (42) | 12/15 |
| 1komma4mirser brockhoff | 2.5 (3) | 5.1 (5) | 7.4 (6) | 7.2 (6) | 7.0 (5) | 6.9 (5) | 6.8 (5) | 15/15 |
| 1komma4ser brockhoff | 2.4 (2) | 8.0 (11) | 11 (16) | 11 (16) | 11 (15) | 11 (15) | 10 (14) | 15/15 |
| 1plus1 brockhoff | 2.5 (2) | 5.3 (5) | 10 (11) | 10 (10) | 9.4 (10) | 9.2 (10) | 9.0 (9) | 15/15 |
| 1plus2mirser brockhoff | 1.6 (2) | 7.4 (5) | 9.0 (13) | 8.7 (12) | 8.4 (12) | 8.2 (12) | 8.1 (11) | 15/15 |
| ABC elabd | 2.3 (3) | 2.5 (3) | 3.7 (5) | 5.9 (6) | 10 (10) | 60 (87) | 145 (227) | 14/15 |
| AVGNEWUOA ros | 4.0 (2) | 2.5 (2) | 2.1 (2) | 2.0 (2) | 2.0 (2) | 2.0 (2) | 2.0 (2) | 15/15 |
| CMAEGS finck | 10 (6) | 35 (74) | 220 (388) | 305 (343) | 293 (351) | 573 (961) | 559 (1091) | 8/15 |
| DE-F-AUC fialho | 2.0 (3) | 2.1 (3) | 1.6 (1) | 1.9 (1.0) | 2.4 (1) | 2.9 (1) | 3.1 (0.9) | 15/15 |
| DEuniform fialho | 1.3 (1) | 1.9 (2) | 1.9 (0.8) | 2.3 (1.0) | 2.6 (0.8) | 3.0 (0.6) | 3.3 (0.7) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.8 (1) | 6.6 (4) | 10 (4) | 10 (4) | 10 (4) | 11 (5) | 11 (5) | 15/15 |
| IPOP-CMA-ES ros | 1.5 (0.8) | 11 (7) | 10 (18) | 11 (19) | 11 (18) | 11 (18) | 11 (18) | 15/15 |
| MOS torre | 1.7 (2) | 13 (13) | 22 (29) | 106 (52) | 488 (689) | 745 (720) | 860 (740) | 14/15 |
| NBC-CMA preuss | 1.3 (1) | 5.1 (3) | 31 (38) | 55 (57) | 52 (54) | 51 (53) | 50 (52) | 15/15 |
| PM-AdapSS-DE fialho | 1.1 (0.7) | 1.6 (2) | 52 (1) | 51 (0.9) | 49 (1) | 48 (0.8) | 47 (0.9) | 14/15 |
| RCGA tran | 1.8 (2) | 21 (37) | 59 (48) | 162 (198) | 164 (338) | 270 (358) | 293 (311) | 9/15 |
| SPSA finck | 30 (32) | 438 (814) | 1223 (1434) | 1186 (1964) | 1139 (1728) | 1156 (1394) | 2914 (2082) | 1/15 |
| oPOEMS kubalic | 89 (28) | 999 (2544) | 800 (1060) | 776 (1068) | 746 (1760) | 735 (1339) | 721 (936) | 12/15 |
| pPOEMS kubalic | 31 (59) | 12 (11) | 11 (11) | 24 (23) | 39 (27) | 92 (25) | 145 (27) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.0 (2) | 17 (14) | 28 (23) | 35 (44) | 34 (62) | 33 (39) | 32 (46) | 13/15 |
| 1komma2mir brockhoff | 15 (23) | 11 (14) | 22 (32) | 25 (32) | 25 (30) | 25 (29) | 24 (27) | 14/15 |
| 1komma2mirser brockhoff | 7.1 (18) | 7.6 (10) | 20 (20) | 31 (34) | 30 (32) | 34 (42) | 33 (38) | 13/15 |
| 1komma2ser brockhoff | 18 (3) | 16 (27) | 26 (30) | 26 (29) | 27 (25) | 27 (25) | 27 (24) | 14/15 |
| 1komma4 brockhoff | 4.0 (2) | 7.8 (12) | 7.8 (8) | 7.9 (8) | 7.6 (7) | 7.4 (7) | 7.3 (7) | 15/15 |
| 1komma4mir brockhoff | 3.6 (2) | 6.8 (9) | 7.3 (9) | 7.4 (8) | 7.2 (8) | 7.1 (8) | 7.1 (7) | 15/15 |
| 1komma4mirser brockhoff | 2.8 (1) | 10 (19) | 15 (18) | 16 (16) | 15 (15) | 15 (14) | 14 (14) | 15/15 |
| 1komma4ser brockhoff | 9.1 (16) | 7.0 (10) | 10 (13) | 10 (12) | 10 (12) | 9.3 (11) | 9.1 (11) | 15/15 |
| 1plus1 brockhoff | 6.4 (16) | 8.7 (9) | 7.2 (11) | 7.2 (11) | 6.9 (10) | 6.7 (10) | 6.6 (9) | 15/15 |
| 1plus2mirser brockhoff | 3.1 (2) | 2.7 (4) | 3.4 (3) | 3.5 (3) | 3.3 (3) | 3.3 (3) | 3.3 (3) | 15/15 |
| ABC elabd | 2.5 (4) | 1.7 (2) | 4.3 (4) | 29 (68) | 105 (207) | 329 (457) | 4865 (6342) | 2/15 |
| AVGNEWUOA ros | 2.8 (7) | 2.0 (2) | 2.9 (2) | 2.9 (2) | 2.8 (2) | 2.9 (2) | 3.1 (2) | 15/15 |
| CMAEGS finck | 3.6 (3) | 43 (39) | 237 (427) | 524 (838) | 798 (992) | 1153 (1155) | 1117 (1452) | 4/15 |
| DE-F-AUC fialho | 2.1 (2) | 2.2 (2) | 132 (424) | 130 (415) | 123 (391) | 119 (374) | 115 (363) | 13/15 |
| DEuniform fialho | 1.3 (1) | 1.5 (1) | 132 (424) | 130 (414) | 123 (391) | 118 (374) | 115 (363) | 13/15 |
| IPOP-ACTCMA-ES ros | 6.6 (20) | 7.1 (12) | 27 (47) | 83 (188) | 228 (330) | 222 (364) | 217 (343) | 12/15 |
| IPOP-CMA-ES ros | 1.2 (1) | 5.0 (7) | 21 (45) | 90 (183) | 247 (328) | 286 (574) | 281 (437) | 11/15 |
| MOS torre | 1.5 (1) | 16 (24) | 22 (28) | 28 (30) | 31 (39) | 44 (46) | 193 (171) | 15/15 |
| NBC-CMA preuss | 1.4 (2) | 109 (3) | 174 (386) | 225 (415) | 213 (390) | 204 (374) | 198 (362) | 13/15 |
| PM-AdapSS-DE fialho | 1.3 (0.8) | 127 (2) | 214 (424) | 210 (415) | 198 (391) | 190 (374) | 184 (363) | 12/15 |
| RCGA tran | 1.3 (1.0) | 32 (60) | 111 (123) | 389 (457) | 518 (564) | 1219 (1067) | 5389 (5797) | 0/15 |
| SPSA finck | 31 (41) | 320 (798) | 5908 (6145) | 1.2e4 (1e4) | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 2138 (12) | 623 (1679) | 990 (1209) | 974 (1184) | 921 (1114) | 890 (1067) | 868 (1032) | 14/15 |
| pPOEMS kubalic | 29 (23) | 12 (8) | 211 (44) | 227 (54) | 234 (49) | 298 (39) | 361 (48) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.2 (9) | 37 (40) | 237 (318) | 177 (276) | 197 (142) | 190 (170) | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 5.6 (7) | 12 (9) | 48 (79) | 104 (123) | 57 (51) | 87 (111) | ∞3e4 | 0/15 |
| 1komma2mirser brockhoff | 4.6 (4) | 18 (19) | 69 (78) | 81 (71) | 45 (43) | 63 (52) | 61 (37) | 1/15 |
| 1komma2ser brockhoff | 8.5 (10) | 54 (65) | 231 (192) | 180 (185) | 199 (224) | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 2.2 (2) | 7.3 (7) | 20 (20) | 16 (21) | 10 (14) | 10 (9) | 11 (20) | 9/15 |
| 1komma4mir brockhoff | 2.6 (2) | 6.2 (5) | 19 (35) | 21 (23) | 14 (17) | 14 (14) | 13 (13) | 9/15 |
| 1komma4mirser brockhoff | 5.3 (4) | 8.2 (12) | 30 (32) | 27 (25) | 15 (23) | 14 (12) | 14 (15) | 9/15 |
| 1komma4ser brockhoff | 8.2 (6) | 16 (20) | 40 (53) | 41 (50) | 34 (36) | 43 (54) | 55 (69) | 2/15 |
| 1plus1 brockhoff | 4.8 (5) | 3.4 (3) | 13 (17) | 19 (19) | 13 (13) | 20 (19) | 29 (30) | 5/15 |
| 1plus2mirser brockhoff | 4.2 (4) | 3.5 (3) | 10 (11) | 21 (32) | 16 (23) | 24 (20) | 23 (28) | 6/15 |
| ABC elabd | 3.7 (5) | 10 (10) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 9.4 (6) | 2.5 (3) | 22 (20) | 85 (91) | 147 (84) | ∞ | ∞2e4 | 0/15 |
| CMAEGS finck | 14 (11) | 11 (11) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 2.7 (4) | 3.1 (1) | 5.1 (0.8) | 6.6 (0.7) | 5.1 (0.5) | 7.8 (0.6) | 10 (0.7) | 15/15 |
| DEuniform fialho | 3.4 (3) | 2.4 (1.0) | 5.3 (1) | 7.2 (0.8) | 5.5 (0.6) | 8.4 (0.6) | 11 (1) | 15/15 |
| IPOP-ACTCMA-ES ros | 6.2 (10) | 5.3 (5) | 10 (7) | 7.7 (5) | 4.3 (3) | 5.4 (5) | 5.4 (5) | 15/15 |
| IPOP-CMA-ES ros | 4.3 (4) | 5.2 (4) | 80 (18) | 60 (13) | 33 (7) | 32 (7) | 31 (7) | 14/15 |
| MOS torre | 3.4 (4) | 7.5 (6) | 10 (7) | 8.6 (9) | 5.2 (5) | 5.3 (5) | 5.4 (5) | 15/15 |
| NBC-CMA preuss | 2.3 (2) | 15 (19) | 353 (353) | 263 (495) | 145 (145) | 140 (236) | 134 (222) | 8/15 |
| PM-AdapSS-DE fialho | 3.6 (2) | 2.5 (1) | 5.7 (2) | 26 (5) | 16 (3) | 19 (6) | 20 (8) | 13/15 |
| RCGA tran | 4.6 (7) | 16 (15) | 271 (348) | 837 (679) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 98 (99) | 945 (969) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 17 (26) | 21 (17) | 106 (83) | 141 (371) | 83 (203) | 86 (197) | 88 (188) | 13/15 |
| pPOEMS kubalic | 13 (24) | 64 (58) | 264 (23) | 276 (29) | 189 (25) | 255 (62) | 328 (191) | 11/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.9 (10) | 43 (41) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mir brockhoff | 2.0 (2) | 20 (22) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2mirser brockhoff | 3.3 (3) | 7.5 (9) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma2ser brockhoff | 12 (15) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4 brockhoff | 3.2 (5) | 13 (13) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4mir brockhoff | 1.5 (2) | 2.5 (3) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1komma4mirser brockhoff | 1.4 (2) | 4.1 (5) | 2.1 (1) | 1.2 (1) | 1.2 (2) | 1.2 (1.0) | 1.2 (0.7) | 1/15 |
| 1komma4ser brockhoff | 5.3 (10) | 3.9 (3) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1plus1 brockhoff | 6.5 (7) | 3.4 (4) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| 1plus2mirser brockhoff | 2.0 (4) | 4.7 (6) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| ABC elabd | 4.8 (4) | 8.4 (10) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| AVGNEWUOA ros | 3.7 (4) | 1.2 (2) | 2.4 (2) | ∞ | ∞ | ∞ | ∞2e4 | 0/15 |
| CMAEGS finck | 4.0 (2) | 14 (17) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| DE-F-AUC fialho | 3.0 (3) | 80 (116) | 8.1 (12) | 3.4 (4) | 3.4 (5) | 3.4 (4) | 3.4 (4) | 3/15 |
| DEuniform fialho | 3.7 (2) | 58 (87) | 5.9 (6) | 1.7 (3) | 1.7 (2) | 1.7 (3) | 1.7 (3) | 5/15 |
| IPOP-ACTCMA-ES ros | 2.7 (2) | 146 (219) | 64 (76) | 39 (62) | 39 (32) | 39 (33) | 39 (62) | 1/15 |
| IPOP-CMA-ES ros | 1.9 (2) | 272 (342) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| MOS torre | 6.4 (8) | 7.9 (13) | 3.5 (3) | 1.5 (2) | 1.9 (2) | 1.9 (2) | 1.9 (2) | 9/15 |
| NBC-CMA preuss | 2.8 (2) | 24 (27) | 43 (42) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 4.0 (2) | 58 (101) | 12 (21) | 3.5 (5) | 5.7 (9) | 5.7 (8) | 5.7 (5) | 2/15 |
| RCGA tran | 5.0 (2) | 45 (36) | 21 (28) | 6.2 (6) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1.5e4 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| oPOEMS kubalic | 17 (14) | 564 (736) | ∞ | ∞ | ∞ | ∞ | ∞9e5 | 0/15 |
| pPOEMS kubalic | 19 (16) | 65 (89) | 12 (13) | 4.3 (4) | 4.4 (4) | 4.5 (6) | 4.7 (4) | 6/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 7.4 (4) | 15 (5) | 27 (10) | 38 (12) | 48 (11) | 64 (14) | 81 (13) | 15/15 |
| 1komma2mir brockhoff | 3.2 (3) | 10 (5) | 16 (5) | 22 (6) | 28 (5) | 41 (6) | 54 (6) | 15/15 |
| 1komma2mirser brockhoff | 2.1 (1) | 7.3 (3) | 13 (3) | 18 (6) | 24 (7) | 35 (8) | 46 (10) | 15/15 |
| 1komma2ser brockhoff | 4.5 (4) | 12 (4) | 22 (10) | 30 (17) | 39 (17) | 56 (14) | 72 (20) | 15/15 |
| 1komma4 brockhoff | 2.5 (2) | 7.0 (2) | 11 (3) | 16 (2) | 21 (2) | 31 (4) | 41 (6) | 15/15 |
| 1komma4mir brockhoff | 2.2 (2) | 6.3 (3) | 10 (2) | 15 (4) | 19 (3) | 28 (4) | 37 (4) | 15/15 |
| 1komma4mirser brockhoff | 2.0 (1) | 5.1 (2) | 8.5 (2) | 12 (3) | 15 (4) | 23 (5) | 30 (6) | 15/15 |
| 1komma4ser brockhoff | 2.5 (2) | 6.6 (2) | 10 (3) | 15 (3) | 18 (5) | 26 (5) | 35 (5) | 15/15 |
| 1plus1 brockhoff | 2.1 (2) | 5.7 (1) | 10 (3) | 13 (3) | 17 (3) | 25 (4) | 33 (4) | 15/15 |
| 1plus2mirser brockhoff | 1.5 (1.0) | 5.0 (2) | 8.1 (2) | 12 (2) | 15 (2) | 22 (3) | 28 (3) | 15/15 |
| ABC elabd | 12 (14) | 32 (24) | 63 (30) | 90 (23) | 124 (25) | 194 (14) | 259 (15) | 15/15 |
| AVGNEWUOA ros | 1.5 (0) | 1.3 (0)★4 | 1.3 (0)★4 | 1.3 (0)★4 | 1.3 (0)★4 | 1.3 (0)★4 | 1.3 (0)★4 | 15/15 |
| CMAEGS finck | 7.2 (3) | 16 (7) | 25 (8) | 34 (7) | 44 (12) | 68 (17) | 89 (18) | 15/15 |
| DE-F-AUC fialho | 5.9 (8) | 38 (14) | 68 (13) | 106 (11) | 134 (11) | 206 (14) | 271 (15) | 15/15 |
| DEuniform fialho | 8.6 (8) | 43 (11) | 81 (15) | 118 (11) | 158 (18) | 240 (14) | 318 (12) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.2 (3) | 9.1 (3) | 15 (6) | 22 (3) | 27 (6) | 40 (6) | 51 (5) | 15/15 |
| IPOP-CMA-ES ros | 2.5 (2) | 8.1 (3) | 14 (3) | 21 (4) | 28 (3) | 40 (3) | 52 (3) | 15/15 |
| MOS torre | 6.5 (6) | 34 (14) | 67 (8) | 92 (18) | 123 (9) | 171 (18) | 220 (23) | 15/15 |
| NBC-CMA preuss | 5.6 (5) | 26 (13) | 42 (6) | 54 (5) | 66 (5) | 86 (5) | 109 (5) | 15/15 |
| PM-AdapSS-DE fialho | 4.8 (5) | 40 (20) | 75 (14) | 113 (14) | 147 (17) | 226 (14) | 297 (21) | 15/15 |
| RCGA tran | 8.7 (12) | 74 (49) | 158 (72) | 335 (97) | 571 (121) | 1160 (191) | 1770 (285) | 15/15 |
| SPSA finck | 11 (4) | 15 (5) | 19 (6) | 23 (7) | 28 (11) | 36 (16) | 45 (21) | 15/15 |
| oPOEMS kubalic | 102 (26) | 139 (19) | 334 (154) | 779 (201) | 1215 (181) | 2034 (219) | 2843 (165) | 15/15 |
| pPOEMS kubalic | 97 (18) | 131 (30) | 624 (546) | 2897 (1277) | 5871 (939) | 1.3e4 (1750) | 1.9e4 (1502) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 58 (26) | 61 (11) | 64 (12) | 65 (10) | 66 (11) | 68 (10) | 69 (9) | 15/15 |
| 1komma2mir brockhoff | 37 (11) | 40 (7) | 43 (5) | 43 (5) | 44 (4) | 45 (5) | 46 (5) | 15/15 |
| 1komma2mirser brockhoff | 30 (10) | 34 (4) | 35 (5) | 36 (5) | 36 (5) | 37 (5) | 38 (4) | 15/15 |
| 1komma2ser brockhoff | 67 (30) | 74 (28) | 81 (19) | 83 (19) | 85 (16) | 87 (15) | 89 (19) | 15/15 |
| 1komma4 brockhoff | 20 (7) | 23 (4) | 24 (3) | 24 (3) | 25 (3) | 26 (3) | 27 (3) | 15/15 |
| 1komma4mir brockhoff | 16 (7) | 19 (5) | 22 (2) | 22 (2) | 23 (2) | 24 (2) | 24 (2) | 15/15 |
| 1komma4mirser brockhoff | 14 (5) | 15 (2) | 16 (2) | 16 (2) | 17 (2) | 18 (2) | 18 (2) | 15/15 |
| 1komma4ser brockhoff | 18 (6) | 21 (5) | 22 (3) | 22 (3) | 23 (3) | 23 (3) | 24 (3) | 15/15 |
| 1plus1 brockhoff | 11 (4) | 13 (2) | 13 (2) | 14 (2) | 14 (2) | 15 (2) | 15 (2) | 15/15 |
| 1plus2mirser brockhoff | 10 (3) | 11 (1) | 12 (1)★ | 12 (1) | 13 (1) | 13 (1)★ | 14 (1) | 15/15 |
| ABC elabd | 11 (6) | 18 (11) | 26 (10) | 30 (11) | 38 (13) | 50 (10) | 62 (7) | 15/15 |
| AVGNEWUOA ros | 6.4 (7) | 21 (17) | 41 (20) | 56 (25) | 75 (28) | 108 (30) | 146 (47) | 15/15 |
| CMAEGS finck | 68 (19) | 69 (11) | 70 (11) | 70 (11) | 72 (10) | 73 (9) | 75 (10) | 15/15 |
| DE-F-AUC fialho | 18 (2) | 22 (2) | 26 (2) | 30 (2) | 35 (2) | 42 (2) | 50 (3) | 15/15 |
| DEuniform fialho | 21 (2) | 24 (3) | 30 (2) | 35 (3) | 40 (3) | 50 (3) | 58 (2) | 15/15 |
| IPOP-ACTCMA-ES ros | 10 (3) | 12 (2) | 14 (1) | 14 (1) | 15 (1) | 16 (1) | 18 (1) | 15/15 |
| IPOP-CMA-ES ros | 14 (4) | 16 (4) | 18 (2) | 19 (2) | 19 (2) | 21 (2) | 22 (2) | 15/15 |
| MOS torre | 23 (4) | 29 (3) | 35 (5) | 40 (4) | 46 (4) | 55 (5) | 64 (6) | 15/15 |
| NBC-CMA preuss | 23 (8) | 27 (8) | 30 (5) | 31 (6) | 33 (6) | 35 (6) | 37 (5) | 15/15 |
| PM-AdapSS-DE fialho | 19 (1) | 24 (1) | 28 (1) | 33 (2) | 38 (2) | 47 (3) | 55 (2) | 15/15 |
| RCGA tran | 78 (48) | 125 (48) | 170 (41) | 208 (37) | 252 (47) | 347 (40) | 1071 (1337) | 7/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 201 (65) | 297 (46) | 342 (58) | 372 (63) | 437 (49) | 550 (53) | 638 (55) | 15/15 |
| pPOEMS kubalic | 1213 (434) | 1322 (413) | 1743 (310) | 2228 (499) | 2543 (383) | 3089 (385) | 3937 (294) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 39 (35) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 3.5 (5) | 147 (164) | 454 (336) | 453 (259) | 452 (486) | 451 (371) | 450 (416) | 1/15 |
| 1komma2mirser brockhoff | 6.1 (8) | 441 (462) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 28 (34) | 225 (203) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 4.3 (4) | 434 (701) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 4.5 (4) | 79 (77) | 443 (359) | 442 (601) | 441 (418) | 440 (530) | 439 (355) | 1/15 |
| 1komma4mirser brockhoff | 2.8 (4) | 98 (112) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 5.9 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 7.2 (9) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 3.4 (4) | 91 (98) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 1.0 (0.6) | 1.5 (0.6) | 1.8 (0.6) | 2.4 (0.5) | 2.7 (0.5) | 3.6 (0.5) | 4.4 (0.7) | 15/15 |
| AVGNEWUOA ros | 3.0 (3) | 130 (117) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| CMAEGS finck | 40 (3) | 2261 (3136) | 4484 (6950) | 4473 (7005) | 4463 (4861) | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 3.4 (2) | 12 (3) | 59 (154) | 59 (153) | 60 (155) | 60 (154) | 60 (154) | 13/15 |
| DEuniform fialho | 3.5 (2) | 12 (4) | 125 (155) | 125 (230) | 125 (153) | 126 (153) | 126 (153) | 11/15 |
| IPOP-ACTCMA-ES ros | 1.1 (1) | 20 (11) | 1359 (1586) | 1356 (1685) | 1353 (2076) | 1351 (1224) | 1348 (1429) | 4/15 |
| IPOP-CMA-ES ros | 2.2 (4) | 70 (138) | 3130 (3307) | 3121 (5399) | 3113 (2892) | 3106 (5251) | 3099 (2283) | 2/15 |
| MOS torre | 1.5 (0.5) | 1.6 (0.3) | 2.4 (0.5) | 2.9 (0.4) | 3.2 (0.4) | 3.8 (0.4) | 4.4 (0.3) | 15/15 |
| NBC-CMA preuss | 1.9 (0.9) | 30 (31) | 155 (187) | 154 (154) | 154 (154) | 154 (142) | 154 (137) | 10/15 |
| PM-AdapSS-DE fialho | 4.9 (3) | 33 (4) | 166 (155) | 217 (457) | 362 (533) | 621 (683) | 621 (1285) | 5/15 |
| RCGA tran | 3.4 (2) | 37 (19) | 89 (88) | 95 (76) | 114 (94) | 118 (98) | 120 (87) | 12/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 4.0 (2) | 11 (6) | 36 (37) | 38 (37) | 42 (36) | 48 (37) | 54 (37) | 15/15 |
| pPOEMS kubalic | 4.8 (4) | 30 (12) | 64 (12) | 92 (9) | 116 (12) | 158 (13) | 203 (17) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 75 (100) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 11 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 8.8 (10) | 445 (383) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 48 (58) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 10 (12) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 4.6 (7) | 450 (467) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 2.9 (3) | 456 (666) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 11 (11) | 448 (390) | 433 (296) | 416 (469) | 403 (578) | 388 (643) | 385 (374) | 1/15 |
| 1plus1 brockhoff | 22 (32) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 7.2 (8) | 444 (505) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 1.1 (0.6) | 2.4 (1) | 2.9 (1.0) | 3.4 (1) | 4.3 (2) | 4.9 (2) | 6.0 (2) | 15/15 |
| AVGNEWUOA ros | 14 (17) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e4 | 0/15 |
| CMAEGS finck | 309 (459) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 5.7 (2) | 625 (920) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DEuniform fialho | 5.1 (3) | 626 (843) | 1941 (2221) | 1864 (2844) | 1804 (2064) | 1738 (2585) | 1724 (1773) | 2/15 |
| IPOP-ACTCMA-ES ros | 1.8 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e5 | 0/15 |
| IPOP-CMA-ES ros | 2.0 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e5 | 0/15 |
| MOS torre | 1.6 (0.5) | 3.6 (3) | 5.6 (4) | 5.8 (4) | 6.1 (4) | 6.6 (4) | 7.3 (4) | 15/15 |
| NBC-CMA preuss | 2.6 (2) | 221 (270) | 1252 (1022) | 1202 (980) | 1163 (1691) | 1121 (1153) | 1111 (1024) | 2/15 |
| PM-AdapSS-DE fialho | 4.9 (3) | 4296 (5511) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| RCGA tran | 14 (17) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 4240 (3752) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 4.9 (3) | 43 (40) | 118 (71) | 117 (67) | 116 (66) | 119 (64) | 124 (63) | 15/15 |
| pPOEMS kubalic | 6.8 (5) | 36 (19) | 79 (24) | 106 (15) | 120 (22) | 158 (17) | 198 (13) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.7 (3) | 7.5 (5) | 8.1 (5) | 8.1 (5) | 8.1 (5) | 8.1 (5) | 8.1 (5) | 15/15 |
| 1komma2mir brockhoff | 3.1 (2) | 4.8 (2) | 4.8 (2) | 4.9 (2) | 4.9 (2) | 4.9 (2) | 4.9 (2) | 15/15 |
| 1komma2mirser brockhoff | 2.6 (1) | 3.3 (2) | 3.5 (1) | 3.5 (1) | 3.5 (1) | 3.5 (1) | 3.5 (1) | 15/15 |
| 1komma2ser brockhoff | 5.7 (4) | 8.4 (6) | 9.1 (6) | 9.1 (6) | 9.1 (6) | 9.1 (6) | 9.1 (6) | 15/15 |
| 1komma4 brockhoff | 3.2 (2) | 4.3 (2) | 4.5 (2) | 4.5 (2) | 4.5 (2) | 4.5 (2) | 4.5 (2) | 15/15 |
| 1komma4mir brockhoff | 3.3 (0.9) | 4.5 (1) | 4.8 (1) | 4.8 (1) | 4.8 (1) | 4.8 (1) | 4.8 (1) | 15/15 |
| 1komma4mirser brockhoff | 2.4 (2) | 3.5 (3) | 3.6 (3) | 3.6 (3) | 3.6 (3) | 3.6 (3) | 3.6 (3) | 15/15 |
| 1komma4ser brockhoff | 2.9 (2) | 3.9 (3) | 4.0 (3) | 4.0 (3) | 4.0 (3) | 4.0 (3) | 4.0 (3) | 15/15 |
| 1plus1 brockhoff | 2.0 (1) | 2.9 (2) | 3.0 (2) | 3.0 (2) | 3.0 (2) | 3.0 (2) | 3.0 (2) | 15/15 |
| 1plus2mirser brockhoff | 1.8 (0.7) | 2.7 (2) | 2.9 (3) | 2.9 (3) | 2.9 (3) | 2.9 (3) | 2.9 (3) | 15/15 |
| ABC elabd | 32 (17) | 49 (28) | 58 (34) | 59 (35) | 59 (35) | 59 (35) | 59 (35) | 15/15 |
| AVGNEWUOA ros | 1.8 (0.2) | 1.9 (0.3) | 1.9 (0.3) | 1.9 (0.3) | 1.9 (0.3) | 1.9 (0.3) | 1.9 (0.3) | 15/15 |
| CMAEGS finck | 4.9 (3) | 6.9 (2) | 7.2 (2) | 7.3 (2) | 7.3 (2) | 7.3 (2) | 7.3 (2) | 15/15 |
| DE-F-AUC fialho | 15 (6) | 23 (9) | 24 (11) | 24 (11) | 24 (11) | 24 (11) | 24 (11) | 15/15 |
| DEuniform fialho | 20 (10) | 34 (12) | 35 (17) | 35 (17) | 35 (17) | 35 (17) | 35 (17) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.6 (2) | 6.3 (2) | 6.8 (2) | 6.8 (2) | 6.8 (2) | 6.8 (2) | 6.8 (2) | 15/15 |
| IPOP-CMA-ES ros | 4.6 (2) | 6.0 (3) | 6.3 (3) | 6.3 (3) | 6.3 (3) | 6.3 (3) | 6.3 (3) | 15/15 |
| MOS torre | 20 (10) | 42 (14) | 50 (15) | 50 (15) | 51 (15) | 51 (15) | 51 (15) | 15/15 |
| NBC-CMA preuss | 33 (3) | 39 (6) | 43 (9) | 43 (9) | 43 (9) | 43 (9) | 43 (9) | 15/15 |
| PM-AdapSS-DE fialho | 24 (12) | 33 (17) | 36 (15) | 36 (15) | 36 (15) | 36 (15) | 36 (15) | 15/15 |
| RCGA tran | 327 (55) | 747 (89) | 1146 (151) | 1577 (160) | 2004 (207) | 2866 (251) | 3740 (272) | 6/15 |
| SPSA finck | 9.3 (9) | 13 (13) | 14 (13) | 14 (14) | 14 (14) | 14 (14) | 14 (14) | 15/15 |
| oPOEMS kubalic | 161 (36) | 203 (48) | 222 (42) | 229 (45) | 230 (48) | 231 (48) | 231 (48) | 15/15 |
| pPOEMS kubalic | 153 (36) | 203 (24) | 215 (12) | 217 (11) | 218 (11) | 218 (11) | 218 (11) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.9 (6) | 5.1 (3) | 5.0 (3) | 4.8 (2) | 4.3 (2) | 3.9 (2) | 4.0 (2) | 15/15 |
| 1komma2mir brockhoff | 2.7 (1) | 2.4 (0.9) | 2.5 (0.6) | 2.1 (0.6) | 1.8 (0.4) | 1.4 (0.2) | 1.4 (0.4) | 15/15 |
| 1komma2mirser brockhoff | 2.2 (1.0) | 2.0 (0.5) | 2.1 (0.8) | 1.9 (0.5) | 1.6 (0.3) | 1.1 (0.1) | 1.1 (0.2) | 15/15 |
| 1komma2ser brockhoff | 6.5 (5) | 6.6 (6) | 7.7 (7) | 7.3 (7) | 6.8 (5) | 5.8 (4) | 5.9 (6) | 15/15 |
| 1komma4 brockhoff | 1.6 (1) | 1.7 (0.9) | 1.8 (0.7) | 1.7 (0.3) | 1.5 (0.3) | 1.2 (0.3) | 1.2 (0.3) | 15/15 |
| 1komma4mir brockhoff | 1.8 (1) | 1.6 (0.7) | 1.7 (0.6) | 1.5 (0.4) | 1.3 (0.3) | 1.00 (0.2) | 0.96 (0.1) | 15/15 |
| 1komma4mirser brockhoff | 1.1 (0.7) | 1.1 (0.3) | 1.2 (0.4) | 1.1 (0.4) | 0.91 (0.3) | 0.70 (0.3) | 0.69 (0.2) | 15/15 |
| 1komma4ser brockhoff | 1.8 (1) | 1.9 (1) | 1.9 (1.0) | 1.8 (0.7) | 1.5 (0.6) | 1.1 (0.4) | 1.1 (0.5) | 15/15 |
| 1plus1 brockhoff | 1.8 (1) | 1.5 (1) | 1.9 (1) | 1.7 (1) | 1.4 (0.8) | 1.1 (0.9) | 1.4 (0.9) | 15/15 |
| 1plus2mirser brockhoff | 1.1 (0.6) | 1.2 (0.6) | 1.6 (0.5) | 1.4 (0.6) | 1.4 (1.0) | 1.6 (2) | 2.2 (2) | 15/15 |
| ABC elabd | 4.9 (3) | 15 (10) | 365 (890) | 408 (791) | 619 (884) | 498 (496) | 507 (674) | 6/15 |
| AVGNEWUOA ros | 1.3 (0.9) | 1.6 (1) | 2.6 (2) | 2.6 (2) | 2.6 (2) | 2.4 (2) | 2.5 (2) | 15/15 |
| CMAEGS finck | 241 (111) | 656 (1786) | 519 (924) | 518 (640) | 372 (669) | 220 (252) | 230 (381) | 9/15 |
| DE-F-AUC fialho | 6.5 (2) | 7.6 (1) | 8.5 (1) | 8.0 (1) | 7.0 (0.6) | 5.3 (0.5) | 5.4 (0.4) | 15/15 |
| DEuniform fialho | 9.0 (2) | 9.2 (1) | 10 (0.9) | 9.2 (0.9) | 7.9 (0.9) | 6.1 (0.4) | 6.1 (0.2) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.5 (0.8) | 2.1 (0.6) | 2.2 (0.4) | 2.0 (0.3) | 1.6 (0.2) | 1.2 (0.1) | 1.2 (0.1) | 15/15 |
| IPOP-CMA-ES ros | 2.5 (0.9) | 2.1 (0.6) | 2.2 (0.4) | 2.0 (0.3) | 1.7 (0.2) | 1.3 (0.2) | 1.2 (0.1) | 15/15 |
| MOS torre | 8.0 (4) | 8.6 (2) | 8.8 (1) | 7.7 (0.9) | 6.3 (0.7) | 4.8 (0.4) | 4.6 (0.4) | 15/15 |
| NBC-CMA preuss | 8.2 (4) | 19 (25) | 16 (19) | 11 (13) | 8.4 (9) | 5.1 (5) | 4.3 (4) | 15/15 |
| PM-AdapSS-DE fialho | 8.1 (2) | 8.1 (1) | 9.0 (1) | 8.3 (1) | 7.3 (0.8) | 5.7 (0.4) | 5.7 (0.2) | 15/15 |
| RCGA tran | 27 (30) | 71 (39) | 255 (402) | 433 (617) | 598 (582) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 2.9e4 (3e4) | 3.3e4 (4e4) | 2.5e4 (3e4) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 26 (15) | 46 (9) | 54 (6) | 51 (5) | 45 (2) | 36 (2) | 37 (2) | 15/15 |
| pPOEMS kubalic | 31 (20) | 202 (51) | 314 (50) | 323 (54) | 306 (47) | 266 (24) | 282 (14) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 19 (18) | 28 (25) | 188 (127) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 7.0 (5) | 5.3 (5) | 11 (13) | 50 (48) | 225 (289) | 225 (270) | 221 (214) | 2/15 |
| 1komma2mirser brockhoff | 5.7 (5) | 5.0 (7) | 17 (17) | 40 (28) | 81 (128) | 81 (65) | 104 (135) | 0/15 |
| 1komma2ser brockhoff | 36 (60) | 39 (45) | 188 (149) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 7.0 (7) | 3.1 (3) | 5.8 (4) | 25 (27) | 41 (32) | 41 (40) | 97 (111) | 2/15 |
| 1komma4mir brockhoff | 5.4 (6) | 3.7 (4) | 7.1 (6) | 16 (21) | 35 (46) | 35 (42) | 80 (71) | 4/15 |
| 1komma4mirser brockhoff | 4.0 (4) | 1.9 (2) | 3.9 (3) | 17 (17) | 25 (24) | 25 (25) | 60 (49) | 4/15 |
| 1komma4ser brockhoff | 8.2 (8) | 4.2 (4) | 11 (11) | 23 (23) | 100 (80) | 100 (127) | 139 (144) | 2/15 |
| 1plus1 brockhoff | 4.0 (4) | 2.8 (2) | 3.2 (2) | 3.0 (2) | 3.6 (5) | 3.6 (5) | 3.5 (5) | 15/15 |
| 1plus2mirser brockhoff | 3.7 (2) | 2.6 (3) | 1.4 (1) | 1.7 (1) | 1.9 (0.8) | 1.9 (0.8) | 1.8 (0.8) | 15/15 |
| ABC elabd | 19 (28) | 16 (14) | 62 (58) | 464 (691) | 957 (1123) | 957 (1182) | 1359 (1791) | 1/15 |
| AVGNEWUOA ros | 4.3 (6) | 5.9 (11) | 13 (15) | 131 (130) | ∞ | ∞ | ∞4e4 | 0/15 |
| CMAEGS finck | 270 (802) | 1508 (1548) | 6255 (6636) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 13 (7) | 2.4 (0.6) | 1.1 (0.2) | 1.2 (0.1) | 1.2 (0.2) | 1.2 (0.2) | 1.3 (0.1) | 15/15 |
| DEuniform fialho | 13 (6) | 2.7 (0.6) | 1.2 (0.2) | 1.5 (0.2) | 1.4 (0.2) | 1.4 (0.2) | 1.6 (0.2) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.9 (3) | 0.87 (0.2) | 0.70 (0.6) | 0.68 (0.5) | 0.69 (0.5) | 0.69 (0.5) | 0.70 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 4.4 (3) | 1.7 (1) | 1.2 (0.9) | 1.1 (0.8) | 1.2 (0.6) | 1.2 (0.6) | 1.2 (0.6) | 15/15 |
| MOS torre | 12 (10) | 5.1 (5) | 2.5 (2) | 2.4 (1) | 2.3 (1) | 2.3 (1) | 2.3 (1) | 15/15 |
| NBC-CMA preuss | 6.9 (6) | 7.2 (18) | 6.1 (6) | 5.0 (5) | 4.7 (5) | 4.7 (5) | 4.7 (5) | 15/15 |
| PM-AdapSS-DE fialho | 12 (4) | 2.5 (0.5) | 1.2 (0.2) | 1.4 (0.2) | 1.3 (0.2) | 1.3 (0.2) | 1.5 (0.2) | 15/15 |
| RCGA tran | 25 (29) | 73 (101) | 147 (195) | 335 (319) | 690 (718) | 690 (677) | 1072 (738) | 2/15 |
| SPSA finck | 3.2e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 81 (37) | 17 (6) | 9.0 (2) | 11 (2) | 11 (2) | 11 (2) | 12 (2) | 15/15 |
| pPOEMS kubalic | 88 (36) | 26 (16) | 43 (10) | 59 (18) | 76 (14) | 76 (14) | 79 (14) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 10 (8) | 10 (5) | 14 (5) | 14 (5) | 15 (5) | 15 (5) | 15 (5) | 15/15 |
| 1komma2mir brockhoff | 5.6 (4) | 5.7 (6) | 7.2 (4) | 7.8 (5) | 8.1 (4) | 8.4 (4) | 8.7 (4) | 15/15 |
| 1komma2mirser brockhoff | 4.2 (5) | 5.8 (4) | 6.9 (3) | 7.3 (3) | 7.5 (3) | 7.6 (2) | 7.8 (2) | 15/15 |
| 1komma2ser brockhoff | 12 (5) | 14 (20) | 19 (16) | 19 (15) | 20 (15) | 21 (15) | 21 (14) | 15/15 |
| 1komma4 brockhoff | 2.6 (1) | 4.9 (5) | 5.7 (4) | 5.8 (4) | 5.9 (4) | 6.2 (3) | 6.3 (3) | 15/15 |
| 1komma4mir brockhoff | 2.9 (1) | 3.6 (2) | 4.3 (2) | 4.7 (1) | 4.8 (1) | 5.0 (1) | 5.2 (1) | 15/15 |
| 1komma4mirser brockhoff | 2.3 (2) | 2.9 (2) | 3.5 (2) | 3.6 (2) | 3.7 (1) | 3.8 (1) | 4.0 (1) | 15/15 |
| 1komma4ser brockhoff | 2.4 (2) | 4.1 (3) | 5.0 (3) | 5.2 (2) | 5.4 (2) | 5.5 (2) | 5.6 (2) | 15/15 |
| 1plus1 brockhoff | 2.3 (1) | 3.5 (5) | 3.8 (4) | 3.8 (4) | 3.8 (4) | 4.0 (4) | 4.1 (3) | 15/15 |
| 1plus2mirser brockhoff | 1.9 (0.8) | 3.0 (3) | 3.2 (2) | 3.2 (2) | 3.3 (2) | 3.4 (2) | 3.5 (2) | 15/15 |
| ABC elabd | 6.0 (4) | 12 (10) | 52 (17) | 449 (674) | 2510 (2238) | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 1.2 (0.9) | 1.2 (1) | 1.1 (0.9)★ | 1.1 (0.8)★2 | 1.1 (0.8)★2 | 1.1 (0.7)★2 | 1.1 (0.7)★2 | 15/15 |
| CMAEGS finck | 8.2 (8) | 7.6 (7) | 8.2 (6) | 8.5 (5) | 8.8 (5) | 10 (6) | 11 (6) | 15/15 |
| DE-F-AUC fialho | 13 (3) | 8.9 (2) | 11 (2) | 11 (2) | 11 (2) | 13 (2) | 14 (2) | 15/15 |
| DEuniform fialho | 15 (2) | 10 (2) | 14 (3) | 16 (3) | 17 (4) | 18 (4) | 20 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.8 (1) | 3.0 (1) | 3.7 (1) | 3.8 (1) | 4.0 (1) | 4.2 (1) | 4.5 (1.0) | 15/15 |
| IPOP-CMA-ES ros | 3.5 (2) | 4.8 (5) | 5.3 (4) | 5.5 (4) | 5.6 (4) | 5.8 (3) | 6.1 (3) | 15/15 |
| MOS torre | 11 (2) | 11 (3) | 12 (2) | 13 (2) | 13 (2) | 14 (2) | 15 (2) | 15/15 |
| NBC-CMA preuss | 7.2 (1) | 7.0 (3) | 8.1 (3) | 8.4 (3) | 8.6 (3) | 8.9 (3) | 9.4 (3) | 15/15 |
| PM-AdapSS-DE fialho | 13 (3) | 9.4 (2) | 15 (4) | 18 (4) | 19 (4) | 20 (4) | 21 (5) | 15/15 |
| RCGA tran | 32 (44) | 558 (915) | 1451 (1686) | 2995 (2806) | 2984 (2678) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 3777 (3565) | 1.2e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 58 (18) | 52 (12) | 117 (152) | 380 (317) | 689 (313) | 1486 (576) | 2231 (541) | 15/15 |
| pPOEMS kubalic | 85 (75) | 262 (116) | 366 (68) | 482 (32) | 583 (46) | 796 (40) | 1053 (36) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 12 (5) | 27 (20) | 24 (14) | 23 (12) | 21 (11) | 20 (9) | 19 (9) | 15/15 |
| 1komma2mir brockhoff | 7.3 (3) | 14 (18) | 12 (11) | 12 (9) | 11 (8) | 11 (8) | 10 (7) | 15/15 |
| 1komma2mirser brockhoff | 13 (21) | 12 (11) | 11 (5) | 10 (4) | 10 (4) | 9.2 (4) | 8.8 (4) | 15/15 |
| 1komma2ser brockhoff | 16 (4) | 51 (63) | 40 (41) | 37 (35) | 34 (31) | 33 (29) | 31 (26) | 15/15 |
| 1komma4 brockhoff | 8.9 (10) | 14 (12) | 11 (7) | 10 (6) | 9.4 (5) | 9.0 (4) | 8.6 (4) | 15/15 |
| 1komma4mir brockhoff | 5.2 (2) | 9.5 (10) | 8.2 (6) | 7.7 (5) | 7.2 (4) | 7.0 (4) | 6.7 (4) | 15/15 |
| 1komma4mirser brockhoff | 5.4 (4) | 10 (8) | 7.7 (5) | 6.8 (4) | 6.4 (4) | 6.0 (3) | 5.8 (3) | 15/15 |
| 1komma4ser brockhoff | 5.6 (4) | 11 (11) | 9.2 (7) | 8.3 (5) | 7.7 (5) | 7.3 (4) | 6.9 (4) | 15/15 |
| 1plus1 brockhoff | 3.3 (1) | 13 (16) | 9.0 (10) | 7.8 (8) | 7.2 (7) | 6.8 (6) | 6.4 (6) | 15/15 |
| 1plus2mirser brockhoff | 4.5 (4) | 6.2 (5) | 5.0 (3) | 4.5 (2) | 4.2 (2) | 4.0 (2) | 3.9 (2) | 15/15 |
| ABC elabd | 14 (9) | 69 (113) | 699 (808) | 3994 (6501) | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 2.4 (1) | 3.1 (3) | 2.1 (2) | 1.8 (1)★2 | 1.7 (1)★2 | 1.6 (1)★3 | 1.5 (1)★3 | 15/15 |
| CMAEGS finck | 47 (51) | 79 (125) | 56 (89) | 50 (91) | 45 (80) | 46 (74) | 45 (78) | 15/15 |
| DE-F-AUC fialho | 24 (9) | 18 (4) | 16 (3) | 16 (2) | 16 (2) | 16 (2) | 17 (2) | 15/15 |
| DEuniform fialho | 30 (6) | 23 (5) | 21 (5) | 22 (6) | 22 (5) | 22 (4) | 22 (4) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.4 (1) | 6.2 (2) | 5.7 (1) | 5.3 (1.0) | 5.0 (1.0) | 5.0 (0.9) | 4.9 (0.8) | 15/15 |
| IPOP-CMA-ES ros | 5.9 (2) | 11 (10) | 8.7 (6) | 7.9 (5) | 7.5 (5) | 7.4 (4) | 7.2 (4) | 15/15 |
| MOS torre | 13 (1.0) | 10 (3) | 17 (14) | 18 (21) | 17 (19) | 17 (17) | 17 (15) | 15/15 |
| NBC-CMA preuss | 15 (2) | 11 (2) | 11 (1) | 10 (1) | 10 (1.0) | 10 (0.8) | 9.5 (0.8) | 15/15 |
| PM-AdapSS-DE fialho | 25 (10) | 22 (7) | 21 (5) | 22 (7) | 21 (7) | 21 (6) | 22 (5) | 15/15 |
| RCGA tran | 40 (35) | 8950 (9708) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1.3e4 (2e4) | 5.7e4 (5e4) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 107 (57) | 116 (27) | 176 (115) | 617 (438) | 1041 (452) | 1858 (1079) | 2809 (2345) | 11/15 |
| pPOEMS kubalic | 284 (207) | 563 (243) | 596 (82) | 631 (99) | 723 (132) | 996 (104) | 1200 (119) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 16 (4) | 12 (3) | 11 (3) | 10 (3) | 10 (3) | 8.2 (2) | 8.0 (2) | 15/15 |
| 1komma2mir brockhoff | 9.4 (3) | 7.6 (0.9) | 6.8 (0.8) | 6.6 (0.8) | 6.5 (0.7) | 5.1 (0.5) | 5.0 (0.4) | 15/15 |
| 1komma2mirser brockhoff | 7.4 (2) | 5.8 (1) | 5.4 (0.7) | 5.2 (0.6) | 5.2 (0.7) | 4.1 (0.5) | 4.0 (0.4) | 15/15 |
| 1komma2ser brockhoff | 19 (8) | 14 (5) | 13 (4) | 13 (4) | 13 (3) | 10 (3) | 10 (3) | 15/15 |
| 1komma4 brockhoff | 5.0 (2) | 4.1 (1) | 3.9 (0.7) | 3.9 (0.6) | 3.9 (0.6) | 3.1 (0.5) | 3.0 (0.5) | 15/15 |
| 1komma4mir brockhoff | 4.5 (1) | 3.6 (0.8) | 3.3 (0.6) | 3.3 (0.4) | 3.4 (0.4) | 2.7 (0.3) | 2.7 (0.3) | 15/15 |
| 1komma4mirser brockhoff | 3.1 (0.8) | 2.6 (0.7) | 2.6 (0.4) | 2.5 (0.3) | 2.5 (0.3) | 2.0 (0.2) | 2.0 (0.2) | 15/15 |
| 1komma4ser brockhoff | 3.7 (1) | 3.2 (1) | 3.1 (0.5) | 3.1 (0.4) | 3.1 (0.4) | 2.5 (0.3) | 2.5 (0.4) | 15/15 |
| 1plus1 brockhoff | 2.6 (0.8) | 2.1 (0.6) | 2.1 (0.2) | 2.0 (0.2) | 2.0 (0.2) | 1.7 (0.1) | 1.7 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 2.2 (0.7) | 1.7 (0.5) | 1.7 (0.2)★2 | 1.7 (0.2)★2 | 1.7 (0.2)★2 | 1.4 (0.1)★2 | 1.4 (0.1)★2 | 15/15 |
| ABC elabd | 2.1e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 3.1 (2) | 4.6 (3) | 6.6 (4) | 8.1 (4) | 10 (4) | 11 (4) | 14 (4) | 15/15 |
| CMAEGS finck | 16 (5) | 12 (2) | 11 (2) | 11 (2) | 10 (2) | 8.2 (1) | 8.1 (1) | 15/15 |
| DE-F-AUC fialho | 4.5 (0.7) | 3.9 (0.4) | 4.0 (0.6) | 4.5 (0.5) | 4.9 (0.5) | 4.7 (0.4) | 5.3 (0.4) | 15/15 |
| DEuniform fialho | 4.5 (0.8) | 4.2 (0.4) | 4.6 (0.2) | 5.1 (0.3) | 5.5 (0.5) | 5.4 (0.3) | 6.2 (0.3) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.5 (0.8) | 2.2 (0.3) | 2.1 (0.3) | 2.1 (0.3) | 2.2 (0.3) | 1.8 (0.2) | 1.9 (0.2) | 15/15 |
| IPOP-CMA-ES ros | 3.7 (1.0) | 2.9 (0.5) | 2.7 (0.3) | 2.7 (0.3) | 2.8 (0.3) | 2.3 (0.2) | 2.3 (0.2) | 15/15 |
| MOS torre | 10 (2) | 8.1 (1) | 7.6 (1) | 7.6 (0.7) | 7.7 (0.7) | 6.4 (0.5) | 6.5 (0.4) | 15/15 |
| NBC-CMA preuss | 4.6 (2) | 4.5 (1) | 4.4 (0.5) | 4.4 (0.5) | 4.5 (0.4) | 3.8 (0.3) | 3.8 (0.3) | 15/15 |
| PM-AdapSS-DE fialho | 4.6 (0.5) | 4.0 (0.5) | 4.3 (0.4) | 4.8 (0.3) | 5.3 (0.4) | 5.2 (0.4) | 5.9 (0.3) | 15/15 |
| RCGA tran | 3245 (3720) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 1413 (2147) | 4128 (6002) | 1.7e4 (1e4) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| pPOEMS kubalic | 553 (467) | 639 (339) | 738 (277) | 844 (317) | 1002 (424) | 1040 (331) | 1238 (389) | 11/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 28 (8) | 25 (5) | 7.3 (2) | 6.0 (1) | 5.1 (0.9) | 4.2 (0.8) | 3.9 (0.7) | 15/15 |
| 1komma2mir brockhoff | 24 (5) | 20 (4) | 5.6 (1) | 4.6 (0.6) | 3.9 (0.4) | 3.3 (0.4) | 3.0 (0.3) | 15/15 |
| 1komma2mirser brockhoff | 19 (6) | 16 (4) | 4.8 (0.7) | 3.9 (0.5) | 3.3 (0.4) | 2.8 (0.3) | 2.6 (0.3) | 15/15 |
| 1komma2ser brockhoff | 30 (14) | 28 (9) | 9.0 (3) | 7.3 (2) | 6.3 (2) | 5.3 (2) | 4.9 (2) | 15/15 |
| 1komma4 brockhoff | 10 (2) | 10 (2) | 2.9 (0.5) | 2.3 (0.3) | 2.0 (0.3) | 1.7 (0.2) | 1.6 (0.2) | 15/15 |
| 1komma4mir brockhoff | 12 (3) | 10 (2) | 2.8 (0.5) | 2.3 (0.3) | 2.0 (0.2) | 1.7 (0.2) | 1.6 (0.1) | 15/15 |
| 1komma4mirser brockhoff | 10 (3) | 7.9 (1.0) | 2.2 (0.3) | 1.8 (0.2) | 1.5 (0.2) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| 1komma4ser brockhoff | 10 (3) | 8.1 (2) | 2.3 (0.5) | 1.9 (0.4) | 1.7 (0.3) | 1.4 (0.3) | 1.3 (0.2) | 15/15 |
| 1plus1 brockhoff | 5.8 (3) | 6.9 (2) | 2.1 (0.3) | 1.8 (0.2) | 1.5 (0.1) | 1.3 (0.1) | 1.2 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 4.9 (3) | 5.2 (2) | 1.7 (0.4) | 1.4 (0.2) | 1.2 (0.1) | 1.1 (0.1) | 0.98 (0.1) | 15/15 |
| ABC elabd | 160 (239) | 6082 (5570) | 9334 (2e4) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 5.4 (4) | 7.2 (5) | 2.7 (1) | 2.6 (1.0) | 2.8 (1) | 3.1 (0.9) | 3.4 (0.9) | 15/15 |
| CMAEGS finck | 61 (14) | 51 (6) | 14 (2) | 11 (1) | 9.0 (1) | 7.4 (0.9) | 6.7 (0.8) | 15/15 |
| DE-F-AUC fialho | 6.2 (1) | 6.6 (0.7) | 2.2 (0.2) | 2.1 (0.2) | 2.0 (0.1) | 2.2 (0.1) | 2.4 (0.1) | 15/15 |
| DEuniform fialho | 6.2 (0.8) | 6.6 (1.0) | 2.4 (0.2) | 2.3 (0.2) | 2.4 (0.1) | 2.6 (0.1) | 2.8 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.6 (0.6) | 4.7 (0.5) | 1.4 (0.1) | 1.2 (0.1)★2 | 1.0 (0.1)★2 | 0.95 (0.1)★ | 0.92 (0.1)↑0 | 15/15 |
| IPOP-CMA-ES ros | 8.6 (2) | 7.3 (1) | 2.1 (0.2) | 1.8 (0.2) | 1.6 (0.1) | 1.4 (0.1) | 1.3 (0.1) | 15/15 |
| MOS torre | 18 (4) | 17 (2) | 4.9 (0.5) | 4.2 (0.4) | 3.7 (0.1) | 3.3 (0.2) | 3.2 (0.2) | 15/15 |
| NBC-CMA preuss | 13 (8) | 14 (5) | 4.1 (1) | 3.4 (1) | 3.0 (0.9) | 2.6 (0.7) | 2.4 (0.6) | 15/15 |
| PM-AdapSS-DE fialho | 6.3 (0.8) | 6.4 (0.6) | 2.3 (0.3) | 2.2 (0.2) | 2.3 (0.2) | 2.4 (0.2) | 2.7 (0.1) | 15/15 |
| RCGA tran | 472 (875) | 5461 (3704) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 4.9e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 556 (860) | 917 (927) | 465 (468) | 496 (425) | 571 (455) | 680 (694) | 739 (846) | 11/15 |
| pPOEMS kubalic | 95 (112) | 393 (148) | 204 (36) | 232 (37) | 251 (33) | 291 (37) | 341 (47) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 33 (34) | 26 (23) | 24 (23) | 25 (25) | 24 (23) | 10 (8) | 10 (7) | 15/15 |
| 1komma2mir brockhoff | 25 (21) | 16 (15) | 14 (13) | 14 (12) | 14 (10) | 6.0 (4) | 5.9 (4) | 15/15 |
| 1komma2mirser brockhoff | 20 (28) | 15 (17) | 14 (11) | 14 (11) | 13 (10) | 5.4 (4) | 5.2 (4) | 15/15 |
| 1komma2ser brockhoff | 44 (81) | 38 (43) | 45 (33) | 46 (31) | 45 (31) | 23 (24) | 23 (26) | 12/15 |
| 1komma4 brockhoff | 14 (8) | 9.0 (7) | 8.9 (5) | 8.9 (5) | 8.6 (5) | 3.6 (2) | 3.5 (2) | 15/15 |
| 1komma4mir brockhoff | 14 (20) | 10 (12) | 10 (9) | 10 (8) | 10 (7) | 4.2 (3) | 4.1 (3) | 15/15 |
| 1komma4mirser brockhoff | 15 (13) | 10 (9) | 8.9 (7) | 8.9 (7) | 8.6 (7) | 3.5 (3) | 3.3 (3) | 15/15 |
| 1komma4ser brockhoff | 10 (7) | 8.2 (7) | 8.7 (6) | 9.0 (6) | 9.0 (6) | 3.9 (2) | 3.8 (2) | 15/15 |
| 1plus1 brockhoff | 7.8 (6) | 6.8 (7) | 6.9 (7) | 7.2 (7) | 7.0 (6) | 3.1 (3) | 3.0 (3) | 15/15 |
| 1plus2mirser brockhoff | 6.1 (6) | 4.2 (5) | 4.0 (4) | 4.2 (4) | 4.2 (4) | 1.8 (1) | 1.8 (1) | 15/15 |
| ABC elabd | 99 (78) | 547 (474) | 5846 (9425) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 3.5 (3) | 2.8 (2) | 2.8 (2) | 2.9 (2) | 3.0 (2) | 1.3 (1) | 1.4 (1) | 15/15 |
| CMAEGS finck | 52 (91) | 35 (49) | 32 (39) | 32 (36) | 31 (33) | 40 (16) | 36 (15) | 14/15 |
| DE-F-AUC fialho | 23 (3) | 13 (4) | 13 (7) | 13 (8) | 14 (9) | 6.4 (4) | 6.6 (4) | 15/15 |
| DEuniform fialho | 28 (5) | 21 (6) | 21 (13) | 22 (13) | 22 (12) | 10 (7) | 11 (7) | 15/15 |
| IPOP-ACTCMA-ES ros | 8.8 (7) | 5.9 (7) | 5.7 (5) | 6.0 (5) | 6.0 (5) | 2.6 (2) | 2.6 (2) | 15/15 |
| IPOP-CMA-ES ros | 9.5 (7) | 6.1 (5) | 6.2 (4) | 6.4 (4) | 6.4 (4) | 2.8 (2) | 2.8 (2) | 15/15 |
| MOS torre | 25 (11) | 16 (12) | 16 (13) | 16 (12) | 16 (11) | 6.9 (4) | 6.8 (4) | 15/15 |
| NBC-CMA preuss | 17 (20) | 10 (11) | 12 (10) | 12 (10) | 12 (8) | 5.5 (3) | 5.5 (3) | 15/15 |
| PM-AdapSS-DE fialho | 24 (3) | 16 (8) | 24 (43) | 27 (52) | 27 (50) | 12 (20) | 13 (18) | 15/15 |
| RCGA tran | 423 (653) | 664 (664) | 1670 (1955) | 8906 (1e4) | 7986 (6372) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 1.9e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 9468 (1e4) | 6507 (9802) | 5.7e4 (1e5) | 5.1e4 (6e4) | 4.6e4 (4e4) | ∞ | ∞2e6 | 0/15 |
| pPOEMS kubalic | 2091 (853) | 1365 (506) | 1383 (819) | 1554 (982) | 1881 (1034) | 1009 (685) | 1369 (1331) | 8/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 25 (18) | 27 (19) | 37 (32) | 65 (66) | 22 (24) | 28 (23) | 98 (155) | 1/15 |
| 1komma2mir brockhoff | 9.4 (10) | 30 (19) | 34 (21) | 34 (25) | 14 (14) | 27 (36) | 37 (39) | 4/15 |
| 1komma2mirser brockhoff | 4.6 (6) | 17 (18) | 21 (20) | 24 (21) | 14 (13) | 18 (17) | 36 (51) | 5/15 |
| 1komma2ser brockhoff | 16 (27) | 32 (30) | 44 (31) | 60 (57) | 23 (21) | 46 (67) | 153 (164) | 1/15 |
| 1komma4 brockhoff | 7.0 (7) | 10 (7) | 11 (5) | 10 (7) | 3.0 (1) | 4.2 (2) | 5.1 (4) | 15/15 |
| 1komma4mir brockhoff | 6.4 (5) | 11 (6) | 10 (4) | 9.1 (5) | 2.8 (2) | 3.2 (3) | 3.9 (2) | 15/15 |
| 1komma4mirser brockhoff | 2.9 (3) | 4.9 (6) | 7.7 (5) | 6.7 (4) | 2.5 (1) | 3.1 (2) | 3.1 (3) | 15/15 |
| 1komma4ser brockhoff | 5.0 (5) | 10 (7) | 10 (6) | 8.8 (5) | 3.3 (3) | 3.1 (2) | 5.0 (4) | 14/15 |
| 1plus1 brockhoff | 3.7 (5) | 7.1 (5) | 8.3 (5) | 8.0 (6) | 2.4 (2) | 2.2 (1) | 3.1 (2) | 15/15 |
| 1plus2mirser brockhoff | 3.1 (3) | 7.9 (7) | 7.1 (6) | 6.1 (5) | 1.9 (1) | 2.0 (1) | 2.3 (2) | 15/15 |
| ABC elabd | 18 (15) | 187 (186) | 6613 (6442) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 4.5 (5) | 8.1 (7) | 42 (42) | 67 (51) | 68 (55) | 391 (245) | ∞5e4 | 0/15 |
| CMAEGS finck | 506 (1075) | 1307 (1307) | 8010 (1e4) | 1.0e4 (1e4) | 5348 (4962) | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 10 (1) | 11 (0.6) | 11 (1) | 11 (0.8) | 3.2 (0.2) | 3.2 (0.2) | 3.1 (0.2) | 15/15 |
| DEuniform fialho | 11 (0.8) | 12 (0.6) | 13 (0.6) | 13 (0.5) | 3.7 (0.2) | 3.8 (0.1) | 3.7 (0.2) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.0 (2) | 4.1 (2) | 4.2 (0.8) | 4.0 (0.4) | 1.2 (0.2) | 1.2 (0.1) | 1.1 (0.1)★ | 15/15 |
| IPOP-CMA-ES ros | 3.2 (1) | 4.9 (2) | 5.3 (3) | 5.1 (2) | 1.4 (0.6) | 1.6 (0.3) | 1.6 (0.6) | 15/15 |
| MOS torre | 11 (2) | 12 (2) | 13 (2) | 13 (1) | 3.5 (0.3) | 3.4 (0.4) | 3.2 (0.2) | 15/15 |
| NBC-CMA preuss | 6.2 (1) | 7.5 (4) | 9.3 (4) | 9.3 (2) | 2.6 (0.5) | 2.7 (0.3) | 2.6 (0.3) | 15/15 |
| PM-AdapSS-DE fialho | 10 (1) | 11 (0.8) | 12 (1) | 12 (0.5) | 3.4 (0.1) | 3.5 (0.1) | 3.4 (0.1) | 15/15 |
| RCGA tran | 282 (331) | 1072 (1016) | 6910 (7500) | 1.2e4 (1e4) | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 2058 (1865) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 905 (40) | 2906 (3847) | 9132 (2e4) | 1.9e4 (2e4) | 1.6e4 (2e4) | ∞ | ∞2e6 | 0/15 |
| pPOEMS kubalic | 447 (167) | 792 (109) | 1066 (184) | 1221 (183) | 390 (52) | 1316 (958) | 9954 (1e4) | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 2.2 (4) | 4.9 (4) | 5.9 (3) | 6.2 (3) | 8.3 (3) | 13 (3) | 13 (2) | 15/15 |
| 1komma2mir brockhoff | 4.2 (4) | 3.5 (2) | 3.9 (1) | 4.3 (1) | 5.8 (3) | 11 (3) | 9.3 (2) | 15/15 |
| 1komma2mirser brockhoff | 3.1 (3) | 3.2 (1) | 3.3 (1) | 3.6 (1) | 4.8 (2) | 9.2 (2) | 8.1 (0.7) | 15/15 |
| 1komma2ser brockhoff | 3.4 (4) | 6.3 (4) | 6.4 (4) | 6.3 (3) | 11 (5) | 17 (5) | 16 (4) | 15/15 |
| 1komma4 brockhoff | 1.6 (2) | 1.9 (1) | 3.1 (2) | 3.2 (2) | 4.2 (2) | 6.8 (1) | 5.4 (1) | 15/15 |
| 1komma4mir brockhoff | 2.3 (2) | 2.1 (1) | 2.9 (1) | 3.3 (1) | 3.9 (1) | 6.1 (1) | 5.3 (0.7) | 15/15 |
| 1komma4mirser brockhoff | 1.7 (3) | 1.8 (1.0) | 2.3 (0.8) | 2.3 (0.5) | 2.9 (1) | 4.5 (0.9) | 4.0 (0.5) | 15/15 |
| 1komma4ser brockhoff | 1.9 (2) | 2.0 (0.9) | 2.5 (0.8) | 3.0 (0.9) | 3.8 (0.8) | 5.2 (1) | 4.6 (0.9) | 15/15 |
| 1plus1 brockhoff | 1.2 (1) | 1.8 (0.8) | 2.3 (0.8) | 2.5 (0.6) | 2.7 (0.7) | 4.1 (0.9) | 3.3 (0.4) | 15/15 |
| 1plus2mirser brockhoff | 0.81 (0.7) | 1.4 (0.4) | 1.7 (0.3) | 2.0 (0.5) | 2.7 (0.8) | 3.2 (0.7) | 2.7 (0.4) | 15/15 |
| ABC elabd | 3.4 (3) | 11 (8) | 19 (7) | 29 (10) | 677 (799) | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 2.0 (0.6) | 1.0 (0.3) | 1.0 (0.2)★4 | 1.0 (0.2)★4 | 1.2 (0.2)★4 | 5.0 (2) | 1028 (811) | 0/15 |
| CMAEGS finck | 14 (16) | 7.2 (4) | 7.5 (2) | 8.8 (6) | 16 (6) | 27 (6) | 203 (525) | 11/15 |
| DE-F-AUC fialho | 2.2 (2) | 9.4 (4) | 15 (2) | 15 (2) | 13 (2) | 11 (0.9) | 8.2 (0.5) | 15/15 |
| DEuniform fialho | 2.2 (2) | 10 (3) | 16 (3) | 18 (2) | 15 (1) | 13 (0.5) | 9.3 (0.5) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.5 (2) | 2.2 (1) | 3.2 (0.8) | 3.6 (0.8) | 3.6 (0.5) | 3.8 (0.6) | 2.9 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 2.1 (3) | 2.9 (2) | 3.8 (2) | 4.3 (1) | 4.7 (1) | 5.5 (0.7) | 4.4 (0.5) | 15/15 |
| MOS torre | 2.9 (3) | 13 (5) | 15 (5) | 15 (2) | 14 (3) | 15 (1) | 11 (0.8) | 15/15 |
| NBC-CMA preuss | 1.4 (1) | 7.0 (3) | 8.7 (1) | 8.1 (1) | 7.4 (0.8) | 7.8 (1.0) | 6.4 (0.5) | 15/15 |
| PM-AdapSS-DE fialho | 0.98 (0.7) | 9.4 (6) | 17 (3) | 17 (2) | 15 (1) | 12 (1) | 8.9 (0.5) | 15/15 |
| RCGA tran | 1.5 (1) | 23 (22) | 40 (26) | 59 (53) | 272 (224) | 1.5e4 (1e4) | ∞2e5 | 0/15 |
| SPSA finck | 164 (290) | 106 (108) | 86 (94) | 69 (82) | 98 (122) | 2144 (2111) | ∞5e5 | 0/15 |
| oPOEMS kubalic | 109 (25) | 43 (12) | 79 (44) | 124 (33) | 135 (16) | 502 (505) | ∞2e6 | 0/15 |
| pPOEMS kubalic | 60 (57) | 47 (12) | 140 (142) | 596 (134) | 795 (197) | 1059 (196) | 2133 (1612) | 3/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 27 (25) | 76 (60) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 8.1 (10) | 26 (22) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 11 (16) | 25 (30) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 129 (126) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 8.2 (9) | 38 (43) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 3.6 (5) | 18 (26) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 2.8 (3) | 13 (17) | 38 (50) | 37 (38) | 36 (36) | 35 (33) | 34 (34) | 1/15 |
| 1komma4ser brockhoff | 8.5 (6) | 40 (33) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 6.1 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 4.6 (5) | 38 (41) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 15 (7) | 243 (260) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 5.8 (6) | 46 (46) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| CMAEGS finck | 8.6 (5) | 95 (157) | 185 (161) | 366 (469) | 361 (280) | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 5.4 (3) | 2.0 (0.7) | 7.5 (13) | 7.4 (13) | 7.3 (13) | 7.1 (12) | 6.9 (12) | 12/15 |
| DEuniform fialho | 4.8 (4) | 2.2 (0.4) | 3.0 (0.2) | 3.0 (0.2) | 3.0 (0.2) | 2.9 (0.2) | 2.9 (0.2) | 14/15 |
| IPOP-ACTCMA-ES ros | 1.5 (2) | 0.89 (0.5) | 1.0 (0.7) | 1.0 (0.7) | 1.0 (0.7) | 1.0 (0.7) | 1.0 (0.7) | 15/15 |
| IPOP-CMA-ES ros | 2.3 (3) | 1.3 (0.8) | 1.2 (1) | 1.2 (1) | 1.2 (1) | 1.2 (1) | 1.2 (1) | 15/15 |
| MOS torre | 4.3 (2) | 1.4 (1) | 1.6 (1) | 1.6 (1) | 1.6 (1) | 1.6 (1) | 1.6 (1) | 15/15 |
| NBC-CMA preuss | 2.3 (1) | 4.3 (3) | 16 (18) | 16 (19) | 15 (16) | 15 (18) | 14 (14) | 10/15 |
| PM-AdapSS-DE fialho | 5.4 (3) | 6.3 (6) | 3.2 (3) | 3.2 (3) | 3.2 (3) | 7.6 (12) | 7.4 (12) | 12/15 |
| RCGA tran | 25 (43) | 9.4 (5) | 12 (10) | 12 (10) | 12 (16) | 15 (12) | 20 (17) | 4/15 |
| SPSA finck | 2250 (2146) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 18 (6) | 232 (299) | 335 (363) | 329 (372) | 324 (374) | 314 (808) | 305 (435) | 3/15 |
| pPOEMS kubalic | 57 (39) | 29 (6) | 60 (116) | 61 (76) | 62 (94) | 64 (73) | 66 (71) | 9/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 42 (44) | 259 (223) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 16 (18) | 29 (35) | 45 (33) | 70 (48) | 69 (102) | 62 (54) | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 15 (24) | 43 (44) | 38 (38) | 36 (30) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 58 (78) | 589 (958) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 7.3 (17) | 27 (18) | 31 (30) | 34 (52) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 2.9 (2) | 5.8 (8) | 12 (15) | 6.1 (6) | 11 (15) | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 5.6 (7) | 16 (12) | 19 (13) | 15 (18) | 33 (31) | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 8.2 (12) | 20 (23) | 33 (37) | 72 (71) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 2.0 (4) | 21 (20) | 19 (26) | 33 (59) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 1.7 (4) | 7.7 (7) | 16 (23) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 2.3 (1) | 10 (6) | 95 (98) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 2.6 (3) | 12 (15) | 47 (48) | ∞ | ∞ | ∞ | ∞4e4 | 0/15 |
| CMAEGS finck | 7.8 (5) | 179 (409) | 409 (517) | 324 (345) | 671 (802) | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 6.4 (6) | 39 (27) | 31 (11) | 8.2 (3) | 12 (25) | 11 (22) | 10 (21) | 13/15 |
| DEuniform fialho | 4.3 (6) | 44 (26) | 20 (6) | 13 (25) | 17 (24) | 16 (23) | 15 (31) | 12/15 |
| IPOP-ACTCMA-ES ros | 3.9 (4) | 2.4 (2) | 1.7 (2) | 0.56 (0.7) | 0.82 (0.7) | 0.84 (0.6) | 0.85 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 2.5 (2) | 2.3 (3) | 1.7 (1) | 0.55 (0.4)↑1 | 0.96 (0.9) | 0.94 (0.7) | 0.95 (0.7) | 15/15 |
| MOS torre | 1.6 (1) | 2.9 (1) | 2.6 (3) | 1.2 (0.9) | 1.2 (0.9) | 7.7 (0.8) | 7.7 (0.8) | 15/15 |
| NBC-CMA preuss | 3.0 (2) | 4.0 (5) | 1.3 (2) | 0.81 (1) | 0.86 (1) | 0.83 (1) | 0.83 (1) | 15/15 |
| PM-AdapSS-DE fialho | 3.9 (5) | 124 (149) | 55 (85) | 16 (23) | 20 (25) | 28 (34) | 27 (39) | 11/15 |
| RCGA tran | 2.4 (2) | 60 (35) | 49 (48) | 80 (39) | 351 (335) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 550 (413) | 1367 (1575) | 594 (717) | 349 (353) | 695 (873) | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 11 (6) | 14 (5) | 92 (282) | 56 (148) | 74 (144) | 68 (65) | 66 (124) | 9/15 |
| pPOEMS kubalic | 10 (4) | 52 (43) | 40 (14) | 53 (74) | 116 (144) | 113 (130) | 116 (126) | 9/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 55 (159) | 54 (74) | 404 (445) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 6.9 (5) | 5.3 (10) | 6.2 (8) | 13 (15) | 64 (76) | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 5.5 (5) | 5.0 (7) | 13 (15) | 22 (17) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 55 (25) | 87 (78) | 397 (645) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 120 (24) | 20 (31) | 18 (25) | 31 (37) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 21 (4) | 2.3 (3) | 4.1 (7) | 7.2 (9) | 90 (109) | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 5.3 (4) | 0.71 (0.6) | 4.5 (7) | 28 (22) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 4.3 (3) | 3.6 (6) | 19 (20) | 54 (66) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 16 (9) | 25 (42) | 94 (124) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 16 (7) | 17 (26) | 24 (27) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 6.8 (7) | 15 (15) | 64 (52) | 1259 (1311) | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 3.3 (3) | 42 (34) | 405 (687) | ∞ | ∞ | ∞ | ∞6e4 | 0/15 |
| CMAEGS finck | 18 (17) | 3.3 (1) | 2.5 (3) | 40 (87) | 62 (70) | 1104 (1162) | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 5.9 (7) | 3.8 (1) | 2.3 (0.4) | 1.2 (0.2) | 1.3 (0.2) | 1.3 (0.1) | 1.4 (0.1) | 15/15 |
| DEuniform fialho | 3.9 (5) | 4.3 (1) | 2.7 (0.3) | 1.4 (0.1) | 1.6 (0.1) | 1.5 (0.1) | 1.6 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.4 (6) | 0.89 (0.4) | 0.53 (0.2)↑1 | 0.59 (0.7) | 0.77 (0.5) | 1.00 (0.5) | 1.1 (0.9) | 15/15 |
| IPOP-CMA-ES ros | 5.0 (6) | 1.1 (0.5) | 0.97 (2) | 0.61 (0.5) | 0.77 (1) | 0.81 (0.7) | 1.0 (0.4) | 15/15 |
| MOS torre | 2.9 (3) | 5.8 (4) | 5.2 (8) | 3.9 (9) | 5.4 (9) | 3.9 (7) | 4.0 (6) | 15/15 |
| NBC-CMA preuss | 5.9 (6) | 2.2 (0.5) | 1.9 (4) | 0.74 (1) | 0.68 (0.9) | 1.6 (2) | 3.3 (3) | 15/15 |
| PM-AdapSS-DE fialho | 4.3 (5) | 4.0 (0.7) | 2.3 (0.3) | 1.2 (0.1) | 1.4 (0.1) | 1.3 (0.1) | 1.4 (0.1) | 15/15 |
| RCGA tran | 3.0 (4) | 56 (99) | 48 (36) | 35 (35) | 56 (38) | 173 (179) | ∞2e5 | 0/15 |
| SPSA finck | 5.1e4 (1e5) | 2096 (2327) | 2229 (2508) | 2447 (3583) | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 230 (117) | 17 (9) | 15 (2) | 8.2 (1) | 14 (0.9) | 98 (186) | 139 (244) | 9/15 |
| pPOEMS kubalic | 176 (129) | 22 (20) | 88 (18) | 57 (9) | 71 (8) | 73 (7) | 82 (9) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 36 (68) | 200 (174) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 3.7 (2) | 28 (60) | 23 (32) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 8.2 (8) | 27 (63) | 21 (33) | 83 (93) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 29 (41) | 600 (668) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 3.0 (1) | 31 (68) | 21 (28) | 84 (112) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 1.9 (0.8) | 5.9 (10) | 9.2 (13) | 19 (27) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 3.1 (5) | 18 (40) | 6.4 (12) | 84 (102) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 8.8 (16) | 35 (66) | 20 (29) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 8.6 (11) | 51 (73) | 87 (122) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 16 (21) | 48 (49) | 33 (32) | 85 (81) | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 5.1 (5) | 27 (25) | 300 (323) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 10 (13) | 272 (354) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| CMAEGS finck | 2.2 (1) | 7.2 (9) | 25 (63) | 122 (133) | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 4.3 (1) | 3.8 (0.5) | 0.75 (0.1)↑0 | 0.55 (0.1)↑0 | 0.69 (0.1)↑0 | 0.88 (0.0)↑0 | 0.98 (0.1) | 15/15 |
| DEuniform fialho | 4.0 (2) | 4.3 (0.6) | 0.81 (0.1)↑0 | 0.58 (0.1)↑0 | 0.73 (0.1)↑0 | 0.95 (0.0)↑1 | 1.1 (0.0) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.5 (0.8) | 1.6 (0.5) | 0.70 (0.5) | 0.69 (0.3) | 0.77 (0.3) | 0.80 (0.3) | 0.84 (0.3)↑0 | 15/15 |
| IPOP-CMA-ES ros | 1.2 (0.5) | 2.7 (6) | 0.87 (1) | 1.1 (0.4) | 1.0 (0.4) | 1.0 (0.3) | 0.99 (0.1) | 15/15 |
| MOS torre | 4.9 (4) | 6.7 (5) | 2.9 (3) | 1.7 (2) | 1.7 (2) | 1.6 (2) | 2.0 (2) | 15/15 |
| NBC-CMA preuss | 3.1 (2) | 3.0 (0.6) | 0.41 (0.1)↑1 | 0.48 (0.4)↑1 | 1.2 (1) | 6.2 (14) | 15 (14) | 10/15 |
| PM-AdapSS-DE fialho | 4.3 (1) | 4.1 (0.8) | 0.76 (0.1)↑0 | 0.54 (0.1)↑0 | 0.67 (0.1)↑0 | 0.89 (0.1)↑0 | 1.0 (0.1) | 15/15 |
| RCGA tran | 7.9 (8) | 88 (84) | 23 (11) | 35 (32) | 187 (175) | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 2.0e4 (2e4) | 1.9e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 19 (6) | 23 (11) | 33 (3) | 207 (178) | 449 (606) | ∞ | ∞2e6 | 0/15 |
| pPOEMS kubalic | 18 (7) | 94 (51) | 34 (8) | 30 (2) | 39 (4) | 55 (5) | 69 (8) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 31 (30) | 1.6e4 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 62 (38) | 4556 (3558) | 946 (654) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 22 (22) | 8527 (6426) | 1394 (2044) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 55 (54) | 2.5e4 (3e4) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 21 (12) | 6463 (4662) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 20 (22) | 8960 (6372) | 659 (599) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 17 (12) | 3093 (2864) | 479 (528) | 7.0 (6) | 6.1 (6) | 6.0 (5) | 6.0 (7) | 1/15 |
| 1komma4ser brockhoff | 25 (18) | 1.0e4 (8320) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 13 (12) | 5123 (5898) | 1483 (1599) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 17 (18) | 6018 (1e4) | 233 (318) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 34 (46) | 2898 (2014) | 3826 (6109) | 69 (68) | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 24 (4) | 1.6e4 (5e4) | 996 (1725) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| CMAEGS finck | 97 (68) | 5695 (7759) | 2018 (2669) | 33 (51) | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 29 (32) | 2586 (2184) | 1728 (2153) | 10 (12) | 11 (7) | 11 (9) | 10 (13) | 5/15 |
| DEuniform fialho | 35 (30) | 3449 (1590) | 1632 (1514) | 15 (18) | 13 (18) | 13 (20) | 13 (13) | 4/15 |
| IPOP-ACTCMA-ES ros | 14 (10) | 1207 (1125) | 124 (152) | 0.84 (0.8) | 0.95 (0.7) | 0.96 (0.7) | 0.96 (0.7) | 15/15 |
| IPOP-CMA-ES ros | 21 (25) | 1720 (1760) | 125 (95) | 1.2 (0.7) | 1.1 (0.7) | 1.1 (0.7) | 1.1 (0.7) | 15/15 |
| MOS torre | 27 (20) | 658 (245) | 108 (219) | 3.9 (3) | 4.8 (8) | 4.8 (4) | 4.8 (6) | 9/15 |
| NBC-CMA preuss | 39 (45) | 2946 (2618) | 2143 (3596) | 40 (65) | 35 (32) | 35 (37) | 35 (44) | 1/15 |
| PM-AdapSS-DE fialho | 37 (50) | 2000 (1273) | 2056 (3256) | 22 (18) | 19 (25) | 19 (18) | 29 (37) | 1/15 |
| RCGA tran | 33 (32) | 1019 (673) | 464 (395) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 422 (446) | 2.1e5 (3e5) | 2.9e4 (4e4) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 1047 (441) | 3.1e4 (6e4) | 1.1e4 (1e4) | 98 (94) | 87 (162) | 86 (108) | 86 (53) | 2/15 |
| pPOEMS kubalic | 982 (606) | 1.8e4 (3e4) | 1647 (3180) | 12 (29) | 27 (38) | 27 (28) | 27 (37) | 5/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 4.7 (5) | 19 (29) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 4.5 (3) | 11 (13) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 4.7 (2) | 9.3 (13) | 18 (15) | 14 (12) | 13 (13) | 13 (13) | 13 (12) | 1/15 |
| 1komma2ser brockhoff | 8.9 (5) | 14 (20) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 3.3 (4) | 10 (15) | 9.4 (7) | 7.0 (8) | 6.6 (8) | 6.6 (6) | 6.5 (8) | 2/15 |
| 1komma4mir brockhoff | 2.8 (2) | 6.9 (7) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 2.6 (2) | 7.6 (10) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 2.8 (2) | 6.8 (6) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 2.8 (2) | 10 (11) | 19 (22) | 14 (14) | 13 (15) | 13 (14) | 13 (16) | 1/15 |
| 1plus2mirser brockhoff | 2.6 (1) | 5.4 (9) | 19 (18) | 14 (11) | 13 (17) | 13 (13) | 13 (17) | 1/15 |
| ABC elabd | 7.2 (4) | 1.5 (1) | 0.55 (0.5) | 0.48 (0.4)↑1 | 0.58 (0.4) | 1.5 (1) | 2.6 (2) | 15/15 |
| AVGNEWUOA ros | 1 (0) | 8.4 (7) | 12 (16) | 8.6 (7) | 8.2 (5) | 8.1 (9) | 8.0 (9) | 1/15 |
| CMAEGS finck | 9.2 (5) | 869 (1239) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 6.8 (6) | 7.6 (5) | 6.9 (13) | 5.1 (7) | 4.9 (7) | 4.8 (9) | 4.8 (9) | 10/15 |
| DEuniform fialho | 11 (8) | 10 (6) | 9.2 (10) | 6.8 (7) | 6.4 (9) | 6.4 (11) | 6.4 (9) | 9/15 |
| IPOP-ACTCMA-ES ros | 3.9 (2) | 10 (4) | 1.4 (2) | 1.1 (1) | 1.1 (1) | 1.1 (1) | 1.1 (1) | 15/15 |
| IPOP-CMA-ES ros | 3.9 (2) | 11 (11) | 1.4 (0.9) | 1.1 (0.7) | 1.1 (0.7) | 1.1 (0.7) | 1.1 (0.7) | 15/15 |
| MOS torre | 10 (6) | 2.7 (1) | 0.43 (0.3)↑0 | 0.49 (0.3)↑1 | 0.55 (0.4)↑1 | 1.0 (0.7) | 1.1 (0.7) | 15/15 |
| NBC-CMA preuss | 7.9 (2) | 5.0 (5) | 25 (28) | 19 (22) | 18 (18) | 18 (21) | 17 (14) | 4/15 |
| PM-AdapSS-DE fialho | 11 (5) | 14 (20) | 9.4 (10) | 7.0 (12) | 6.6 (7) | 6.6 (5) | 6.6 (9) | 8/15 |
| RCGA tran | 8.7 (6) | 439 (490) | 95 (46) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 25 (18) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 84 (11) | 8.4 (5) | 30 (46) | 22 (30) | 21 (28) | 21 (21) | 21 (25) | 9/15 |
| pPOEMS kubalic | 81 (14) | 17 (11) | 17 (20) | 13 (15) | 13 (14) | 14 (14) | 15 (21) | 11/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.9 (11) | 8.6 (14) | 13 (12) | 13 (12) | 13 (12) | 12 (12) | 12 (12) | 14/15 |
| 1komma2mir brockhoff | 5.7 (15) | 5.8 (6) | 9.0 (15) | 9.0 (16) | 8.9 (15) | 8.9 (15) | 8.8 (22) | 13/15 |
| 1komma2mirser brockhoff | 2.4 (4) | 5.0 (4) | 10 (8) | 9.4 (8) | 9.4 (8) | 9.3 (8) | 9.2 (8) | 15/15 |
| 1komma2ser brockhoff | 24 (26) | 14 (16) | 23 (28) | 23 (34) | 23 (25) | 23 (14) | 22 (21) | 11/15 |
| 1komma4 brockhoff | 5.7 (14) | 2.9 (4) | 6.9 (8) | 6.8 (8) | 6.8 (8) | 6.8 (7) | 6.7 (7) | 14/15 |
| 1komma4mir brockhoff | 3.5 (3) | 3.4 (4) | 6.1 (11) | 6.1 (11) | 6.1 (10) | 6.0 (10) | 6.0 (10) | 15/15 |
| 1komma4mirser brockhoff | 1.2 (1) | 1.7 (1) | 3.1 (5) | 3.1 (4) | 3.1 (4) | 3.1 (4) | 3.1 (4) | 15/15 |
| 1komma4ser brockhoff | 5.1 (9) | 4.3 (6) | 5.3 (8) | 5.3 (8) | 5.3 (8) | 5.2 (8) | 5.2 (8) | 15/15 |
| 1plus1 brockhoff | 2.7 (0.8) | 3.4 (5) | 5.6 (7) | 5.5 (7) | 5.5 (7) | 5.5 (6) | 5.4 (6) | 15/15 |
| 1plus2mirser brockhoff | 7.6 (9) | 3.8 (6) | 7.5 (11) | 7.4 (11) | 7.4 (11) | 7.3 (10) | 7.2 (10) | 14/15 |
| ABC elabd | 3.2 (2) | 1.8 (2) | 6.7 (8) | 10 (10) | 13 (13) | 84 (108) | 265 (462) | 8/15 |
| AVGNEWUOA ros | 1.7 (4) | 2.5 (2) | 3.6 (5) | 3.5 (5) | 3.5 (5) | 3.5 (4) | 3.5 (4) | 15/15 |
| CMAEGS finck | 3.4 (3) | 114 (188) | 217 (255) | 267 (445) | 287 (331) | 374 (396) | 458 (578) | 6/15 |
| DE-F-AUC fialho | 5.2 (8) | 1.7 (0.9) | 110 (299) | 109 (148) | 109 (221) | 107 (145) | 106 (214) | 11/15 |
| DEuniform fialho | 4.5 (5) | 33 (2) | 76 (150) | 76 (148) | 75 (147) | 74 (145) | 74 (143) | 12/15 |
| IPOP-ACTCMA-ES ros | 3.5 (1) | 7.3 (8) | 32 (36) | 33 (39) | 33 (40) | 33 (41) | 33 (41) | 14/15 |
| IPOP-CMA-ES ros | 6.3 (17) | 5.6 (6) | 30 (34) | 30 (36) | 31 (38) | 31 (41) | 31 (40) | 14/15 |
| MOS torre | 4.6 (4) | 69 (162) | 280 (459) | 478 (1227) | 485 (1064) | 483 (1050) | 527 (1033) | 13/15 |
| NBC-CMA preuss | 2.5 (3) | 96 (130) | 119 (269) | 118 (90) | 117 (176) | 115 (115) | 114 (193) | 10/15 |
| PM-AdapSS-DE fialho | 4.0 (5) | 33 (1) | 201 (150) | 199 (222) | 198 (294) | 195 (218) | 192 (285) | 9/15 |
| RCGA tran | 2.5 (2) | 84 (121) | 105 (165) | 129 (232) | 129 (172) | 135 (150) | 140 (98) | 9/15 |
| SPSA finck | 34 (20) | 299 (528) | 1986 (2574) | 1967 (3135) | 1958 (2885) | 4055 (5207) | 3995 (3843) | 1/15 |
| oPOEMS kubalic | 25 (6) | 744 (827) | 1429 (1345) | 1415 (1330) | 1405 (1760) | 1389 (1336) | 1370 (1707) | 6/15 |
| pPOEMS kubalic | 28 (19) | 11 (20) | 214 (450) | 238 (453) | 243 (443) | 263 (439) | 283 (433) | 12/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 18 (33) | 31 (31) | 31 (35) | 30 (29) | 30 (32) | 29 (30) | 29 (34) | 12/15 |
| 1komma2mir brockhoff | 10 (14) | 11 (14) | 20 (18) | 19 (17) | 19 (16) | 18 (16) | 18 (16) | 14/15 |
| 1komma2mirser brockhoff | 15 (20) | 21 (21) | 51 (61) | 49 (71) | 48 (79) | 47 (65) | 46 (35) | 9/15 |
| 1komma2ser brockhoff | 23 (30) | 32 (41) | 49 (59) | 47 (86) | 46 (54) | 45 (54) | 44 (47) | 9/15 |
| 1komma4 brockhoff | 6.9 (8) | 13 (15) | 16 (19) | 16 (18) | 15 (18) | 15 (17) | 15 (17) | 14/15 |
| 1komma4mir brockhoff | 12 (16) | 10 (11) | 12 (15) | 12 (14) | 12 (14) | 12 (13) | 11 (13) | 14/15 |
| 1komma4mirser brockhoff | 10 (10) | 12 (16) | 15 (18) | 15 (17) | 14 (17) | 14 (16) | 14 (16) | 15/15 |
| 1komma4ser brockhoff | 16 (19) | 18 (17) | 12 (10) | 11 (10) | 11 (10) | 11 (9) | 11 (9) | 15/15 |
| 1plus1 brockhoff | 3.7 (7) | 8.0 (10) | 8.5 (12) | 8.2 (11) | 8.0 (11) | 7.9 (11) | 7.8 (10) | 15/15 |
| 1plus2mirser brockhoff | 3.1 (6) | 6.5 (10) | 4.9 (5) | 4.7 (5) | 4.6 (5) | 4.6 (5) | 4.5 (4) | 15/15 |
| ABC elabd | 5.1 (5) | 7.6 (11) | 35 (44) | 237 (273) | 374 (362) | 3312 (4568) | 6897 (8194) | 0/15 |
| AVGNEWUOA ros | 3.4 (3) | 2.6 (3) | 2.3 (3) | 2.3 (3) | 2.3 (3) | 2.4 (3) | 2.4 (2) | 15/15 |
| CMAEGS finck | 58 (21) | 337 (649) | 1482 (1346) | 1421 (917) | 1384 (1365) | 1933 (3247) | 1884 (2342) | 3/15 |
| DE-F-AUC fialho | 4.8 (4) | 203 (648) | 802 (1200) | 768 (2041) | 747 (744) | 725 (1082) | 706 (1521) | 6/15 |
| DEuniform fialho | 6.6 (7) | 203 (648) | 469 (533) | 450 (638) | 438 (496) | 425 (721) | 414 (468) | 8/15 |
| IPOP-ACTCMA-ES ros | 8.8 (10) | 21 (26) | 65 (74) | 276 (377) | 270 (365) | 263 (199) | 256 (319) | 9/15 |
| IPOP-CMA-ES ros | 12 (26) | 48 (77) | 165 (236) | 165 (293) | 161 (276) | 158 (303) | 155 (188) | 11/15 |
| MOS torre | 3.7 (3) | 24 (19) | 299 (569) | 483 (829) | 557 (1181) | 550 (1153) | 541 (1132) | 15/15 |
| NBC-CMA preuss | 3.0 (2) | 264 (389) | 288 (321) | 360 (472) | 350 (600) | 339 (433) | 330 (424) | 7/15 |
| PM-AdapSS-DE fialho | 4.1 (3) | 4.6 (2) | 469 (800) | 449 (511) | 437 (744) | 424 (842) | 414 (469) | 8/15 |
| RCGA tran | 6.2 (4) | 154 (247) | 365 (334) | 857 (876) | 1697 (2666) | 1706 (1852) | 3409 (2985) | 0/15 |
| SPSA finck | 676 (374) | 1319 (2097) | 7821 (7864) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 1137 (857) | 2349 (3886) | 2592 (4397) | 2485 (2679) | 2417 (2977) | 2349 (3862) | 2290 (2357) | 6/15 |
| pPOEMS kubalic | 29 (13) | 25 (19) | 268 (801) | 276 (764) | 284 (747) | 326 (715) | 362 (714) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 2.8 (4) | 101 (164) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 15 (12) | 37 (34) | 16 (18) | 13 (14) | 23 (29) | 22 (23) | 21 (32) | 0/15 |
| 1komma2mirser brockhoff | 6.4 (8) | 23 (21) | 9.5 (13) | 26 (22) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 3.1 (2) | 105 (97) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 5.7 (6) | 28 (35) | 7.0 (7) | 12 (14) | 11 (11) | 22 (33) | 21 (29) | 1/15 |
| 1komma4mir brockhoff | 3.8 (4) | 12 (10) | 4.2 (4) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 2.2 (2) | 8.8 (9) | 24 (18) | 25 (34) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 3.0 (4) | 23 (25) | 51 (40) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 5.0 (6) | 5.4 (6) | 5.5 (5) | 12 (17) | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 4.7 (6) | 1.3 (2) | 9.3 (11) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 2.2 (2) | 19 (16) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 6.0 (6) | 2.5 (4) | 14 (14) | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| CMAEGS finck | 15 (11) | 33 (21) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 2.4 (2) | 9.3 (5) | 2.3 (0.4) | 2.5 (0.4) | 3.4 (0.2) | 5.3 (0.4) | 6.9 (0.6) | 15/15 |
| DEuniform fialho | 2.0 (3) | 11 (6) | 2.5 (0.5) | 2.7 (0.4) | 3.6 (0.4) | 5.5 (0.3) | 7.2 (0.4) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.6 (1) | 20 (19) | 76 (131) | 39 (66) | 34 (48) | 33 (56) | 32 (63) | 8/15 |
| IPOP-CMA-ES ros | 2.2 (2) | 26 (32) | 33 (65) | 17 (33) | 15 (22) | 14 (20) | 14 (27) | 11/15 |
| MOS torre | 2.2 (2) | 16 (13) | 4.1 (4) | 3.5 (5) | 3.8 (5) | 4.0 (5) | 3.9 (4) | 14/15 |
| NBC-CMA preuss | 1.4 (1) | 42 (30) | 299 (353) | 153 (172) | 135 (163) | 129 (73) | 124 (114) | 1/15 |
| PM-AdapSS-DE fialho | 1.8 (1) | 8.9 (4) | 12 (18) | 15 (24) | 14 (16) | 21 (24) | 27 (33) | 5/15 |
| RCGA tran | 2.2 (2) | 37 (43) | 119 (175) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 309 (206) | 1778 (1997) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 12 (14) | 21 (18) | 41 (79) | 63 (121) | 57 (83) | 55 (80) | 54 (88) | 7/15 |
| pPOEMS kubalic | 3.4 (6) | 71 (117) | 29 (6) | 43 (56) | 42 (48) | 47 (50) | 53 (45) | 8/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 40 (76) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mir brockhoff | 8.3 (8) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2mirser brockhoff | 6.0 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma2ser brockhoff | 49 (46) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4 brockhoff | 5.3 (4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mir brockhoff | 4.4 (4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4mirser brockhoff | 6.0 (7) | 3.3 (4) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1komma4ser brockhoff | 7.0 (12) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus1 brockhoff | 6.2 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| 1plus2mirser brockhoff | 4.7 (5) | 3.3 (5) | ∞ | ∞ | ∞ | ∞ | ∞5e4 | 0/15 |
| ABC elabd | 13 (18) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| AVGNEWUOA ros | 2.0 (4) | 2.2 (2) | ∞ | ∞ | ∞ | ∞ | ∞3e4 | 0/15 |
| CMAEGS finck | 30 (18) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| DE-F-AUC fialho | 4.1 (3) | 3.7 (3) | 0.13 (0.1) | 0.15 (0.2) | 0.15 (0.2) | 0.11 (0.2) | 0.11 (0.1) | 4/15 |
| DEuniform fialho | 4.3 (3) | 3.7 (5) | 0.17 (0.2) | 0.15 (0.2) | 0.15 (0.3) | 0.11 (0.1) | 0.11 (0.2) | 4/15 |
| IPOP-ACTCMA-ES ros | 2.6 (2) | 41 (48) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-CMA-ES ros | 2.9 (3) | 18 (30) | 1.4 (2) | 0.94 (2) | 0.94 (0.9) | 0.70 (1.0) | 0.70 (0.8) | 2/15 |
| MOS torre | 2.2 (1) | 2.8 (3) | 0.52 (0.6) | 1.2 (0.9) | 1.2 (1) | 0.87 (0.8) | 0.87 (1) | 1/15 |
| NBC-CMA preuss | 15 (13) | 9.4 (18) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 5.9 (6) | 6.8 (8) | 0.24 (0.3) | 0.36 (0.5) | 0.36 (0.3) | 0.27 (0.4) | 0.27 (0.2) | 2/15 |
| RCGA tran | 3.5 (2) | 8.2 (10) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| SPSA finck | 4351 (3777) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| oPOEMS kubalic | 72 (149) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| pPOEMS kubalic | 39 (22) | 7.2 (11) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (5) | 20 (7) | 31 (13) | 40 (13) | 48 (10) | 67 (17) | 85 (19) | 15/15 |
| 1komma2mir brockhoff | 6.5 (2) | 12 (3) | 17 (3) | 23 (4) | 28 (4) | 40 (5) | 52 (7) | 15/15 |
| 1komma2mirser brockhoff | 5.9 (2) | 10 (2) | 15 (2) | 20 (3) | 25 (4) | 36 (5) | 45 (5) | 15/15 |
| 1komma2ser brockhoff | 10 (3) | 19 (7) | 27 (8) | 35 (4) | 45 (12) | 62 (13) | 81 (16) | 15/15 |
| 1komma4 brockhoff | 4.7 (2) | 10 (2) | 14 (3) | 20 (3) | 25 (4) | 36 (4) | 46 (7) | 15/15 |
| 1komma4mir brockhoff | 4.1 (2) | 8.1 (2) | 12 (3) | 17 (2) | 21 (3) | 30 (3) | 39 (5) | 15/15 |
| 1komma4mirser brockhoff | 3.6 (1) | 6.6 (1) | 10 (1) | 13 (2) | 16 (2) | 23 (2) | 29 (2) | 15/15 |
| 1komma4ser brockhoff | 4.3 (2) | 8.2 (2) | 13 (2) | 16 (3) | 21 (3) | 29 (3) | 38 (6) | 15/15 |
| 1plus1 brockhoff | 4.1 (1.0) | 8.0 (2) | 12 (2) | 15 (2) | 19 (2) | 27 (3) | 34 (3) | 15/15 |
| 1plus2mirser brockhoff | 3.7 (1) | 6.7 (2) | 10 (1) | 13 (2) | 17 (2) | 24 (3) | 31 (2) | 15/15 |
| ABC elabd | 24 (15) | 55 (34) | 86 (44) | 114 (41) | 165 (33) | 238 (16) | 306 (27) | 15/15 |
| AVGNEWUOA ros | 1.7 (0)★2 | 1.7 (0.1)★4 | 1.7 (0.1)★4 | 1.7 (0.1)★4 | 1.7 (0.1)★4 | 1.7 (0.1)★4 | 1.7 (0.1)★4 | 15/15 |
| CMAEGS finck | 11 (3) | 19 (2) | 26 (3) | 34 (4) | 42 (4) | 57 (5) | 72 (4) | 15/15 |
| DE-F-AUC fialho | 37 (12) | 89 (8) | 137 (12) | 189 (13) | 239 (17) | 343 (15) | 443 (24) | 15/15 |
| DEuniform fialho | 48 (11) | 119 (14) | 197 (16) | 269 (15) | 344 (14) | 496 (22) | 649 (19) | 15/15 |
| IPOP-ACTCMA-ES ros | 6.2 (2) | 12 (2) | 19 (2) | 26 (3) | 32 (3) | 44 (3) | 58 (4) | 15/15 |
| IPOP-CMA-ES ros | 5.0 (3) | 11 (2) | 17 (3) | 24 (3) | 30 (3) | 43 (3) | 56 (5) | 15/15 |
| MOS torre | 19 (5) | 56 (3) | 71 (7) | 94 (8) | 124 (6) | 166 (21) | 214 (14) | 15/15 |
| NBC-CMA preuss | 16 (1.0) | 25 (3) | 34 (4) | 45 (4) | 54 (4) | 73 (4) | 93 (6) | 15/15 |
| PM-AdapSS-DE fialho | 41 (12) | 94 (15) | 157 (11) | 218 (14) | 275 (12) | 399 (16) | 518 (15) | 15/15 |
| RCGA tran | 33 (24) | 103 (40) | 206 (53) | 345 (78) | 1034 (428) | 2693 (222) | 3761 (153) | 15/15 |
| SPSA finck | 7.7 (2) | 10 (2) | 13 (2) | 16 (3) | 19 (5) | 25 (7) | 31 (9) | 15/15 |
| oPOEMS kubalic | 130 (12) | 241 (71) | 605 (101) | 1045 (186) | 1469 (153) | 2403 (127) | 3321 (84) | 15/15 |
| pPOEMS kubalic | 125 (18) | 248 (74) | 1029 (706) | 3154 (1750) | 5744 (2476) | 1.1e4 (3582) | 1.6e4 (4218) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 90 (18) | 93 (16) | 98 (9) | 101 (11) | 102 (11) | 106 (11) | 108 (11) | 15/15 |
| 1komma2mir brockhoff | 46 (8) | 49 (6) | 50 (4) | 51 (4) | 52 (4) | 53 (4) | 54 (4) | 15/15 |
| 1komma2mirser brockhoff | 38 (5) | 42 (3) | 43 (3) | 44 (3) | 44 (3) | 45 (2) | 47 (2) | 15/15 |
| 1komma2ser brockhoff | 101 (30) | 107 (20) | 111 (20) | 114 (20) | 115 (19) | 119 (19) | 123 (18) | 15/15 |
| 1komma4 brockhoff | 31 (6) | 35 (3) | 36 (3) | 36 (3) | 37 (3) | 38 (3) | 39 (3) | 15/15 |
| 1komma4mir brockhoff | 27 (5) | 30 (4) | 31 (2) | 33 (1) | 33 (1) | 34 (2) | 35 (2) | 15/15 |
| 1komma4mirser brockhoff | 21 (4) | 23 (2) | 23 (2) | 24 (2) | 24 (2) | 25 (2) | 26 (2) | 15/15 |
| 1komma4ser brockhoff | 26 (6) | 29 (5) | 31 (3) | 32 (3) | 32 (3) | 33 (4) | 34 (4) | 15/15 |
| 1plus1 brockhoff | 17 (3) | 21 (4) | 21 (3) | 22 (3) | 22 (2) | 23 (2) | 24 (2) | 15/15 |
| 1plus2mirser brockhoff | 13 (4) | 16 (3) | 18 (1) | 18 (1) | 19 (1) | 20 (1)★ | 20 (1)★3 | 15/15 |
| ABC elabd | 11 (4) | 15 (7) | 22 (6) | 28 (9) | 38 (11) | 56 (7) | 68 (6) | 15/15 |
| AVGNEWUOA ros | 16 (17) | 39 (34) | 67 (53) | 90 (63) | 124 (80) | 184 (107) | 251 (101) | 15/15 |
| CMAEGS finck | 61 (13) | 66 (11) | 67 (6) | 68 (6) | 69 (6) | 71 (6) | 73 (7) | 15/15 |
| DE-F-AUC fialho | 29 (4) | 34 (4) | 40 (4) | 46 (4) | 52 (3) | 64 (4) | 75 (4) | 15/15 |
| DEuniform fialho | 39 (2) | 47 (2) | 55 (2) | 64 (2) | 73 (2) | 91 (2) | 109 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 14 (3) | 16 (2) | 18 (1) | 19 (1) | 20 (1) | 21 (1) | 23 (1) | 15/15 |
| IPOP-CMA-ES ros | 21 (3) | 25 (1) | 26 (1) | 26 (2) | 27 (1) | 28 (1) | 30 (1) | 15/15 |
| MOS torre | 30 (8) | 37 (9) | 43 (13) | 48 (11) | 53 (9) | 62 (8) | 71 (6) | 15/15 |
| NBC-CMA preuss | 32 (6) | 37 (6) | 41 (4) | 43 (3) | 44 (3) | 47 (3) | 49 (3) | 15/15 |
| PM-AdapSS-DE fialho | 32 (1) | 39 (1) | 46 (3) | 53 (2) | 59 (3) | 74 (2) | 87 (3) | 15/15 |
| RCGA tran | 94 (23) | 147 (38) | 233 (52) | 321 (44) | 393 (30) | 676 (24) | 1482 (1294) | 8/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 214 (43) | 267 (41) | 326 (51) | 369 (25) | 426 (37) | 532 (28) | 642 (34) | 15/15 |
| pPOEMS kubalic | 610 (426) | 1019 (418) | 1276 (453) | 1788 (430) | 2028 (523) | 2615 (547) | 3286 (682) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 274 (300) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 390 (596) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 398 (503) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 91 (123) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 76 (65) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 376 (460) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 838 (791) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 835 (1064) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 1.6 (0.7) | 2.2 (1) | 2.5 (1) | 2.8 (1) | 3.1 (1) | 3.8 (0.9) | 4.5 (0.4) | 15/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞7e4 | 0/15 |
| CMAEGS finck | 78 (119) | 3902 (4584) | 3893 (5127) | 3865 (3163) | 3859 (4531) | 3857 (3223) | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 200 (59) | 1212 (972) | 3964 (4018) | 3936 (4400) | 3930 (3981) | 3926 (4388) | 3922 (3766) | 1/15 |
| DEuniform fialho | 211 (60) | 4009 (4653) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 5.6 (2) | 643 (858) | 2678 (3653) | 2659 (1908) | 2655 (3133) | 2654 (3110) | 2651 (4034) | 2/15 |
| IPOP-CMA-ES ros | 2.7 (3) | 1658 (1643) | 5796 (6044) | 5753 (1e4) | 5744 (6709) | 5738 (3868) | 5730 (6908) | 1/15 |
| MOS torre | 2.1 (0.3) | 3.0 (3) | 3.7 (3) | 4.0 (3) | 4.4 (3) | 4.9 (3) | 5.6 (3) | 15/15 |
| NBC-CMA preuss | 8.2 (11) | 1213 (1292) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 93 (32) | 508 (559) | 646 (839) | 1877 (2131) | 3944 (3707) | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 8.2 (3) | 133 (170) | 254 (277) | 330 (206) | 333 (337) | 336 (439) | 339 (335) | 5/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 6.8 (2) | 28 (31) | 54 (34) | 56 (32) | 58 (32) | 64 (32) | 70 (32) | 15/15 |
| pPOEMS kubalic | 8.2 (4) | 54 (18) | 134 (13) | 140 (9) | 154 (20) | 186 (26) | 227 (30) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 307 (414) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 209 (214) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 311 (279) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 317 (278) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 1.3 (0.6) | 3.2 (1)★ | 4.4 (2)★2 | 5.1 (2)★ | 5.7 (3)★ | 6.7 (3) | 0.99 (0.4) | 15/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| CMAEGS finck | 362 (455) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 92 (31) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 111 (34) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 7.6 (4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-CMA-ES ros | 7.5 (9) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| MOS torre | 1.9 (0.3) | 6.8 (3) | 8.2 (0.6) | 8.6 (0.7) | 9.1 (0.7) | 10 (0.7) | 1.4 (0.1) | 15/15 |
| NBC-CMA preuss | 8.1 (7) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 92 (59) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 107 (141) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 6.6 (2) | 40 (36) | 114 (125) | 116 (128) | 120 (127) | 123 (126) | 17 (16) | 15/15 |
| pPOEMS kubalic | 10 (8) | 68 (29) | 285 (415) | 298 (410) | 316 (419) | 348 (413) | 51 (56) | 12/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 5.8 (2) | 7.0 (1) | 7.2 (2) | 7.2 (2) | 7.2 (2) | 7.2 (2) | 7.2 (2) | 15/15 |
| 1komma2mir brockhoff | 2.9 (1) | 3.5 (2) | 3.7 (2) | 3.8 (2) | 3.8 (2) | 3.8 (2) | 3.8 (2) | 15/15 |
| 1komma2mirser brockhoff | 3.5 (2) | 4.0 (2) | 4.1 (2) | 4.1 (2) | 4.1 (2) | 4.1 (2) | 4.1 (2) | 15/15 |
| 1komma2ser brockhoff | 6.4 (3) | 8.3 (4) | 8.4 (4) | 8.4 (4) | 8.4 (4) | 8.4 (4) | 8.4 (4) | 15/15 |
| 1komma4 brockhoff | 4.3 (2) | 5.5 (3) | 5.6 (4) | 5.7 (4) | 5.7 (4) | 5.7 (4) | 5.7 (4) | 15/15 |
| 1komma4mir brockhoff | 4.2 (2) | 5.2 (2) | 5.3 (2) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 5.4 (2) | 15/15 |
| 1komma4mirser brockhoff | 3.5 (1) | 4.1 (1) | 4.2 (1) | 4.2 (1) | 4.2 (1) | 4.2 (1) | 4.2 (1) | 15/15 |
| 1komma4ser brockhoff | 3.1 (2) | 4.1 (2) | 4.1 (2) | 4.2 (2) | 4.2 (2) | 4.2 (2) | 4.2 (2) | 15/15 |
| 1plus1 brockhoff | 2.8 (2) | 3.3 (2) | 3.4 (2) | 3.4 (2) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 15/15 |
| 1plus2mirser brockhoff | 2.1 (0.7) | 2.7 (1) | 3.0 (1) | 3.0 (1) | 3.0 (1) | 3.0 (1) | 3.0 (1) | 15/15 |
| ABC elabd | 52 (36) | 72 (47) | 76 (48) | 76 (48) | 76 (48) | 76 (48) | 76 (48) | 15/15 |
| AVGNEWUOA ros | 2.1 (0.1) | 2.3 (0.4) | 2.4 (0.4) | 2.4 (0.4) | 2.4 (0.4) | 2.4 (0.4) | 2.4 (0.4) | 15/15 |
| CMAEGS finck | 5.4 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 15/15 |
| DE-F-AUC fialho | 31 (16) | 40 (19) | 44 (17) | 44 (17) | 44 (17) | 44 (17) | 44 (17) | 15/15 |
| DEuniform fialho | 43 (15) | 54 (21) | 56 (23) | 58 (23) | 58 (23) | 58 (23) | 58 (23) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.3 (2) | 6.7 (2) | 6.9 (2) | 6.9 (2) | 6.9 (2) | 6.9 (2) | 6.9 (2) | 15/15 |
| IPOP-CMA-ES ros | 4.9 (1) | 6.0 (1) | 6.2 (1) | 6.3 (2) | 6.3 (2) | 6.3 (2) | 6.3 (2) | 15/15 |
| MOS torre | 35 (13) | 54 (2) | 54 (2) | 54 (2) | 54 (2) | 54 (2) | 54 (2) | 15/15 |
| NBC-CMA preuss | 36 (15) | 43 (12) | 43 (12) | 43 (12) | 43 (12) | 43 (12) | 43 (12) | 15/15 |
| PM-AdapSS-DE fialho | 39 (13) | 53 (19) | 54 (19) | 54 (19) | 54 (19) | 54 (19) | 54 (19) | 15/15 |
| RCGA tran | 395 (24) | 799 (62) | 1255 (122) | 1977 (362) | 3155 (600) | 5189 (312) | 7.5e4 (9e4) | 0/15 |
| SPSA finck | 6.2 (5) | 8.3 (5) | 8.7 (5) | 8.7 (5) | 8.7 (5) | 8.7 (5) | 8.7 (5) | 15/15 |
| oPOEMS kubalic | 200 (13) | 237 (30) | 265 (38) | 277 (42) | 280 (48) | 280 (48) | 280 (48) | 15/15 |
| pPOEMS kubalic | 198 (17) | 235 (38) | 255 (39) | 275 (45) | 278 (45) | 279 (45) | 279 (45) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 7.1 (5) | 9.2 (7) | 12 (10) | 19 (20) | 21 (19) | 35 (29) | 90 (63) | 3/15 |
| 1komma2mir brockhoff | 2.4 (0.9) | 2.2 (0.8) | 2.3 (1) | 2.4 (0.9) | 2.3 (1.0) | 2.4 (1) | 2.4 (1) | 15/15 |
| 1komma2mirser brockhoff | 1.9 (0.8) | 1.9 (0.6) | 2.1 (0.7) | 2.0 (0.6) | 2.1 (0.6) | 2.2 (0.9) | 2.5 (1) | 15/15 |
| 1komma2ser brockhoff | 10 (8) | 17 (14) | 35 (54) | 44 (44) | 55 (54) | 77 (93) | 597 (559) | 0/15 |
| 1komma4 brockhoff | 2.1 (0.8) | 2.3 (0.9) | 2.4 (0.7) | 2.5 (0.6) | 2.6 (1) | 2.7 (1) | 2.8 (1) | 15/15 |
| 1komma4mir brockhoff | 1.6 (0.6) | 1.6 (0.6) | 1.7 (0.5) | 1.7 (0.5) | 1.8 (0.4) | 1.8 (0.5) | 1.7 (0.4) | 15/15 |
| 1komma4mirser brockhoff | 1.1 (0.5) | 1.3 (0.5) | 1.3 (0.3) | 1.4 (0.5) | 1.4 (0.5) | 1.4 (0.6) | 1.5 (0.7) | 15/15 |
| 1komma4ser brockhoff | 1.7 (0.7) | 2.2 (1) | 2.6 (1) | 2.8 (2) | 2.9 (2) | 4.2 (3) | 4.6 (3) | 15/15 |
| 1plus1 brockhoff | 1.4 (0.9) | 5.9 (7) | 26 (25) | 78 (59) | 246 (278) | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 1.1 (0.6) | 2.6 (2) | 14 (22) | 75 (80) | 155 (85) | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 12 (9) | 232 (327) | 598 (925) | 2036 (2424) | 2248 (4838) | 7831 (7876) | 6289 (3587) | 1/15 |
| AVGNEWUOA ros | 0.97 (0.4) | 0.99 (0.4) | 1.0 (0.3) | 1.0 (0.5) | 1.1 (0.5) | 1.1 (0.4) | 1.1 (0.4) | 15/15 |
| CMAEGS finck | 35 (70) | 73 (72) | 188 (91) | 269 (482) | 240 (403) | 198 (276) | 209 (225) | 7/15 |
| DE-F-AUC fialho | 11 (1) | 12 (1) | 13 (0.9) | 13 (0.8) | 13 (0.8) | 12 (0.2) | 12 (0.3) | 15/15 |
| DEuniform fialho | 15 (2) | 16 (1) | 17 (1) | 17 (1) | 17 (0.9) | 16 (0.9) | 16 (0.6) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.8 (0.4) | 1.9 (0.3) | 1.8 (0.3) | 1.8 (0.2) | 1.7 (0.2) | 1.6 (0.1) | 1.6 (0.1) | 15/15 |
| IPOP-CMA-ES ros | 1.9 (0.6) | 1.9 (0.4) | 1.9 (0.4) | 1.9 (0.4) | 1.8 (0.3) | 1.7 (0.2) | 1.7 (0.2) | 15/15 |
| MOS torre | 7.8 (2) | 7.1 (0.7) | 6.7 (0.7) | 6.4 (0.7) | 6.2 (0.6) | 5.5 (0.6) | 5.2 (0.4) | 15/15 |
| NBC-CMA preuss | 31 (14) | 21 (9) | 17 (7) | 14 (5) | 11 (4) | 8.4 (3) | 7.0 (2) | 15/15 |
| PM-AdapSS-DE fialho | 14 (1) | 14 (0.8) | 15 (0.8) | 15 (0.8) | 14 (0.7) | 13 (0.4) | 13 (0.5) | 15/15 |
| RCGA tran | 39 (16) | 83 (31) | 136 (159) | 313 (486) | 407 (677) | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 3.6e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 31 (5) | 39 (3) | 43 (2) | 45 (2) | 45 (2) | 44 (0.9) | 44 (0.8) | 15/15 |
| pPOEMS kubalic | 40 (7) | 71 (36) | 129 (80) | 138 (58) | 150 (68) | 156 (83) | 168 (62) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 56 (60) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 12 (13) | 47 (64) | 164 (137) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 8.8 (10) | 47 (53) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 102 (106) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 5.1 (2) | 53 (39) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 3.6 (4) | 25 (24) | 337 (256) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 4.9 (5) | 21 (28) | 161 (119) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 11 (11) | 75 (95) | 339 (334) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 18 (21) | 6.4 (3) | 6.5 (3) | 10 (11) | 12 (15) | 12 (11) | 12 (12) | 12/15 |
| 1plus2mirser brockhoff | 14 (23) | 5.6 (3) | 7.4 (12) | 13 (16) | 13 (20) | 13 (20) | 13 (12) | 11/15 |
| ABC elabd | 27 (20) | 512 (584) | 1627 (2801) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 16 (26) | 38 (51) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| CMAEGS finck | 10 (7) | 2491 (3425) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 10 (2) | 2.1 (0.2) | 1.2 (0.1) | 1.3 (0.1) | 1.4 (0.1) | 1.4 (0.1) | 1.4 (0.2) | 15/15 |
| DEuniform fialho | 12 (1) | 2.8 (0.3) | 1.7 (0.1) | 1.9 (0.1) | 1.9 (0.1) | 1.9 (0.1) | 2.0 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.7 (0.9) | 1.2 (0.6) | 0.75 (0.5) | 0.77 (0.3)★2 | 0.77 (0.3)★2 | 0.77 (0.3)★2 | 0.75 (0.3)★2 | 15/15 |
| IPOP-CMA-ES ros | 2.6 (1) | 1.9 (1) | 1.5 (0.9) | 1.4 (0.6) | 1.4 (0.6) | 1.4 (0.6) | 1.4 (0.6) | 15/15 |
| MOS torre | 7.8 (1) | 3.0 (3) | 2.3 (1) | 2.1 (1) | 2.1 (1) | 2.1 (1) | 2.0 (1) | 15/15 |
| NBC-CMA preuss | 3.4 (0.9) | 1.5 (1) | 4.0 (3) | 13 (16) | 15 (16) | 15 (16) | 16 (15) | 14/15 |
| PM-AdapSS-DE fialho | 10 (2) | 2.4 (0.3) | 1.4 (0.1) | 1.5 (0.2) | 1.5 (0.1) | 1.5 (0.1) | 1.5 (0.1) | 15/15 |
| RCGA tran | 82 (179) | 81 (68) | 298 (285) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 8.1e4 (9e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 34 (6) | 12 (2) | 147 (358) | 123 (294) | 123 (292) | 123 (292) | 117 (279) | 13/15 |
| pPOEMS kubalic | 40 (19) | 35 (24) | 29 (10) | 43 (8) | 46 (10) | 46 (10) | 44 (10) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 10 (12) | 20 (17) | 19 (15) | 19 (14) | 19 (13) | 19 (13) | 19 (13) | 15/15 |
| 1komma2mir brockhoff | 2.3 (1) | 7.6 (6) | 7.7 (5) | 7.7 (5) | 7.7 (4) | 7.7 (4) | 7.8 (4) | 15/15 |
| 1komma2mirser brockhoff | 2.9 (2) | 6.8 (4) | 6.7 (4) | 6.6 (3) | 6.6 (3) | 6.7 (3) | 6.8 (3) | 15/15 |
| 1komma2ser brockhoff | 8.4 (12) | 24 (18) | 23 (14) | 22 (13) | 22 (12) | 22 (12) | 22 (12) | 15/15 |
| 1komma4 brockhoff | 3.0 (2) | 7.0 (6) | 6.8 (5) | 6.7 (5) | 6.6 (4) | 6.7 (4) | 6.8 (4) | 15/15 |
| 1komma4mir brockhoff | 1.6 (0.9) | 6.1 (4) | 5.9 (3) | 5.8 (3) | 5.8 (3) | 5.8 (3) | 5.9 (2) | 15/15 |
| 1komma4mirser brockhoff | 1.2 (0.3) | 5.3 (4) | 5.1 (3) | 4.9 (3) | 4.9 (3) | 4.9 (3) | 4.9 (3) | 15/15 |
| 1komma4ser brockhoff | 3.3 (4) | 5.0 (3) | 5.0 (2) | 4.9 (2) | 4.9 (2) | 5.0 (2) | 5.1 (2) | 15/15 |
| 1plus1 brockhoff | 2.2 (1) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 3.5 (2) | 3.6 (2) | 3.8 (2) | 15/15 |
| 1plus2mirser brockhoff | 1.9 (1) | 3.5 (2) | 3.4 (2) | 3.3 (2) | 3.3 (1) | 3.4 (1) | 3.6 (1) | 15/15 |
| ABC elabd | 7.2 (6) | 7.4 (4) | 19 (15) | 77 (73) | 549 (504) | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 0.99 (0.7) | 0.88 (0.3)★3 | 0.84 (0.3)★4 | 0.83 (0.2)★4 | 0.82 (0.2)★4 | 0.82 (0.2)★4 | 0.82 (0.2)★4 | 15/15 |
| CMAEGS finck | 5.2 (2) | 8.4 (9) | 8.3 (8) | 8.4 (9) | 8.4 (9) | 9.1 (10) | 10 (11) | 14/15 |
| DE-F-AUC fialho | 14 (1) | 14 (2) | 15 (2) | 15 (2) | 15 (1) | 16 (1) | 18 (2) | 15/15 |
| DEuniform fialho | 20 (2) | 20 (3) | 21 (3) | 21 (2) | 22 (2) | 23 (2) | 26 (2) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.7 (3) | 4.4 (2) | 4.4 (1) | 4.3 (1) | 4.3 (1) | 4.4 (1) | 4.6 (1) | 15/15 |
| IPOP-CMA-ES ros | 2.3 (1) | 3.7 (0.9) | 3.9 (0.7) | 4.0 (0.7) | 4.0 (0.7) | 4.2 (0.7) | 4.3 (0.6) | 15/15 |
| MOS torre | 6.7 (2) | 12 (2) | 12 (1) | 12 (1) | 12 (2) | 13 (2) | 13 (1) | 15/15 |
| NBC-CMA preuss | 3.1 (0.5) | 6.4 (1) | 7.1 (0.9) | 7.5 (0.7) | 7.6 (0.7) | 7.9 (0.6) | 8.1 (0.6) | 15/15 |
| PM-AdapSS-DE fialho | 16 (1) | 20 (3) | 21 (3) | 22 (3) | 22 (3) | 23 (3) | 25 (3) | 15/15 |
| RCGA tran | 102 (91) | 1999 (1902) | 6724 (6508) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 8749 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 64 (12) | 706 (776) | 1066 (1409) | 1469 (1250) | 2026 (1185) | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 162 (104) | 200 (58) | 200 (49) | 198 (44) | 207 (43) | 271 (74) | 378 (124) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 7.1 (2) | 27 (16) | 24 (12) | 22 (11) | 21 (10) | 21 (9) | 21 (9) | 15/15 |
| 1komma2mir brockhoff | 5.0 (1) | 11 (7) | 10 (6) | 9.1 (5) | 8.8 (5) | 8.7 (4) | 8.7 (4) | 15/15 |
| 1komma2mirser brockhoff | 5.0 (4) | 9.3 (5) | 8.5 (4) | 7.9 (3) | 7.7 (3) | 7.6 (3) | 7.5 (3) | 15/15 |
| 1komma2ser brockhoff | 15 (20) | 30 (23) | 27 (17) | 25 (15) | 24 (14) | 23 (13) | 23 (12) | 15/15 |
| 1komma4 brockhoff | 5.2 (6) | 9.2 (8) | 8.3 (6) | 7.7 (5) | 7.5 (5) | 7.3 (4) | 7.3 (4) | 15/15 |
| 1komma4mir brockhoff | 5.2 (4) | 8.0 (5) | 7.2 (4) | 6.7 (3) | 6.5 (3) | 6.4 (3) | 6.3 (3) | 15/15 |
| 1komma4mirser brockhoff | 3.1 (3) | 6.4 (5) | 5.7 (4) | 5.3 (3) | 5.1 (3) | 5.0 (3) | 5.0 (3) | 15/15 |
| 1komma4ser brockhoff | 3.6 (2) | 6.2 (4) | 5.8 (3) | 5.4 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 15/15 |
| 1plus1 brockhoff | 2.7 (2) | 7.2 (5) | 6.3 (3) | 5.7 (3) | 5.5 (3) | 5.5 (3) | 5.5 (2) | 15/15 |
| 1plus2mirser brockhoff | 3.8 (5) | 5.8 (5) | 5.1 (3) | 4.6 (3) | 4.5 (3) | 4.5 (3) | 4.5 (2) | 15/15 |
| ABC elabd | 14 (10) | 997 (769) | 5682 (4348) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 1.3 (0.4)★ | 1.8 (2)★ | 1.5 (2)★ | 1.4 (1)★2 | 1.3 (1)★2 | 1.2 (1)★2 | 1.2 (1)★2 | 15/15 |
| CMAEGS finck | 8.8 (7) | 12 (9) | 12 (7) | 11 (7) | 11 (6) | 11 (6) | 11 (6) | 15/15 |
| DE-F-AUC fialho | 22 (2) | 21 (3) | 20 (3) | 19 (3) | 19 (2) | 20 (2) | 21 (2) | 15/15 |
| DEuniform fialho | 31 (2) | 29 (4) | 28 (4) | 27 (4) | 27 (4) | 28 (3) | 30 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.1 (3) | 5.2 (1) | 4.8 (1) | 4.5 (1) | 4.4 (1) | 4.4 (0.9) | 4.5 (0.9) | 15/15 |
| IPOP-CMA-ES ros | 3.2 (0.8) | 6.2 (1) | 5.8 (1.0) | 5.4 (0.9) | 5.3 (0.9) | 5.3 (0.8) | 5.4 (0.8) | 15/15 |
| MOS torre | 6.4 (0.4) | 12 (2) | 12 (3) | 11 (3) | 11 (2) | 11 (3) | 11 (2) | 15/15 |
| NBC-CMA preuss | 5.6 (0.9) | 12 (12) | 11 (9) | 11 (8) | 11 (7) | 11 (7) | 11 (7) | 15/15 |
| PM-AdapSS-DE fialho | 26 (2) | 31 (6) | 30 (5) | 29 (4) | 28 (4) | 29 (4) | 30 (3) | 15/15 |
| RCGA tran | 54 (21) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 1.1e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 113 (14) | 1062 (166) | 1615 (162) | 2928 (347) | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 327 (174) | 268 (104) | 313 (115) | 426 (149) | 561 (265) | 853 (313) | 1256 (589) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 9.4 (3) | 8.8 (1) | 8.1 (1) | 7.5 (1) | 7.4 (1) | 4.7 (0.7) | 4.6 (0.7) | 15/15 |
| 1komma2mir brockhoff | 4.7 (0.8) | 4.3 (0.4) | 3.9 (0.3) | 3.6 (0.2) | 3.6 (0.2) | 2.3 (0.1) | 2.3 (0.1) | 15/15 |
| 1komma2mirser brockhoff | 4.3 (0.4) | 3.8 (0.3) | 3.4 (0.3) | 3.1 (0.3) | 3.1 (0.2) | 2.0 (0.1) | 1.9 (0.1) | 15/15 |
| 1komma2ser brockhoff | 8.5 (3) | 8.7 (1) | 8.1 (1.0) | 7.5 (0.9) | 7.5 (0.9) | 4.8 (0.7) | 4.8 (0.6) | 15/15 |
| 1komma4 brockhoff | 2.9 (0.8) | 3.0 (0.3) | 2.8 (0.2) | 2.6 (0.2) | 2.6 (0.2) | 1.6 (0.1) | 1.6 (0.1) | 15/15 |
| 1komma4mir brockhoff | 2.6 (0.6) | 2.6 (0.4) | 2.4 (0.3) | 2.3 (0.2) | 2.2 (0.2) | 1.4 (0.1) | 1.4 (0.1) | 15/15 |
| 1komma4mirser brockhoff | 2.0 (0.5) | 2.0 (0.3) | 1.8 (0.2) | 1.7 (0.2) | 1.7 (0.2) | 1.1 (0.1) | 1.1 (0.1) | 15/15 |
| 1komma4ser brockhoff | 2.5 (0.5) | 2.5 (0.5) | 2.3 (0.5) | 2.2 (0.2) | 2.2 (0.2) | 1.4 (0.1) | 1.4 (0.1) | 15/15 |
| 1plus1 brockhoff | 1.8 (0.5) | 1.8 (0.2) | 1.7 (0.1) | 1.6 (0.1) | 1.6 (0.1) | 1.0 (0.1) | 1.0 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 1.4 (0.3) | 1.4 (0.2) | 1.4 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 0.82 (0.1)★2↑0 | 0.82 (0.0)★3↑0 | 15/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 1.9 (1) | 3.5 (2) | 5.4 (3) | 6.6 (3) | 9.0 (3) | 8.1 (2) | 10 (3) | 15/15 |
| CMAEGS finck | 6.2 (1) | 5.6 (0.8) | 5.2 (0.4) | 4.7 (0.3) | 4.7 (0.3) | 3.0 (0.2) | 2.9 (0.2) | 15/15 |
| DE-F-AUC fialho | 2.9 (0.3) | 3.0 (0.2) | 3.1 (0.2) | 3.3 (0.1) | 3.6 (0.2) | 2.7 (0.2) | 3.1 (0.1) | 15/15 |
| DEuniform fialho | 3.9 (0.2) | 4.1 (0.2) | 4.4 (0.2) | 4.6 (0.3) | 5.1 (0.2) | 3.9 (0.1) | 4.5 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.5 (0.3) | 1.4 (0.2) | 1.4 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 0.89 (0.0)↑0 | 0.91 (0.0)↑0 | 15/15 |
| IPOP-CMA-ES ros | 2.0 (0.6) | 2.0 (0.4) | 2.0 (0.1) | 1.9 (0.1) | 1.9 (0.1) | 1.2 (0.1) | 1.2 (0.1) | 15/15 |
| MOS torre | 4.5 (1) | 4.4 (0.7) | 4.3 (0.5) | 4.1 (0.3) | 4.2 (0.4) | 2.7 (0.2) | 2.8 (0.2) | 15/15 |
| NBC-CMA preuss | 3.1 (0.7) | 3.2 (0.5) | 3.2 (0.6) | 3.1 (0.5) | 3.2 (0.3) | 2.1 (0.2) | 2.1 (0.2) | 15/15 |
| PM-AdapSS-DE fialho | 3.4 (0.2) | 3.4 (0.2) | 3.6 (0.2) | 3.8 (0.1) | 4.1 (0.2) | 3.2 (0.1) | 3.6 (0.1) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 2.4e4 (3e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 1202 (1240) | 6015 (6412) | 8673 (1e4) | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 38 (11) | 12 (4) | 5.3 (2) | 5.1 (1) | 4.8 (1) | 4.1 (1) | 3.6 (0.8) | 15/15 |
| 1komma2mir brockhoff | 25 (2) | 7.4 (0.5) | 3.3 (0.3) | 3.0 (0.3) | 2.8 (0.2) | 2.4 (0.2) | 2.1 (0.2) | 15/15 |
| 1komma2mirser brockhoff | 23 (3) | 6.5 (1.0) | 2.8 (0.3) | 2.6 (0.3) | 2.4 (0.3) | 2.1 (0.2) | 1.8 (0.2) | 15/15 |
| 1komma2ser brockhoff | 44 (20) | 13 (5) | 5.7 (2) | 5.5 (1) | 5.2 (1) | 4.6 (1) | 4.0 (1) | 15/15 |
| 1komma4 brockhoff | 19 (2) | 5.5 (0.5) | 2.4 (0.2) | 2.3 (0.2) | 2.2 (0.2) | 1.9 (0.2) | 1.7 (0.1) | 15/15 |
| 1komma4mir brockhoff | 20 (4) | 5.8 (1) | 2.5 (0.6) | 2.3 (0.6) | 2.1 (0.5) | 1.8 (0.5) | 1.6 (0.4) | 15/15 |
| 1komma4mirser brockhoff | 13 (2) | 3.8 (0.5) | 1.7 (0.1) | 1.6 (0.1) | 1.4 (0.1) | 1.2 (0.1) | 1.1 (0.1) | 15/15 |
| 1komma4ser brockhoff | 15 (2) | 4.5 (0.6) | 2.0 (0.2) | 1.8 (0.2) | 1.7 (0.3) | 1.5 (0.2) | 1.3 (0.2) | 15/15 |
| 1plus1 brockhoff | 10 (2) | 4.2 (1.0) | 2.2 (0.3) | 2.1 (0.2) | 2.0 (0.2) | 1.7 (0.1) | 1.5 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 9.2 (4) | 3.7 (1) | 1.8 (0.4) | 1.8 (0.3) | 1.7 (0.2) | 1.5 (0.1) | 1.3 (0.1) | 15/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 37 (15) | 18 (4) | 10 (2) | 12 (2) | 14 (2) | 15 (2) | 15 (2) | 15/15 |
| CMAEGS finck | 90 (33) | 96 (29) | 40 (18) | 36 (16) | 32 (18) | 27 (19) | 23 (16) | 14/15 |
| DE-F-AUC fialho | 9.2 (1) | 3.6 (0.2) | 1.9 (0.2) | 2.1 (0.2) | 2.2 (0.1) | 2.4 (0.1) | 2.5 (0.1) | 15/15 |
| DEuniform fialho | 11 (1) | 4.6 (0.5) | 2.5 (0.2) | 2.8 (0.1) | 3.0 (0.2) | 3.3 (0.1) | 3.5 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 7.0 (0.4)★ | 2.0 (0.1)★4 | 0.89 (0.1)★4↑0 | 0.84 (0.0)★4↑0 | 0.80 (0.0)★4↑0 | 0.73 (0.0)★4↑0 | 0.68 (0.0)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 13 (2) | 3.9 (0.4) | 1.7 (0.2) | 1.6 (0.1) | 1.5 (0.1) | 1.3 (0.1) | 1.2 (0.0) | 15/15 |
| MOS torre | 27 (5) | 8.1 (1) | 3.6 (0.4) | 3.4 (0.5) | 3.1 (0.4) | 2.8 (0.3) | 2.5 (0.2) | 15/15 |
| NBC-CMA preuss | 158 (206) | 43 (53) | 17 (21) | 15 (19) | 14 (16) | 11 (13) | 10 (11) | 15/15 |
| PM-AdapSS-DE fialho | 10 (0.9) | 4.0 (0.3) | 2.1 (0.1) | 2.3 (0.1) | 2.5 (0.1) | 2.7 (0.1) | 2.8 (0.1) | 15/15 |
| RCGA tran | 3815 (5832) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 210 (466) | 204 (113) | 153 (46) | 182 (76) | 206 (70) | 246 (58) | 260 (48) | 15/15 |
| pPOEMS kubalic | 207 (132) | 169 (50) | 117 (21) | 150 (20) | 166 (33) | 196 (52) | 213 (42) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 21 (20) | 24 (18) | 22 (15) | 23 (12) | 23 (12) | 12 (5) | 9.1 (4) | 15/15 |
| 1komma2mir brockhoff | 8.9 (11) | 10 (9) | 9.4 (8) | 10 (6) | 10 (6) | 5.0 (3) | 4.0 (2) | 15/15 |
| 1komma2mirser brockhoff | 7.3 (9) | 7.8 (8) | 7.5 (8) | 7.8 (6) | 7.9 (6) | 4.2 (2) | 3.3 (2) | 15/15 |
| 1komma2ser brockhoff | 20 (23) | 23 (21) | 24 (14) | 25 (14) | 25 (12) | 13 (6) | 10 (4) | 14/15 |
| 1komma4 brockhoff | 5.0 (5) | 6.9 (6) | 7.1 (5) | 7.5 (4) | 7.5 (4) | 3.9 (2) | 3.1 (1) | 15/15 |
| 1komma4mir brockhoff | 3.5 (5) | 5.0 (5) | 5.5 (4) | 5.8 (3) | 5.8 (3) | 3.1 (1) | 2.5 (0.9) | 15/15 |
| 1komma4mirser brockhoff | 3.5 (4) | 4.8 (4) | 5.1 (3) | 5.4 (3) | 5.4 (2) | 2.9 (1.0) | 2.3 (0.7) | 15/15 |
| 1komma4ser brockhoff | 7.3 (6) | 6.9 (6) | 6.7 (5) | 6.9 (4) | 6.8 (4) | 3.5 (2) | 2.8 (1) | 15/15 |
| 1plus1 brockhoff | 5.6 (9) | 6.0 (8) | 6.4 (7) | 6.7 (6) | 6.9 (6) | 3.6 (3) | 3.1 (2) | 15/15 |
| 1plus2mirser brockhoff | 4.5 (7) | 6.2 (7) | 6.5 (5) | 6.7 (5) | 6.6 (5) | 3.4 (2) | 2.8 (2) | 15/15 |
| ABC elabd | 45 (37) | 101 (90) | 631 (709) | 5044 (3777) | 9119 (1e4) | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 4.7 (7) | 8.0 (7) | 10 (7) | 12 (8) | 12 (7) | 6.9 (4) | 10 (15) | 12/15 |
| CMAEGS finck | 21 (39) | 26 (44) | 27 (39) | 29 (35) | 28 (31) | 16 (13) | 16 (10) | 15/15 |
| DE-F-AUC fialho | 16 (2) | 12 (2) | 13 (3) | 14 (5) | 15 (5) | 8.9 (3) | 7.6 (2) | 15/15 |
| DEuniform fialho | 24 (2) | 16 (1) | 17 (5) | 19 (6) | 21 (5) | 13 (4) | 11 (4) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.3 (2) | 3.4 (3) | 3.7 (3) | 4.0 (3) | 4.1 (2) | 2.3 (1.0) | 1.9 (0.7) | 15/15 |
| IPOP-CMA-ES ros | 2.0 (0.2) | 2.6 (2) | 3.7 (3) | 4.4 (2) | 4.6 (2) | 2.7 (1) | 2.2 (0.8) | 15/15 |
| MOS torre | 9.1 (5) | 9.4 (7) | 11 (7) | 11 (5) | 12 (4) | 6.3 (2) | 5.0 (1) | 15/15 |
| NBC-CMA preuss | 3.4 (0.2) | 5.6 (5) | 7.1 (6) | 8.6 (4) | 9.0 (4) | 5.1 (2) | 4.2 (2) | 15/15 |
| PM-AdapSS-DE fialho | 19 (0.8) | 14 (1) | 15 (7) | 17 (7) | 19 (7) | 13 (5) | 11 (4) | 15/15 |
| RCGA tran | 120 (14) | 261 (564) | 1179 (1311) | 2405 (1797) | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 4253 (6836) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 3020 (2915) | 6771 (1e4) | 3.4e4 (4e4) | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 992 (270) | 3370 (5911) | 1.0e4 (1e4) | 3.1e4 (3e4) | 2.7e4 (3e4) | ∞ | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 17 (20) | 29 (32) | 51 (43) | 91 (107) | 42 (35) | 233 (290) | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 10 (13) | 26 (31) | 37 (40) | 53 (48) | 24 (28) | 108 (120) | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 4.1 (4) | 15 (20) | 20 (16) | 46 (57) | 26 (45) | 110 (157) | 182 (235) | 0/15 |
| 1komma2ser brockhoff | 19 (17) | 45 (49) | 99 (109) | 188 (185) | 99 (85) | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 6.5 (4) | 15 (9) | 18 (12) | 17 (10) | 9.3 (7) | 20 (46) | 27 (20) | 6/15 |
| 1komma4mir brockhoff | 5.0 (4) | 13 (8) | 14 (11) | 13 (10) | 5.5 (6) | 15 (16) | 39 (67) | 3/15 |
| 1komma4mirser brockhoff | 3.9 (5) | 6.4 (6) | 12 (10) | 12 (11) | 4.3 (4) | 6.1 (6) | 19 (15) | 6/15 |
| 1komma4ser brockhoff | 6.4 (6) | 14 (13) | 13 (11) | 16 (12) | 6.3 (5) | 11 (12) | 26 (30) | 4/15 |
| 1plus1 brockhoff | 3.1 (3) | 6.5 (4) | 6.1 (5) | 10 (6) | 2.5 (2) | 4.0 (2) | 5.9 (7) | 11/15 |
| 1plus2mirser brockhoff | 4.3 (3) | 6.0 (5) | 7.0 (7) | 8.8 (11) | 2.8 (2) | 2.7 (3) | 6.6 (5) | 11/15 |
| ABC elabd | 19 (7) | 202 (134) | 2452 (1684) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 3.0 (6) | 13 (18) | 30 (41) | 76 (89) | 32 (33) | 278 (361) | ∞1e5 | 0/15 |
| CMAEGS finck | 6.2 (6) | 21 (20) | 316 (563) | 887 (991) | 196 (165) | 448 (685) | 1804 (2571) | 1/15 |
| DE-F-AUC fialho | 12 (1) | 12 (0.5) | 12 (0.5) | 11 (0.5) | 3.0 (0.1) | 3.0 (0.1) | 2.9 (0.1) | 15/15 |
| DEuniform fialho | 17 (1) | 17 (0.9) | 17 (0.6) | 16 (0.6) | 4.4 (0.1) | 4.3 (0.2) | 4.3 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.4 (1) | 3.5 (2) | 3.2 (2) | 3.3 (1) | 1.00 (0.5) | 1.0 (0.4) | 1.1 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 3.8 (2) | 5.0 (3) | 5.1 (2) | 4.4 (2) | 1.2 (0.4) | 1.5 (0.6) | 1.6 (0.6) | 15/15 |
| MOS torre | 7.3 (0.3) | 12 (13) | 15 (10) | 12 (9) | 3.2 (2) | 3.1 (1) | 3.0 (1.0) | 15/15 |
| NBC-CMA preuss | 4.4 (0.4) | 10 (7) | 11 (6) | 9.0 (5) | 2.8 (1) | 3.2 (1) | 3.5 (1) | 15/15 |
| PM-AdapSS-DE fialho | 14 (1) | 14 (0.5) | 13 (0.5) | 13 (0.4) | 3.5 (0.2) | 3.4 (0.1) | 3.4 (0.1) | 15/15 |
| RCGA tran | 158 (207) | 1231 (1253) | 2677 (2387) | 7128 (9615) | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 1.2e4 (7764) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 85 (11) | 3449 (6297) | 1.5e4 (2e4) | 1.9e4 (2e4) | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 291 (111) | 813 (259) | 3188 (3901) | 1.3e4 (1e4) | 9358 (1e4) | 7024 (6041) | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 9.0 (6) | 6.7 (4) | 6.9 (3) | 7.6 (2) | 7.9 (1) | 12 (3) | 4.3 (0.8) | 15/15 |
| 1komma2mir brockhoff | 4.2 (3) | 3.7 (1) | 3.9 (0.8) | 4.2 (1.0) | 4.4 (0.7) | 7.7 (1) | 2.5 (0.2) | 15/15 |
| 1komma2mirser brockhoff | 3.4 (2) | 2.8 (1) | 3.0 (0.6) | 3.3 (0.6) | 3.6 (0.7) | 6.7 (1) | 2.1 (0.3) | 15/15 |
| 1komma2ser brockhoff | 10 (7) | 6.7 (2) | 7.1 (2) | 7.7 (2) | 7.6 (1) | 13 (4) | 4.0 (0.8) | 15/15 |
| 1komma4 brockhoff | 2.8 (1) | 2.8 (1.0) | 3.2 (0.7) | 3.7 (0.8) | 3.6 (0.7) | 6.1 (1) | 1.8 (0.3) | 15/15 |
| 1komma4mir brockhoff | 2.3 (2) | 2.4 (1) | 2.7 (0.7) | 3.0 (0.7) | 3.1 (0.6) | 5.5 (0.7) | 1.6 (0.2) | 15/15 |
| 1komma4mirser brockhoff | 2.1 (1) | 1.9 (0.7) | 2.2 (0.7) | 2.5 (0.6) | 2.6 (0.5) | 4.4 (0.7) | 1.3 (0.1) | 15/15 |
| 1komma4ser brockhoff | 2.8 (2) | 2.6 (1.0) | 2.9 (0.8) | 3.1 (0.7) | 3.1 (0.7) | 4.8 (1) | 1.4 (0.2) | 15/15 |
| 1plus1 brockhoff | 2.0 (1) | 1.9 (0.7) | 2.3 (0.6) | 2.4 (0.6) | 2.4 (0.6) | 4.9 (1) | 1.1 (0.2) | 15/15 |
| 1plus2mirser brockhoff | 1.8 (0.7) | 1.6 (0.4) | 2.0 (0.4) | 2.1 (0.5) | 2.1 (0.4) | 3.7 (0.9) | 1.0 (0.2) | 15/15 |
| ABC elabd | 6.4 (5) | 17 (10) | 22 (9) | 35 (6) | 702 (897) | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 1.7 (0.5) | 1.3 (0.5) | 1.3 (0.2)★3 | 1.2 (0.3)★3 | 1.1 (0.3)★4 | 7.1 (0.7) | 64 (4) | 0/15 |
| CMAEGS finck | 9.2 (5) | 5.7 (2) | 6.0 (2) | 6.2 (2) | 8.4 (2) | 26 (6) | 64 (116) | 11/15 |
| DE-F-AUC fialho | 10 (8) | 18 (2) | 26 (4) | 24 (3) | 16 (2) | 13 (0.8) | 2.8 (0.1) | 15/15 |
| DEuniform fialho | 9.4 (9) | 25 (3) | 34 (2) | 33 (2) | 22 (1) | 19 (0.6) | 4.1 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.1 (1) | 2.8 (0.6) | 3.7 (0.4) | 3.8 (0.5) | 3.1 (0.5) | 3.5 (0.2) | 0.84 (0.1)★3↑0 | 15/15 |
| IPOP-CMA-ES ros | 2.2 (1) | 2.9 (0.6) | 3.8 (0.5) | 4.2 (0.7) | 3.8 (0.4) | 5.0 (0.4) | 1.3 (0.2) | 15/15 |
| MOS torre | 7.5 (4) | 13 (1) | 14 (3) | 14 (1) | 13 (2) | 14 (2) | 3.2 (0.3) | 15/15 |
| NBC-CMA preuss | 5.2 (3) | 5.7 (0.6) | 6.5 (0.9) | 6.3 (0.9) | 5.1 (0.5) | 7.1 (0.5) | 1.9 (0.1) | 15/15 |
| PM-AdapSS-DE fialho | 12 (5) | 22 (2) | 29 (2) | 27 (1) | 19 (0.6) | 15 (0.4) | 3.2 (0.1) | 15/15 |
| RCGA tran | 5.5 (5) | 30 (14) | 44 (12) | 91 (33) | 1052 (1574) | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 96 (130) | 75 (99) | 61 (88) | 49 (74) | 53 (64) | 1046 (1310) | ∞1e6 | 0/15 |
| oPOEMS kubalic | 73 (17) | 53 (16) | 104 (11) | 142 (15) | 116 (9) | 1490 (691) | ∞3e6 | 0/15 |
| pPOEMS kubalic | 73 (13) | 61 (14) | 192 (127) | 496 (241) | 569 (189) | 987 (92) | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 72 (67) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 62 (64) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 146 (198) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 55 (52) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 24 (20) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 137 (115) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 148 (126) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 143 (120) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 231 (212) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞7e4 | 0/15 |
| CMAEGS finck | 17 (5) | 370 (440) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 65 (17) | 110 (115) | 194 (187) | 191 (321) | 188 (244) | 183 (170) | 179 (244) | 1/15 |
| DEuniform fialho | 68 (29) | 50 (39) | 93 (94) | 92 (70) | 91 (115) | 88 (112) | 86 (100) | 2/15 |
| IPOP-ACTCMA-ES ros | 0.91 (0.5) | 1.0 (0.7) | 0.83 (0.7) | 0.84 (0.7) | 0.84 (0.7) | 0.85 (0.7) | 0.86 (0.7) | 15/15 |
| IPOP-CMA-ES ros | 1.3 (0.3) | 1.0 (0.7) | 0.82 (0.4) | 0.82 (0.4) | 0.83 (0.4) | 0.84 (0.4) | 0.85 (0.4) | 15/15 |
| MOS torre | 1.3 (0.5) | 1.7 (1) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 15/15 |
| NBC-CMA preuss | 2.5 (3) | 108 (140) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 72 (105) | 18 (21) | 17 (15) | 26 (24) | 59 (63) | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 17 (30) | 86 (161) | 98 (90) | 97 (89) | 96 (168) | 93 (87) | 91 (77) | 1/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 321 (472) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 140 (315) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 553 (553) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 26 (26) | 96 (103) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 32 (35) | 96 (128) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 780 (602) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 22 (30) | 45 (42) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 11 (14) | 14 (16) | 91 (84) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 12 (12) | 24 (15) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 27 (26) | 97 (176) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 5.2 (6) | 46 (57) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 4.2 (7) | 97 (88) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 3.3 (3) | 149 (139) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 3.3 (4) | 41 (47) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| CMAEGS finck | 14 (2) | 20 (19) | 89 (146) | 308 (301) | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 71 (74) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 104 (94) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 1.6 (0.6) | 0.95 (1) | 1.2 (0.9) | 0.84 (0.5) | 1.1 (2) | 0.92 (1) | 0.87 (1) | 15/15 |
| IPOP-CMA-ES ros | 3.5 (2) | 1.2 (1) | 1.2 (0.8) | 0.87 (0.5) | 0.90 (0.9) | 0.75 (0.7) | 0.71 (0.7) | 15/15 |
| MOS torre | 2.6 (0.5) | 0.55 (0.2)↑1 | 0.99 (0.6) | 1.2 (1) | 1.4 (2) | 1.2 (1) | 1.2 (1) | 15/15 |
| NBC-CMA preuss | 9.4 (10) | 0.71 (0.6) | 1.3 (2) | 1.8 (2) | 2.9 (3) | 11 (13) | 19 (30) | 2/15 |
| PM-AdapSS-DE fialho | 70 (51) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 7.9 (4) | 13 (17) | 38 (36) | 50 (59) | 142 (169) | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 1240 (1384) | 2107 (1921) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 11 (5) | 3.8 (1.0) | 130 (191) | 428 (690) | 382 (455) | 298 (467) | 274 (409) | 2/15 |
| pPOEMS kubalic | 16 (9) | 18 (10) | 89 (146) | 189 (280) | 243 (293) | 192 (228) | 178 (335) | 3/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 121 (248) | 3360 (3963) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 5.6 (4) | 55 (62) | 196 (228) | 229 (277) | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 31 (2) | 52 (41) | 326 (306) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 208 (276) | 3341 (4312) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 9.5 (3) | 82 (91) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 3.1 (2) | 22 (41) | 324 (373) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 2.6 (2) | 51 (94) | 214 (181) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 3.5 (4) | 121 (170) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 17 (3) | 442 (661) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 6.3 (10) | 717 (524) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 11 (12) | 953 (661) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 2.3 (1) | 987 (1299) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| CMAEGS finck | 6.3 (3) | 1.4 (0.3) | 0.77 (0.1)↑1 | 0.74 (0.8) | 2.0 (1) | 70 (54) | 530 (708) | 1/15 |
| DE-F-AUC fialho | 7.5 (9) | 8.0 (0.7) | 3.2 (0.3) | 1.8 (0.1) | 1.6 (0.1) | 1.5 (0.1) | 1.5 (0.2) | 15/15 |
| DEuniform fialho | 5.5 (8) | 11 (1) | 4.6 (0.4) | 2.7 (0.2) | 2.4 (0.2) | 2.0 (0.1) | 2.0 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.4 (2) | 1.2 (0.4) | 1.8 (2) | 1.2 (1) | 1.3 (0.6) | 1.0 (0.4) | 1.0 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 2.7 (2) | 2.6 (0.5) | 1.5 (2) | 0.83 (0.7) | 1.0 (0.5) | 0.88 (0.3) | 1.0 (0.4) | 15/15 |
| MOS torre | 3.3 (3) | 30 (90) | 10 (22) | 4.1 (8) | 3.3 (5) | 3.8 (5) | 3.3 (3) | 15/15 |
| NBC-CMA preuss | 3.0 (3) | 1.8 (0.3) | 0.72 (0.1)↑1 | 0.87 (0.9) | 1.6 (1) | 31 (26) | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 4.7 (5) | 8.5 (1) | 3.6 (0.4) | 2.0 (0.2) | 1.8 (0.2) | 1.5 (0.1) | 1.5 (0.1) | 15/15 |
| RCGA tran | 5.9 (7) | 16 (11) | 48 (34) | 36 (35) | 40 (48) | 111 (105) | ∞5e5 | 0/15 |
| SPSA finck | 3.5e4 (4e4) | 3.3e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 87 (29) | 24 (10) | 111 (0.8) | 42 (2) | 84 (152) | 178 (301) | 1591 (1472) | 1/15 |
| pPOEMS kubalic | 92 (19) | 32 (27) | 72 (19) | 54 (6) | 52 (4) | 44 (3) | 146 (113) | 8/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 138 (186) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 1.8 (1) | 171 (234) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 7.6 (13) | 224 (299) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 297 (401) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 61 (111) | 383 (382) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 13 (25) | 82 (115) | 205 (164) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 6.4 (13) | 137 (98) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 39 (77) | 811 (856) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 93 (125) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 63 (79) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 63 (86) | 7919 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 73 (82) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e5 | 0/15 |
| CMAEGS finck | 1.8 (0.5) | 4.7 (0.4) | 3.7 (5) | 4.3 (7) | 23 (33) | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 7.6 (1) | 6.5 (0.7) | 1.4 (0.1) | 0.96 (0.1) | 0.76 (0.0)↑0 | 0.90 (0.1)↑0 | 0.99 (0.0) | 15/15 |
| DEuniform fialho | 9.5 (3) | 9.0 (0.9) | 2.0 (0.1) | 1.3 (0.1) | 1.0 (0.1) | 1.2 (0.1) | 1.4 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.2 (0.3) | 1.6 (0.4) | 0.82 (0.8) | 0.97 (0.6) | 0.78 (0.5) | 0.80 (0.4) | 0.88 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 1.1 (0.3) | 1.7 (0.9) | 0.95 (0.7) | 0.95 (0.6) | 0.84 (0.5) | 0.97 (0.3) | 0.91 (0.3) | 15/15 |
| MOS torre | 5.4 (0.9) | 3.5 (0.4) | 0.85 (0.1)↑1 | 1.2 (1) | 0.87 (0.8) | 1.1 (0.6) | 1.3 (0.5) | 15/15 |
| NBC-CMA preuss | 2.0 (0.3) | 1.5 (0.3) | 0.54 (0.8) | 2.4 (3) | 9.1 (9) | 118 (197) | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 8.4 (2) | 7.4 (1) | 1.6 (0.2) | 1.1 (0.1) | 0.81 (0.1)↑0 | 0.95 (0.1) | 1.0 (0.0) | 15/15 |
| RCGA tran | 8.2 (5) | 114 (75) | 36 (45) | 48 (39) | 58 (86) | ∞ | ∞5e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 20 (3) | 285 (10) | 162 (215) | 287 (518) | 439 (545) | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 20 (12) | 116 (50) | 42 (7) | 46 (3) | 54 (55) | 123 (81) | 230 (263) | 2/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 514 (571) | 7.3e5 (8e5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 128 (54) | 1.5e5 (2e5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 164 (77) | 2.2e5 (3e5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 239 (180) | 1.5e6 (2e6) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 82 (66) | 2.0e5 (2e5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 68 (22) | 4.5e4 (7e4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 57 (26) | 4.3e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 79 (60) | 7.6e4 (7e4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 63 (24) | 6.6e4 (8e4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 54 (26) | 2.2e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 410 (332) | 4.2e6 (3e6) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 48 (14) | 7.1e5 (1e6) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| CMAEGS finck | 223 (98) | 2.8e4 (1e4) | 422 (414) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 303 (168) | 4.0e5 (4e5) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 390 (204) | 8.4e5 (8e5) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 68 (34) | 9042 (4496) | 10 (8) | 0.61 (0.2)↑0 | 0.53 (0.3)↑0 | 0.53 (0.3)↑0 | 0.54 (0.3)↑0 | 15/15 |
| IPOP-CMA-ES ros | 56 (36) | 1.3e4 (8146) | 8.9 (13) | 0.55 (0.2)↑1 | 0.53 (0.3)↑0 | 0.53 (0.3)↑0 | 0.53 (0.3)↑0 | 15/15 |
| MOS torre | 212 (153) | 5852 (4842) | 6.5 (10) | 1.2 (0.8) | 1.1 (0.9) | 1.1 (1.0) | 1.1 (1) | 9/15 |
| NBC-CMA preuss | 117 (18) | 2.1e6 (2e6) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 256 (224) | 5.5e5 (5e5) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 167 (56) | 7.1e4 (6e4) | 157 (168) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 658 (452) | 6.6e6 (8e6) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 2538 (286) | 5.2e5 (2e6) | 4011 (6363) | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 2624 (222) | 3.6e5 (7e4) | 4022 (6787) | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 12 (6) | 10 (5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 6.7 (2) | 5.6 (7) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 5.9 (3) | 2.3 (2) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 12 (4) | 9.5 (15) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 5.3 (2) | 2.6 (4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 4.4 (2) | 2.3 (3) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 3.9 (1) | 2.6 (2) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 4.4 (1) | 3.1 (4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 3.8 (2) | 3.9 (3) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 2.8 (2) | 3.3 (4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 10 (6) | 0.18 (0.1)★2↑0 | 1.3 (1) | 1.3 (2) | 1.3 (1) | 2.1 (2) | 6.0 (7) | 1/15 |
| AVGNEWUOA ros | 1.2 (0)★2 | 37 (36) | ∞ | ∞ | ∞ | ∞ | ∞8e4 | 0/15 |
| CMAEGS finck | 11 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 28 (6) | 18 (5) | 26 (17) | 25 (23) | 25 (21) | 25 (30) | 24 (34) | 1/15 |
| DEuniform fialho | 38 (9) | 15 (4) | 5.4 (8) | 5.3 (9) | 5.2 (7) | 5.1 (7) | 5.1 (5) | 4/15 |
| IPOP-ACTCMA-ES ros | 4.3 (2) | 2.3 (1) | 0.84 (0.3) | 0.86 (0.3) | 0.87 (0.4) | 0.88 (0.3) | 0.89 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 4.6 (2) | 2.8 (2) | 0.78 (0.5) | 0.79 (0.5) | 0.79 (0.5) | 0.80 (0.5) | 0.81 (0.5) | 15/15 |
| MOS torre | 21 (6) | 0.76 (0.6) | 0.14 (0.1)↑0 | 0.19 (0.1)↑0 | 0.26 (0.1)↑0 | 0.30 (0.1)↑0 | 0.42 (0.1)↑1 | 14/15 |
| NBC-CMA preuss | 12 (1) | 5.9 (6) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 31 (6) | 23 (19) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 14 (3) | 484 (446) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 19 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 104 (20) | 1.1 (0.3) | 15 (18) | 15 (32) | 15 (17) | 14 (17) | 14 (24) | 4/15 |
| pPOEMS kubalic | 103 (23) | 3.4 (2) | 15 (33) | 15 (23) | 15 (16) | 15 (21) | 15 (24) | 4/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 18 (28) | 14 (19) | 22 (23) | 21 (30) | 21 (25) | 19 (19) | 8.4 (8) | 10/15 |
| 1komma2mir brockhoff | 8.5 (11) | 11 (10) | 14 (15) | 14 (15) | 13 (18) | 12 (13) | 5.5 (7) | 11/15 |
| 1komma2mirser brockhoff | 4.3 (8) | 5.4 (5) | 7.3 (7) | 7.1 (7) | 7.0 (7) | 6.4 (6) | 2.9 (3) | 15/15 |
| 1komma2ser brockhoff | 39 (50) | 20 (24) | 18 (19) | 18 (34) | 17 (18) | 16 (17) | 7.2 (7) | 11/15 |
| 1komma4 brockhoff | 6.2 (9) | 6.4 (7) | 11 (13) | 11 (12) | 10 (12) | 10 (11) | 4.3 (5) | 13/15 |
| 1komma4mir brockhoff | 4.2 (7) | 6.7 (8) | 4.7 (4) | 4.6 (4) | 4.5 (4) | 4.1 (3) | 1.9 (2) | 15/15 |
| 1komma4mirser brockhoff | 4.8 (9) | 4.3 (6) | 3.6 (4) | 3.5 (3) | 3.4 (3) | 3.1 (3) | 1.4 (1) | 15/15 |
| 1komma4ser brockhoff | 7.0 (10) | 6.4 (6) | 6.9 (7) | 6.8 (7) | 6.6 (7) | 6.0 (6) | 2.7 (3) | 15/15 |
| 1plus1 brockhoff | 4.2 (6) | 6.3 (10) | 4.4 (5) | 4.3 (5) | 4.2 (5) | 3.8 (4) | 1.7 (2) | 15/15 |
| 1plus2mirser brockhoff | 4.1 (6) | 6.5 (9) | 6.0 (6) | 5.8 (6) | 5.7 (6) | 5.2 (5) | 2.3 (2) | 14/15 |
| ABC elabd | 8.0 (3) | 2.9 (3) | 8.5 (18) | 10 (18) | 12 (19) | 39 (35) | 82 (106) | 7/15 |
| AVGNEWUOA ros | 3.2 (4) | 8.2 (11) | 4.7 (6) | 4.7 (6) | 4.5 (6) | 4.1 (6) | 1.9 (3) | 15/15 |
| CMAEGS finck | 13 (15) | 101 (225) | 60 (115) | 59 (112) | 58 (110) | 55 (99) | 25 (52) | 12/15 |
| DE-F-AUC fialho | 23 (17) | 114 (225) | 84 (114) | 83 (112) | 81 (217) | 73 (99) | 33 (66) | 11/15 |
| DEuniform fialho | 25 (10) | 115 (224) | 115 (228) | 113 (112) | 110 (109) | 101 (148) | 45 (88) | 10/15 |
| IPOP-ACTCMA-ES ros | 2.6 (2) | 31 (16) | 58 (80) | 57 (77) | 55 (77) | 50 (68) | 23 (30) | 11/15 |
| IPOP-CMA-ES ros | 5.9 (10) | 14 (16) | 52 (82) | 51 (76) | 50 (79) | 45 (130) | 21 (30) | 12/15 |
| MOS torre | 25 (42) | 347 (766) | 512 (787) | 503 (795) | 489 (645) | 447 (465) | 201 (281) | 10/15 |
| NBC-CMA preuss | 12 (1) | 275 (418) | 188 (239) | 184 (284) | 179 (227) | 163 (192) | 73 (66) | 4/15 |
| PM-AdapSS-DE fialho | 18 (6) | 226 (336) | 262 (285) | 256 (334) | 249 (217) | 227 (296) | 102 (177) | 6/15 |
| RCGA tran | 121 (141) | 120 (118) | 86 (97) | 86 (73) | 86 (97) | 82 (94) | 38 (53) | 10/15 |
| SPSA finck | 94 (46) | 1309 (1677) | 1543 (1337) | 1515 (2731) | 1488 (1625) | 2780 (3400) | 1272 (1236) | 1/15 |
| oPOEMS kubalic | 3503 (1e4) | 2668 (3690) | 1648 (1748) | 1615 (2489) | 1570 (1918) | 1431 (1493) | 642 (662) | 5/15 |
| pPOEMS kubalic | 38 (17) | 746 (1343) | 980 (1022) | 1122 (1839) | 1317 (2271) | 1210 (2226) | 547 (993) | 5/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 19 (34) | 9.2 (8) | 30 (21) | 29 (23) | 28 (37) | 23 (31) | 19 (29) | 6/15 |
| 1komma2mir brockhoff | 18 (23) | 9.3 (9) | 18 (16) | 17 (25) | 16 (20) | 14 (10) | 11 (9) | 9/15 |
| 1komma2mirser brockhoff | 20 (20) | 11 (16) | 25 (24) | 24 (18) | 24 (29) | 19 (22) | 16 (19) | 7/15 |
| 1komma2ser brockhoff | 62 (103) | 12 (11) | 40 (34) | 39 (44) | 38 (38) | 31 (39) | 25 (26) | 5/15 |
| 1komma4 brockhoff | 15 (20) | 7.0 (7) | 10 (9) | 9.3 (11) | 9.1 (10) | 7.5 (8) | 6.1 (6) | 12/15 |
| 1komma4mir brockhoff | 12 (18) | 6.6 (6) | 12 (9) | 11 (13) | 11 (10) | 8.9 (8) | 7.2 (5) | 13/15 |
| 1komma4mirser brockhoff | 8.2 (13) | 4.1 (4) | 14 (30) | 14 (27) | 14 (14) | 11 (14) | 8.9 (10) | 9/15 |
| 1komma4ser brockhoff | 16 (18) | 8.4 (14) | 13 (15) | 13 (14) | 12 (13) | 10 (12) | 8.2 (8) | 11/15 |
| 1plus1 brockhoff | 9.2 (19) | 4.5 (4) | 4.0 (5) | 3.8 (5) | 3.8 (5) | 3.1 (4) | 2.5 (3) | 14/15 |
| 1plus2mirser brockhoff | 22 (28) | 4.5 (6) | 5.0 (7) | 4.8 (6) | 4.7 (6) | 3.9 (5) | 3.1 (4) | 14/15 |
| ABC elabd | 17 (13) | 4.3 (4) | 34 (41) | 364 (450) | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 3.6 (4) | 2.6 (3) | 2.1 (2) | 2.1 (2) | 2.0 (2) | 1.7 (2) | 1.4 (1) | 14/15 |
| CMAEGS finck | 22 (19) | 417 (794) | 1024 (1299) | 982 (1209) | 957 (920) | 784 (814) | 628 (604) | 2/15 |
| DE-F-AUC fialho | 32 (18) | 706 (1321) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 31 (11) | 405 (881) | 2206 (2637) | 2117 (2606) | 2061 (2979) | 1689 (1537) | 1354 (1594) | 1/15 |
| IPOP-ACTCMA-ES ros | 44 (32) | 203 (177) | 663 (666) | 636 (1035) | 620 (1027) | 508 (528) | 407 (611) | 2/15 |
| IPOP-CMA-ES ros | 42 (70) | 90 (220) | 666 (543) | 640 (763) | 623 (668) | 511 (549) | 409 (480) | 2/15 |
| MOS torre | 170 (406) | 538 (959) | 1268 (1852) | 1218 (1516) | 1187 (775) | 974 (1305) | 781 (1061) | 5/15 |
| NBC-CMA preuss | 791 (2357) | 221 (238) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 28 (13) | 706 (1233) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 710 (932) | 205 (213) | 343 (251) | 520 (783) | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 2950 (5151) | 831 (1057) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 4767 (2e4) | 4231 (4491) | 3072 (5194) | 2949 (4079) | 2873 (3530) | 2357 (1627) | 1892 (1956) | 2/15 |
| pPOEMS kubalic | 2255 (90) | 363 (536) | 424 (475) | 412 (795) | 404 (552) | 338 (454) | 276 (442) | 8/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 35 (33) | 1557 (2842) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | 4.4 (7) | 68 (56) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | 8.1 (18) | 70 (55) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | 42 (93) | 797 (738) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 7.0 (12) | 33 (39) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 5.3 (10) | 33 (36) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | 4.7 (8) | 15 (17) | 91 (81) | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | 5.4 (6) | 58 (80) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | 6.0 (7) | 4.5 (5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 4.8 (5) | 4.5 (5) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | 2.3 (3) | 33 (35) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | 10 (8) | 2.6 (4) | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| CMAEGS finck | 32 (16) | 397 (388) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 2.2 (2) | 85 (42) | 160 (141) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 1.4 (2) | 97 (74) | 278 (259) | 80 (75) | 72 (91) | 70 (66) | 69 (69) | 1/15 |
| IPOP-ACTCMA-ES ros | 1.6 (2) | 458 (759) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-CMA-ES ros | 2.2 (2) | 376 (551) | 308 (304) | 65 (52) | 59 (64) | 57 (50) | 56 (43) | 2/15 |
| MOS torre | 1.6 (1) | 24 (26) | 15 (20) | 4.0 (4) | 3.6 (5) | 3.6 (6) | 3.5 (5) | 11/15 |
| NBC-CMA preuss | 1.3 (1) | 692 (944) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 1.5 (2) | 81 (57) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 2.3 (3) | 162 (255) | 436 (411) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | 976 (1004) | 3799 (2235) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 8.5 (11) | 26 (21) | 50 (92) | 107 (98) | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 5.3 (8) | 161 (159) | 77 (93) | 111 (170) | 211 (228) | ∞ | ∞3e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4 brockhoff | 15 (18) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mir brockhoff | 4.8 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| 1plus2mirser brockhoff | 4.8 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e5 | 0/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞8e4 | 0/15 |
| CMAEGS finck | 3.6 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DE-F-AUC fialho | 47 (32) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| DEuniform fialho | 47 (46) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 50 (63) | 33 (45) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-CMA-ES ros | 24 (40) | 6.9 (6) | 0.48 (0.6) | 0.48 (0.3) | 0.48 (0.5) | 0.48 (0.6) | ∞2e6 | 0/15 |
| MOS torre | 5.8 (11) | 2.9 (3) | 0.26 (0.3) | 0.26 (0.2) | 0.26 (0.2) | 0.26 (0.4) | 0.26 (0.2) | 1/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 69 (71) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| RCGA tran | 37 (34) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| oPOEMS kubalic | 122 (167) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| pPOEMS kubalic | 24 (15) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 15 (2) | 25 (6) | 34 (5) | 44 (7) | 53 (7) | 72 (9) | 93 (13) | 15/15 |
| 1komma2mir brockhoff | 8.9 (2) | 15 (2) | 20 (3) | 25 (3) | 30 (3) | 41 (3) | 52 (4) | 15/15 |
| 1komma2mirser brockhoff | 8.1 (1) | 13 (2) | 18 (2) | 22 (3) | 27 (3) | 36 (4) | 47 (6) | 15/15 |
| 1komma2ser brockhoff | 17 (6) | 26 (5) | 35 (6) | 44 (6) | 53 (8) | 72 (11) | 89 (9) | 15/15 |
| 1komma4 brockhoff | 7.7 (2) | 13 (2) | 18 (2) | 23 (3) | 27 (3) | 38 (4) | 49 (5) | 15/15 |
| 1komma4mir brockhoff | 6.2 (0.8) | 11 (1) | 15 (2) | 19 (2) | 24 (2) | 32 (2) | 42 (2) | 15/15 |
| 1komma4mirser brockhoff | 4.7 (0.8) | 8.1 (1) | 11 (1) | 14 (2) | 18 (2) | 24 (3) | 31 (4) | 15/15 |
| 1komma4ser brockhoff | 6.3 (1) | 11 (1) | 15 (1) | 19 (2) | 23 (2) | 31 (2) | 40 (3) | 15/15 |
| 1plus1 brockhoff | 5.5 (1) | 10 (1) | 14 (2) | 18 (2) | 21 (2) | 29 (2) | 37 (2) | 15/15 |
| 1plus2mirser brockhoff | 4.9 (2) | 8.5 (2) | 12 (2) | 15 (2) | 19 (2) | 26 (3) | 33 (3) | 15/15 |
| ABC elabd | 36 (24) | 66 (41) | 94 (56) | 136 (67) | 177 (69) | 292 (17) | 374 (23) | 15/15 |
| AVGNEWUOA ros | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 2.3 (0.0)★4 | 15/15 |
| CMAEGS finck | 13 (1) | 19 (2) | 26 (2) | 33 (2) | 40 (2) | 54 (2) | 68 (2) | 15/15 |
| DE-F-AUC fialho | 93 (21) | 180 (19) | 265 (26) | 350 (33) | 431 (43) | 597 (41) | 763 (48) | 15/15 |
| DEuniform fialho | 146 (24) | 298 (17) | 442 (21) | 588 (28) | 734 (26) | 1027 (31) | 1319 (30) | 15/15 |
| IPOP-ACTCMA-ES ros | 7.9 (1) | 14 (1) | 20 (1) | 27 (1) | 33 (2) | 45 (2) | 58 (2) | 15/15 |
| IPOP-CMA-ES ros | 8.0 (1) | 14 (2) | 20 (2) | 26 (2) | 33 (1) | 46 (2) | 58 (2) | 15/15 |
| MOS torre | 34 (9) | 58 (2) | 68 (2) | 91 (5) | 123 (4) | 148 (12) | 200 (5) | 15/15 |
| NBC-CMA preuss | 13 (2) | 21 (2) | 30 (1) | 38 (1) | 46 (2) | 62 (3) | 79 (3) | 15/15 |
| PM-AdapSS-DE fialho | 101 (12) | 196 (6) | 291 (8) | 377 (17) | 465 (15) | 646 (13) | 827 (12) | 15/15 |
| RCGA tran | 55 (17) | 133 (27) | 868 (686) | 2715 (351) | 3825 (240) | 5435 (113) | 6380 (99) | 15/15 |
| SPSA finck | 12 (4) | 16 (6) | 20 (8) | 25 (9) | 29 (10) | 38 (14) | 46 (17) | 15/15 |
| oPOEMS kubalic | 183 (14) | 411 (66) | 853 (124) | 1372 (88) | 1783 (58) | 2828 (67) | 3744 (94) | 15/15 |
| pPOEMS kubalic | 196 (25) | 468 (52) | 1052 (364) | 1852 (524) | 2567 (1749) | 4501 (2019) | 7123 (3161) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 155 (23) | 168 (16) | 172 (14) | 175 (12) | 177 (12) | 181 (12) | 184 (12) | 15/15 |
| 1komma2mir brockhoff | 71 (12) | 80 (6) | 82 (4) | 83 (4) | 84 (4) | 85 (4) | 86 (4) | 15/15 |
| 1komma2mirser brockhoff | 61 (6) | 67 (6) | 69 (3) | 69 (3) | 70 (3) | 71 (3) | 72 (3) | 15/15 |
| 1komma2ser brockhoff | 165 (27) | 183 (29) | 188 (17) | 193 (16) | 196 (17) | 200 (16) | 205 (17) | 15/15 |
| 1komma4 brockhoff | 54 (8) | 62 (6) | 65 (6) | 67 (3) | 68 (3) | 69 (3) | 70 (3) | 15/15 |
| 1komma4mir brockhoff | 45 (5) | 51 (5) | 54 (3) | 55 (3) | 56 (3) | 57 (3) | 58 (3) | 15/15 |
| 1komma4mirser brockhoff | 34 (4) | 39 (4) | 41 (2) | 41 (2) | 42 (2) | 43 (1) | 43 (1) | 15/15 |
| 1komma4ser brockhoff | 43 (10) | 51 (6) | 53 (6) | 54 (4) | 55 (3) | 57 (3) | 58 (3) | 15/15 |
| 1plus1 brockhoff | 32 (3) | 38 (4) | 41 (4) | 42 (2) | 43 (2) | 44 (2) | 45 (2) | 15/15 |
| 1plus2mirser brockhoff | 29 (3) | 33 (4) | 35 (1) | 35 (1) | 36 (1) | 37 (1) | 37 (1) | 15/15 |
| ABC elabd | 12 (5)★2 | 16 (4)★3 | 23 (6)★ | 30 (7) | 40 (8) | 56 (6) | 70 (6) | 15/15 |
| AVGNEWUOA ros | 21 (9) | 43 (19) | 63 (26) | 88 (26) | 115 (28) | 161 (32) | 199 (30) | 15/15 |
| CMAEGS finck | 73 (8) | 79 (4) | 82 (4) | 82 (4) | 83 (3) | 85 (3) | 86 (4) | 15/15 |
| DE-F-AUC fialho | 48 (4) | 58 (4) | 68 (5) | 77 (7) | 86 (7) | 105 (6) | 123 (8) | 15/15 |
| DEuniform fialho | 77 (2) | 92 (2) | 108 (3) | 124 (3) | 140 (3) | 172 (2) | 204 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 22 (4) | 27 (2) | 29 (1) | 30 (2) | 31 (2)★3 | 33 (2)★3 | 34 (2)★3 | 15/15 |
| IPOP-CMA-ES ros | 35 (4) | 41 (4) | 43 (3) | 44 (3) | 45 (3) | 47 (2) | 48 (2) | 15/15 |
| MOS torre | 44 (25) | 50 (25) | 57 (26) | 61 (27) | 67 (28) | 74 (25) | 82 (21) | 15/15 |
| NBC-CMA preuss | 58 (8) | 73 (8) | 82 (7) | 87 (8) | 90 (6) | 95 (7) | 98 (8) | 15/15 |
| PM-AdapSS-DE fialho | 52 (2) | 63 (2) | 73 (3) | 83 (3) | 93 (4) | 112 (3) | 132 (3) | 15/15 |
| RCGA tran | 384 (40) | 930 (1345) | 4442 (5816) | 4527 (6449) | 1.7e4 (2e4) | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 247 (25) | 295 (25) | 345 (21) | 407 (23) | 450 (25) | 561 (26) | 663 (22) | 15/15 |
| pPOEMS kubalic | 305 (18) | 423 (244) | 512 (248) | 660 (298) | 744 (326) | 1214 (731) | 1405 (725) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 1.5 (0.8)★ | 2.7 (1) | 3.0 (2) | 3.2 (2) | 3.6 (2) | 4.1 (1) | 4.9 (0.8) | 15/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| CMAEGS finck | 1214 (1887) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 10 (7) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| IPOP-CMA-ES ros | 13 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| MOS torre | 4.7 (4) | 7.4 (7) | 8.9 (8) | 9.4 (8) | 10 (8) | 11 (9) | 12 (9) | 15/15 |
| NBC-CMA preuss | 839 (873) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 27 (4) | 1867 (1541) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 10 (2) | 64 (31) | 135 (124) | 136 (124) | 140 (122) | 145 (123) | 151 (124) | 15/15 |
| pPOEMS kubalic | 13 (8) | 57 (34) | 105 (58) | 107 (56) | 109 (55) | 119 (65) | 132 (59) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 2.0 (1)★3 | 4.2 (2)★4 | 5.6 (4)★2 | 6.0 (4)★2 | 6.3 (4)★2 | 7.3 (4)★2 | 0.45 (0.2)★2↑0 | 15/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| CMAEGS finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| IPOP-CMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| MOS torre | 10 (5) | 12 (5) | 14 (5) | 14 (5) | 15 (6) | 16 (6) | 0.93 (0.3) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 14 (3) | 109 (66) | 307 (278) | 308 (275) | 310 (274) | 313 (274) | 18 (15) | 15/15 |
| pPOEMS kubalic | 31 (19) | 254 (414) | 1043 (1586) | 1054 (1200) | 1056 (1978) | 1054 (984) | 59 (65) | 7/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 6.1 (3) | 7.0 (4) | 7.1 (4) | 7.1 (4) | 7.2 (4) | 7.2 (4) | 7.2 (4) | 15/15 |
| 1komma2mir brockhoff | 3.5 (1) | 4.3 (1.0) | 4.4 (1.0) | 4.4 (1.0) | 4.4 (1.0) | 4.4 (1.0) | 4.4 (1.0) | 15/15 |
| 1komma2mirser brockhoff | 3.3 (1) | 3.9 (1) | 4.1 (1) | 4.1 (1) | 4.1 (1) | 4.1 (1) | 4.1 (1) | 15/15 |
| 1komma2ser brockhoff | 6.5 (2) | 7.6 (3) | 7.8 (3) | 8.2 (3) | 8.2 (3) | 8.2 (3) | 8.2 (3) | 15/15 |
| 1komma4 brockhoff | 5.0 (2) | 6.1 (2) | 6.4 (2) | 6.4 (2) | 6.4 (2) | 6.4 (2) | 6.4 (2) | 15/15 |
| 1komma4mir brockhoff | 3.7 (1) | 4.3 (1) | 4.5 (1) | 4.5 (1) | 4.5 (1) | 4.5 (1) | 4.5 (1) | 15/15 |
| 1komma4mirser brockhoff | 2.6 (0.9) | 3.2 (1.0) | 3.3 (0.9) | 3.3 (0.9) | 3.3 (0.9) | 3.3 (0.9) | 3.3 (0.9) | 15/15 |
| 1komma4ser brockhoff | 4.1 (2) | 4.9 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 15/15 |
| 1plus1 brockhoff | 3.1 (1) | 3.6 (1) | 3.7 (1) | 3.7 (1) | 3.7 (1) | 3.7 (1) | 3.7 (1) | 15/15 |
| 1plus2mirser brockhoff | 2.5 (0.8) | 3.0 (0.8) | 3.1 (0.8) | 3.2 (0.8) | 3.2 (0.8) | 3.2 (0.8) | 3.2 (0.8) | 15/15 |
| ABC elabd | 68 (23) | 89 (36) | 92 (38) | 92 (35) | 92 (35) | 92 (35) | 92 (35) | 15/15 |
| AVGNEWUOA ros | 2.7 (0.4) | 3.2 (0.6) | 3.3 (0.7) | 3.3 (0.7) | 3.3 (0.7) | 3.3 (0.7) | 3.3 (0.7) | 15/15 |
| CMAEGS finck | 5.2 (1.0) | 5.7 (1) | 5.9 (0.8) | 5.9 (0.8) | 5.9 (0.8) | 5.9 (0.8) | 5.9 (0.8) | 15/15 |
| DE-F-AUC fialho | 41 (14) | 52 (14) | 53 (16) | 53 (14) | 53 (14) | 53 (14) | 53 (14) | 15/15 |
| DEuniform fialho | 69 (21) | 83 (31) | 84 (31) | 85 (31) | 85 (31) | 85 (31) | 85 (31) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.0 (1) | 6.1 (0.9) | 6.1 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 6.2 (1) | 15/15 |
| IPOP-CMA-ES ros | 5.7 (1) | 6.5 (1) | 6.6 (1.0) | 6.6 (1.0) | 6.6 (1.0) | 6.6 (1.0) | 6.6 (1.0) | 15/15 |
| MOS torre | 50 (2) | 52 (1) | 52 (1) | 52 (1) | 52 (1) | 52 (1) | 52 (1) | 15/15 |
| NBC-CMA preuss | 6509 (9761) | 1.3e4 (1e4) | 1.3e4 (1e4) | 1.3e4 (2e4) | 1.3e4 (2e4) | 1.3e4 (2e4) | 1.3e4 (1e4) | 6/15 |
| PM-AdapSS-DE fialho | 81 (21) | 91 (23) | 95 (23) | 95 (23) | 95 (23) | 95 (23) | 95 (23) | 15/15 |
| RCGA tran | 552 (68) | 3155 (347) | 5182 (181) | 6422 (139) | 7190 (84) | 9793 (81) | ∞1e6 | 0/15 |
| SPSA finck | 6.3 (3) | 7.8 (3) | 8.0 (3) | 8.1 (3) | 8.1 (3) | 8.1 (3) | 8.1 (3) | 15/15 |
| oPOEMS kubalic | 252 (23) | 307 (26) | 327 (20) | 340 (23) | 345 (29) | 349 (36) | 349 (36) | 15/15 |
| pPOEMS kubalic | 251 (35) | 305 (23) | 335 (37) | 345 (33) | 351 (33) | 357 (33) | 357 (33) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 8.9 (6) | 12 (6) | 26 (31) | 78 (51) | 567 (594) | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 2.2 (0.6) | 1.8 (0.5) | 1.8 (0.6) | 2.1 (1) | 2.5 (2) | 3.5 (2) | 6.7 (6) | 13/15 |
| 1komma2mirser brockhoff | 1.9 (0.5) | 1.6 (0.4) | 1.5 (0.5) | 1.5 (0.4) | 1.7 (0.7) | 2.1 (0.8) | 3.1 (2) | 12/15 |
| 1komma2ser brockhoff | 15 (14) | 41 (44) | 133 (118) | 670 (388) | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 2.1 (0.5) | 1.9 (0.5) | 2.0 (0.6) | 2.2 (0.6) | 2.5 (0.7) | 3.6 (2) | 7.4 (7) | 13/15 |
| 1komma4mir brockhoff | 2.0 (1) | 1.6 (0.6) | 1.6 (0.4) | 1.6 (0.5) | 1.5 (0.4) | 1.8 (0.4) | 2.2 (0.7) | 15/15 |
| 1komma4mirser brockhoff | 1.3 (0.2) | 1.1 (0.2) | 1.0 (0.3) | 1.1 (0.3) | 1.2 (0.3) | 1.7 (0.5) | 2.5 (1) | 15/15 |
| 1komma4ser brockhoff | 2.0 (0.4) | 2.0 (0.6) | 2.4 (1) | 3.1 (2) | 4.8 (3) | 22 (22) | 342 (422) | 0/15 |
| 1plus1 brockhoff | 13 (15) | 92 (106) | 831 (703) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 12 (17) | 107 (118) | 846 (952) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 46 (54) | 453 (452) | 2587 (2344) | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 1.00 (0.2)★ | 0.74 (0.2)★3↑0 | 0.72 (0.1)★3↑0 | 0.71 (0.1)★3↑0 | 0.70 (0.1)★4↑0 | 0.74 (0.1)★4↑0 | 0.73 (0.1)★4↑0 | 15/15 |
| CMAEGS finck | 3.7 (1) | 3.2 (0.9) | 3.7 (1) | 7.5 (5) | 45 (72) | 874 (1109) | 1036 (1250) | 3/15 |
| DE-F-AUC fialho | 19 (2) | 15 (1) | 14 (0.7) | 14 (0.7) | 14 (0.7) | 14 (0.5) | 14 (0.4) | 15/15 |
| DEuniform fialho | 29 (2) | 23 (1) | 20 (1) | 20 (0.9) | 20 (0.6) | 20 (0.5) | 20 (0.4) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.6 (0.3) | 1.3 (0.2) | 1.1 (0.2) | 1.1 (0.2) | 1.1 (0.1) | 1.1 (0.1) | 1.1 (0.1) | 15/15 |
| IPOP-CMA-ES ros | 1.7 (0.3) | 1.3 (0.1) | 1.2 (0.1) | 1.2 (0.1) | 1.2 (0.1) | 1.2 (0.1) | 1.2 (0.1) | 15/15 |
| MOS torre | 5.5 (1) | 3.9 (0.6) | 3.4 (0.4) | 3.2 (0.4) | 3.0 (0.3) | 3.0 (0.2) | 2.8 (0.1) | 15/15 |
| NBC-CMA preuss | 50 (116) | 28 (65) | 19 (45) | 16 (42) | 13 (29) | 10 (22) | 8.6 (18) | 13/15 |
| PM-AdapSS-DE fialho | 20 (2) | 16 (1) | 15 (1) | 14 (0.9) | 14 (0.8) | 14 (0.7) | 14 (0.6) | 15/15 |
| RCGA tran | 52 (11) | 60 (3) | 56 (2) | 54 (2) | 51 (2) | 2128 (3121) | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 32 (4) | 28 (2) | 26 (2) | 26 (1) | 26 (1) | 27 (1) | 27 (1.0) | 15/15 |
| pPOEMS kubalic | 36 (3) | 32 (2) | 32 (3) | 34 (2) | 34 (2) | 35 (3) | 38 (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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 71 (76) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 71 (74) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 118 (104) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 23 (27) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 37 (25) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 275 (179) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 24 (14) | 41 (41) | 37 (33) | 177 (106) | 177 (160) | 177 (227) | 172 (218) | 1/15 |
| 1plus2mirser brockhoff | 24 (10) | 54 (50) | 96 (103) | 181 (176) | 181 (185) | 181 (166) | 176 (221) | 1/15 |
| ABC elabd | 251 (328) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 101 (131) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 21 (18) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 5.2 (0.4) | 3.1 (0.4) | 1.9 (0.2) | 1.6 (0.2) | 1.6 (0.2) | 1.6 (0.2) | 1.6 (0.2) | 15/15 |
| DEuniform fialho | 8.4 (0.7) | 5.2 (0.3) | 3.3 (0.1) | 2.6 (0.2) | 2.7 (0.2) | 2.7 (0.2) | 2.7 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.6 (2) | 2.7 (1) | 1.6 (0.5) | 0.99 (0.3)★3 | 0.99 (0.3)★3 | 0.99 (0.3)★3 | 1.0 (0.3)★3 | 15/15 |
| IPOP-CMA-ES ros | 1.9 (2) | 4.8 (2) | 2.7 (2) | 1.7 (1.0) | 1.7 (1.0) | 1.7 (1.0) | 1.6 (0.9) | 15/15 |
| MOS torre | 2.7 (0.8) | 6.0 (3) | 3.9 (1) | 2.4 (0.8) | 2.4 (0.8) | 2.4 (0.8) | 2.3 (0.7) | 15/15 |
| NBC-CMA preuss | 1.3 (0.3) | 31 (23) | 225 (189) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 5.9 (0.5) | 3.4 (0.3) | 2.1 (0.1) | 1.6 (0.1) | 1.6 (0.1) | 1.6 (0.1) | 1.7 (0.2) | 15/15 |
| RCGA tran | 13 (9) | 1111 (1076) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 23 (6) | 1968 (2106) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 22 (6) | 280 (710) | 1778 (2047) | 2412 (2360) | 2412 (2082) | 2412 (2717) | 2349 (3271) | 2/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 10 (5) | 19 (16) | 20 (16) | 20 (15) | 20 (15) | 20 (14) | 20 (14) | 14/15 |
| 1komma2mir brockhoff | 5.3 (3) | 7.8 (6) | 8.2 (5) | 8.3 (5) | 8.3 (5) | 8.2 (5) | 8.1 (5) | 15/15 |
| 1komma2mirser brockhoff | 3.6 (2) | 4.5 (1) | 4.8 (1) | 5.0 (1) | 5.0 (1) | 5.0 (1) | 5.0 (1) | 15/15 |
| 1komma2ser brockhoff | 12 (3) | 17 (5) | 18 (5) | 18 (5) | 19 (5) | 19 (5) | 18 (5) | 14/15 |
| 1komma4 brockhoff | 4.9 (1) | 7.7 (5) | 8.0 (4) | 8.0 (4) | 8.1 (4) | 8.0 (4) | 8.0 (4) | 15/15 |
| 1komma4mir brockhoff | 3.6 (1) | 5.8 (4) | 6.0 (4) | 6.1 (4) | 6.1 (4) | 6.1 (3) | 6.1 (3) | 15/15 |
| 1komma4mirser brockhoff | 3.3 (0.9) | 5.8 (4) | 5.9 (4) | 5.9 (4) | 5.9 (4) | 5.8 (3) | 5.8 (3) | 15/15 |
| 1komma4ser brockhoff | 3.8 (1) | 5.9 (3) | 6.2 (3) | 6.2 (3) | 6.2 (3) | 6.2 (3) | 6.2 (3) | 15/15 |
| 1plus1 brockhoff | 3.2 (1) | 4.8 (2) | 5.1 (2) | 5.2 (2) | 5.3 (2) | 5.3 (2) | 5.3 (2) | 15/15 |
| 1plus2mirser brockhoff | 3.0 (1) | 5.4 (3) | 5.6 (3) | 5.6 (3) | 5.7 (3) | 5.7 (3) | 5.7 (3) | 15/15 |
| ABC elabd | 3.9 (2) | 5.9 (2) | 10 (3) | 37 (31) | 353 (338) | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 0.96 (0.2)★3 | 0.97 (0.5)★3 | 1.0 (0.5)★3 | 1.0 (0.5)★4 | 1.0 (0.5)★4 | 1.0 (0.4)★4 | 0.99 (0.4)★4 | 15/15 |
| CMAEGS finck | 5.3 (4) | 6.5 (4) | 6.9 (4) | 7.1 (4) | 7.2 (4) | 7.3 (4) | 7.4 (4) | 15/15 |
| DE-F-AUC fialho | 23 (5) | 21 (3) | 23 (3) | 24 (3) | 24 (3) | 25 (3) | 26 (3) | 15/15 |
| DEuniform fialho | 34 (4) | 31 (3) | 33 (3) | 34 (3) | 35 (3) | 37 (3) | 39 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.5 (0.8) | 3.5 (0.5) | 3.7 (0.6) | 3.8 (0.6) | 3.9 (0.6) | 3.9 (0.5) | 4.0 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 3.7 (0.9) | 3.9 (0.5) | 4.2 (0.5) | 4.3 (0.5) | 4.4 (0.4) | 4.4 (0.4) | 4.5 (0.4) | 15/15 |
| MOS torre | 11 (3) | 12 (7) | 13 (7) | 13 (7) | 13 (7) | 13 (7) | 13 (7) | 15/15 |
| NBC-CMA preuss | 6.3 (2) | 6.8 (0.9) | 7.7 (1.0) | 8.3 (1.0) | 8.6 (1.0) | 8.7 (1.0) | 8.8 (0.9) | 15/15 |
| PM-AdapSS-DE fialho | 35 (6) | 35 (5) | 38 (5) | 39 (5) | 39 (5) | 40 (5) | 41 (4) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 500 (233) | 902 (501) | 1629 (804) | 2.2e4 (2e4) | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 103 (20) | 97 (39) | 109 (29) | 117 (28) | 121 (27) | 147 (71) | 188 (81) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 12 (6) | 24 (14) | 25 (13) | 25 (13) | 25 (13) | 24 (12) | 24 (12) | 15/15 |
| 1komma2mir brockhoff | 5.8 (2) | 8.1 (5) | 8.5 (5) | 8.6 (4) | 8.6 (4) | 8.5 (4) | 8.4 (4) | 15/15 |
| 1komma2mirser brockhoff | 4.5 (0.9) | 6.5 (4) | 6.8 (4) | 6.9 (4) | 6.9 (4) | 6.9 (3) | 6.8 (3) | 15/15 |
| 1komma2ser brockhoff | 16 (7) | 22 (11) | 23 (11) | 23 (10) | 23 (10) | 23 (10) | 23 (9) | 15/15 |
| 1komma4 brockhoff | 5.1 (2) | 6.0 (1) | 6.5 (1) | 6.6 (1) | 6.6 (1) | 6.6 (0.9) | 6.6 (0.9) | 15/15 |
| 1komma4mir brockhoff | 4.6 (1) | 5.7 (5) | 6.1 (4) | 6.2 (4) | 6.2 (4) | 6.2 (4) | 6.1 (4) | 15/15 |
| 1komma4mirser brockhoff | 3.3 (0.6) | 5.2 (3) | 5.4 (3) | 5.4 (3) | 5.4 (3) | 5.4 (2) | 5.3 (2) | 15/15 |
| 1komma4ser brockhoff | 5.0 (1) | 7.2 (6) | 7.5 (6) | 7.5 (5) | 7.5 (5) | 7.4 (5) | 7.3 (5) | 15/15 |
| 1plus1 brockhoff | 3.6 (2) | 6.2 (4) | 6.4 (4) | 6.5 (4) | 6.5 (4) | 6.5 (3) | 6.5 (3) | 15/15 |
| 1plus2mirser brockhoff | 3.4 (2) | 6.9 (6) | 7.1 (6) | 7.1 (6) | 7.1 (6) | 7.1 (5) | 7.0 (5) | 15/15 |
| ABC elabd | 699 (599) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 1.0 (0.3)★3 | 1.2 (0.8)★3 | 1.2 (0.8)★3 | 1.3 (0.8)★4 | 1.3 (0.8)★4 | 1.2 (0.7)★4 | 1.2 (0.7)★4 | 15/15 |
| CMAEGS finck | 6.6 (3) | 10 (2) | 10 (3) | 10 (3) | 10 (3) | 11 (4) | 11 (4) | 15/15 |
| DE-F-AUC fialho | 26 (4) | 25 (2) | 27 (2) | 28 (2) | 29 (2) | 30 (2) | 31 (2) | 15/15 |
| DEuniform fialho | 41 (4) | 39 (3) | 41 (3) | 42 (3) | 43 (3) | 45 (3) | 46 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.1 (0.7) | 4.6 (0.5) | 4.9 (0.5) | 5.0 (0.5) | 5.0 (0.5) | 5.0 (0.5) | 5.0 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 4.6 (0.8) | 5.7 (0.5) | 6.0 (0.4) | 6.1 (0.4) | 6.1 (0.4) | 6.1 (0.4) | 6.1 (0.3) | 15/15 |
| MOS torre | 10 (3) | 12 (2) | 15 (2) | 15 (2) | 15 (2) | 15 (2) | 15 (2) | 15/15 |
| NBC-CMA preuss | 7.1 (2) | 9.1 (1) | 10 (1) | 11 (1) | 11 (1) | 11 (1) | 11 (1) | 15/15 |
| PM-AdapSS-DE fialho | 37 (8) | 41 (6) | 43 (7) | 45 (6) | 45 (6) | 46 (6) | 47 (6) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 1097 (145) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 214 (42) | 328 (36) | 443 (51) | 680 (87) | 972 (150) | 2537 (1775) | 2.4e4 (3e4) | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 7.9 (2) | 7.4 (2) | 6.4 (0.8) | 5.2 (0.4) | 4.9 (0.4) | 4.4 (0.3) | 4.3 (0.3) | 15/15 |
| 1komma2mir brockhoff | 3.5 (0.4) | 3.5 (0.4) | 2.9 (0.3) | 2.4 (0.1) | 2.2 (0.1) | 2.0 (0.1) | 2.0 (0.1) | 15/15 |
| 1komma2mirser brockhoff | 3.2 (0.5) | 3.0 (0.3) | 2.5 (0.1) | 2.0 (0.1) | 1.8 (0.1) | 1.6 (0.0) | 1.6 (0.0) | 15/15 |
| 1komma2ser brockhoff | 9.0 (1) | 8.2 (1.0) | 6.9 (0.6) | 5.5 (0.5) | 5.1 (0.5) | 4.6 (0.5) | 4.6 (0.5) | 15/15 |
| 1komma4 brockhoff | 2.8 (0.3) | 2.8 (0.4) | 2.4 (0.1) | 1.9 (0.1) | 1.8 (0.1) | 1.6 (0.1) | 1.6 (0.1) | 15/15 |
| 1komma4mir brockhoff | 2.3 (0.4) | 2.2 (0.4) | 1.9 (0.2) | 1.6 (0.1) | 1.5 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 15/15 |
| 1komma4mirser brockhoff | 1.8 (0.3) | 1.7 (0.1) | 1.5 (0.1) | 1.2 (0.1) | 1.1 (0.1) | 0.98 (0.0) | 0.98 (0.0) | 15/15 |
| 1komma4ser brockhoff | 2.4 (0.5) | 2.3 (0.4) | 2.0 (0.2) | 1.6 (0.1) | 1.5 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 15/15 |
| 1plus1 brockhoff | 1.7 (0.4) | 1.7 (0.2) | 1.4 (0.1) | 1.2 (0.1) | 1.1 (0.1) | 0.99 (0.1) | 0.99 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 1.3 (0.3) | 1.3 (0.2) | 1.2 (0.1) | 0.98 (0.1) | 0.91 (0.1)↑1 | 0.82 (0.1)↑0 | 0.82 (0.1)↑0 | 15/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 1.5 (0.5) | 2.6 (0.5) | 3.1 (0.9) | 3.1 (0.7) | 3.6 (0.5) | 4.2 (0.6) | 5.0 (0.7) | 15/15 |
| CMAEGS finck | 3.9 (0.5) | 3.5 (0.3) | 2.9 (0.1) | 2.3 (0.1) | 2.2 (0.1) | 1.9 (0.0) | 1.9 (0.0) | 15/15 |
| DE-F-AUC fialho | 2.5 (0.2) | 2.6 (0.2) | 2.4 (0.1) | 2.2 (0.1) | 2.2 (0.1) | 2.4 (0.1) | 2.8 (0.2) | 15/15 |
| DEuniform fialho | 3.9 (0.1) | 4.1 (0.1) | 3.9 (0.1) | 3.5 (0.1) | 3.6 (0.1) | 3.9 (0.0) | 4.6 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.2 (0.2) | 1.2 (0.1) | 1.0 (0.1)★3 | 0.85 (0.0)★4↑0 | 0.80 (0.0)★4↑0 | 0.73 (0.0)★3↑0 | 0.75 (0.0)★2↑0 | 15/15 |
| IPOP-CMA-ES ros | 1.8 (0.2) | 1.8 (0.2) | 1.5 (0.1) | 1.3 (0.1) | 1.2 (0.1) | 1.1 (0.0) | 1.1 (0.0) | 15/15 |
| MOS torre | 3.4 (0.5) | 3.4 (0.3) | 3.0 (0.1) | 2.5 (0.1) | 2.3 (0.1) | 2.1 (0.1) | 2.2 (0.0) | 15/15 |
| NBC-CMA preuss | 3.1 (0.6) | 3.3 (0.7) | 3.0 (0.6) | 2.6 (0.4) | 2.5 (0.4) | 2.3 (0.3) | 2.3 (0.3) | 15/15 |
| PM-AdapSS-DE fialho | 2.7 (0.1) | 2.8 (0.1) | 2.6 (0.1) | 2.4 (0.1) | 2.4 (0.1) | 2.6 (0.1) | 3.0 (0.1) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 24 (6) | 12 (3) | 4.8 (1.0) | 3.8 (0.7) | 3.6 (0.7) | 3.2 (0.5) | 2.9 (0.3) | 15/15 |
| 1komma2mir brockhoff | 18 (2) | 8.6 (0.6) | 3.3 (0.3) | 2.5 (0.2) | 2.3 (0.3) | 2.0 (0.2) | 1.7 (0.2) | 15/15 |
| 1komma2mirser brockhoff | 16 (3) | 7.7 (1) | 2.9 (0.4) | 2.2 (0.3) | 2.0 (0.2) | 1.7 (0.2) | 1.5 (0.2) | 15/15 |
| 1komma2ser brockhoff | 22 (5) | 12 (2) | 4.5 (0.7) | 3.7 (0.5) | 3.5 (0.5) | 3.2 (0.5) | 2.9 (0.4) | 15/15 |
| 1komma4 brockhoff | 16 (3) | 8.0 (0.9) | 3.1 (0.3) | 2.4 (0.2) | 2.2 (0.2) | 1.9 (0.1) | 1.6 (0.1) | 15/15 |
| 1komma4mir brockhoff | 16 (2) | 7.8 (1.0) | 2.9 (0.3) | 2.3 (0.3) | 2.1 (0.3) | 1.8 (0.2) | 1.5 (0.2) | 15/15 |
| 1komma4mirser brockhoff | 13 (4) | 6.1 (2) | 2.3 (0.6) | 1.8 (0.5) | 1.6 (0.4) | 1.4 (0.3) | 1.2 (0.3) | 15/15 |
| 1komma4ser brockhoff | 13 (1) | 6.3 (1.0) | 2.4 (0.4) | 1.9 (0.3) | 1.8 (0.3) | 1.5 (0.2) | 1.3 (0.2) | 15/15 |
| 1plus1 brockhoff | 7.7 (2) | 5.9 (2) | 2.7 (0.6) | 2.6 (0.5) | 2.6 (0.6) | 2.4 (0.4) | 2.1 (0.2) | 15/15 |
| 1plus2mirser brockhoff | 5.8 (1) | 4.3 (1) | 2.1 (0.4) | 1.9 (0.4) | 2.0 (0.3) | 1.9 (0.2) | 1.7 (0.2) | 15/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 15 (9) | 11 (5) | 5.7 (2) | 5.1 (2) | 5.6 (1) | 5.8 (1) | 6.1 (1) | 15/15 |
| CMAEGS finck | 119 (130) | 94 (121) | 58 (95) | 60 (117) | 54 (102) | 45 (81) | 50 (73) | 12/15 |
| DE-F-AUC fialho | 7.3 (1) | 5.1 (0.6) | 2.4 (0.3) | 2.2 (0.3) | 2.3 (0.2) | 2.4 (0.2) | 2.5 (0.2) | 15/15 |
| DEuniform fialho | 11 (0.6) | 8.1 (0.4) | 3.8 (0.1) | 3.5 (0.1) | 3.8 (0.1) | 4.0 (0.1) | 4.2 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.5 (0.2)★2 | 2.3 (0.1)★4 | 0.87 (0.1)★4↑0 | 0.68 (0.0)★4↑0 | 0.64 (0.0)★4↑0 | 0.56 (0.0)★4↑0 | 0.50 (0.0)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 11 (2) | 5.4 (0.9) | 2.1 (0.3) | 1.6 (0.2) | 1.4 (0.2) | 1.2 (0.2) | 1.1 (0.1) | 15/15 |
| MOS torre | 21 (4) | 10 (1) | 4.0 (0.5) | 3.1 (0.4) | 2.9 (0.3) | 2.5 (0.3) | 2.2 (0.2) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 8.7 (1.0) | 5.7 (0.4) | 2.6 (0.1) | 2.4 (0.1) | 2.5 (0.1) | 2.6 (0.1) | 2.7 (0.1) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 483 (195) | 400 (113) | 218 (41) | 207 (30) | 220 (46) | 240 (39) | 258 (17) | 15/15 |
| pPOEMS kubalic | 111 (35) | 107 (34) | 84 (45) | 142 (75) | 358 (608) | 7059 (7937) | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 24 (23) | 21 (16) | 19 (12) | 19 (11) | 16 (9) | 6.4 (3) | 6.7 (3) | 14/15 |
| 1komma2mir brockhoff | 15 (11) | 13 (7) | 12 (5) | 11 (5) | 9.3 (4) | 3.6 (1) | 3.6 (1) | 15/15 |
| 1komma2mirser brockhoff | 7.4 (8) | 8.0 (4) | 7.6 (3) | 7.5 (2) | 6.4 (2) | 2.6 (0.7) | 2.6 (0.7) | 15/15 |
| 1komma2ser brockhoff | 23 (21) | 23 (21) | 21 (15) | 21 (13) | 18 (9) | 7.0 (3) | 7.5 (4) | 12/15 |
| 1komma4 brockhoff | 8.8 (10) | 8.8 (8) | 8.5 (6) | 8.5 (5) | 7.2 (4) | 2.9 (2) | 2.9 (1) | 15/15 |
| 1komma4mir brockhoff | 6.1 (7) | 6.7 (6) | 6.5 (5) | 6.7 (4) | 5.7 (3) | 2.3 (1) | 2.3 (1) | 15/15 |
| 1komma4mirser brockhoff | 4.8 (5) | 5.1 (5) | 5.0 (3) | 5.1 (3) | 4.4 (2) | 1.8 (0.7) | 1.8 (0.6) | 15/15 |
| 1komma4ser brockhoff | 7.1 (7) | 6.9 (5) | 6.7 (5) | 6.7 (4) | 5.7 (3) | 2.3 (1) | 2.3 (1.0) | 15/15 |
| 1plus1 brockhoff | 6.6 (5) | 10 (8) | 10 (7) | 11 (6) | 9.1 (5) | 3.6 (2) | 3.7 (2) | 15/15 |
| 1plus2mirser brockhoff | 6.3 (6) | 8.3 (8) | 8.2 (7) | 8.3 (7) | 6.9 (6) | 2.9 (2) | 3.1 (2) | 15/15 |
| ABC elabd | 26 (5) | 67 (50) | 429 (538) | 2184 (1882) | 7243 (6280) | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 11 (18) | 15 (20) | 18 (19) | 24 (18) | 24 (14) | 12 (4) | 21 (21) | 9/15 |
| CMAEGS finck | 30 (52) | 37 (43) | 39 (34) | 39 (38) | 33 (28) | 13 (9) | 14 (6) | 15/15 |
| DE-F-AUC fialho | 27 (6) | 20 (12) | 19 (11) | 21 (9) | 20 (7) | 9.4 (2) | 10 (2) | 15/15 |
| DEuniform fialho | 44 (2) | 27 (1) | 25 (3) | 27 (4) | 26 (3) | 12 (2) | 13 (2) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.6 (1) | 3.0 (2) | 3.2 (2) | 3.4 (2) | 3.1 (1) | 1.3 (0.4) | 1.4 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 4.8 (4) | 5.3 (5) | 5.5 (5) | 5.9 (4) | 5.1 (3) | 2.1 (1.0) | 2.2 (0.9) | 15/15 |
| MOS torre | 7.1 (1.0) | 8.9 (6) | 14 (6) | 14 (4) | 12 (3) | 4.7 (0.9) | 4.7 (0.8) | 15/15 |
| NBC-CMA preuss | 6.2 (9) | 13 (10) | 14 (6) | 15 (5) | 13 (4) | 5.2 (1) | 5.2 (1) | 15/15 |
| PM-AdapSS-DE fialho | 29 (2) | 18 (1) | 20 (8) | 24 (10) | 24 (8) | 12 (4) | 13 (4) | 15/15 |
| RCGA tran | 222 (7) | 241 (259) | 519 (551) | 1359 (1584) | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 1557 (2883) | 4720 (4647) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 3374 (4508) | 3893 (4649) | 9257 (1e4) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 20 (25) | 25 (30) | 41 (51) | 87 (73) | 47 (45) | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 13 (20) | 12 (9) | 24 (21) | 36 (31) | 33 (35) | 55 (73) | 93 (167) | 0/15 |
| 1komma2mirser brockhoff | 4.6 (4) | 6.9 (8) | 23 (21) | 37 (38) | 49 (53) | 116 (207) | 94 (124) | 1/15 |
| 1komma2ser brockhoff | 13 (16) | 29 (31) | 41 (25) | 115 (102) | 36 (27) | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 8.3 (9) | 15 (21) | 25 (29) | 42 (38) | 21 (22) | 121 (108) | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 6.4 (7) | 10 (7) | 16 (15) | 28 (29) | 8.0 (8) | 36 (37) | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 4.5 (6) | 6.6 (6) | 11 (9) | 26 (34) | 21 (23) | 56 (81) | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 7.6 (8) | 4.9 (4) | 14 (17) | 23 (23) | 17 (15) | 57 (61) | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 6.5 (7) | 4.8 (3) | 10 (11) | 16 (15) | 4.1 (2) | 7.6 (6) | 13 (16) | 4/15 |
| 1plus2mirser brockhoff | 4.9 (6) | 6.0 (8) | 7.7 (7) | 13 (14) | 3.3 (3) | 5.2 (4) | 18 (13) | 2/15 |
| ABC elabd | 25 (11) | 73 (81) | 627 (967) | 3931 (6257) | 1555 (1653) | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 1.5 (2)★ | 5.3 (7) | 14 (12) | 30 (26) | 14 (21) | 172 (159) | ∞3e5 | 0/15 |
| CMAEGS finck | 6.8 (9) | 7.6 (9) | 37 (74) | 125 (290) | 108 (160) | 556 (603) | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 25 (2) | 12 (0.8) | 11 (0.8) | 11 (0.8) | 2.4 (0.2) | 2.5 (0.2) | 2.5 (0.2) | 15/15 |
| DEuniform fialho | 43 (2) | 20 (0.3) | 19 (0.4) | 19 (0.2) | 4.1 (0.0) | 4.2 (0.0) | 4.2 (0.0) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.6 (3) | 3.4 (3) | 3.7 (2) | 3.4 (1) | 0.80 (0.4) | 1.3 (0.7) | 1.3 (0.7)★ | 15/15 |
| IPOP-CMA-ES ros | 6.5 (5) | 4.8 (5) | 6.2 (5) | 5.1 (4) | 1.4 (0.8) | 1.7 (0.8) | 2.3 (1) | 15/15 |
| MOS torre | 10 (0.5) | 9.1 (6) | 12 (8) | 12 (5) | 2.8 (2) | 3.2 (0.8) | 3.0 (0.9) | 15/15 |
| NBC-CMA preuss | 4.7 (0.5) | 15 (30) | 29 (28) | 24 (19) | 5.7 (3) | 9.3 (8) | 45 (69) | 2/15 |
| PM-AdapSS-DE fialho | 28 (2) | 13 (0.7) | 12 (0.4) | 12 (0.3) | 2.6 (0.1) | 2.6 (0.1) | 2.6 (0.1) | 15/15 |
| RCGA tran | 232 (23) | 296 (254) | 825 (1182) | 1228 (1355) | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 6274 (9206) | 4.2e4 (5e4) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 938 (374) | 2244 (3110) | 6206 (7748) | 2.4e4 (2e4) | 4562 (4720) | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 16 (6) | 8.2 (3) | 8.2 (2) | 8.2 (1) | 7.8 (1) | 14 (2) | 4.8 (3) | 5/15 |
| 1komma2mir brockhoff | 7.7 (3) | 3.8 (1) | 4.1 (0.8) | 4.2 (0.6) | 4.2 (0.4) | 8.1 (1) | 2.0 (0.2) | 15/15 |
| 1komma2mirser brockhoff | 6.0 (2) | 3.1 (0.6) | 3.3 (0.5) | 3.5 (0.6) | 3.6 (0.4) | 6.6 (0.8) | 1.6 (0.2) | 14/15 |
| 1komma2ser brockhoff | 14 (5) | 6.9 (2) | 7.4 (2) | 7.4 (1) | 6.9 (0.7) | 13 (3) | 5.7 (3) | 6/15 |
| 1komma4 brockhoff | 5.7 (3) | 3.1 (1.0) | 3.6 (0.7) | 4.0 (0.5) | 3.9 (0.7) | 7.3 (0.9) | 1.6 (0.2) | 15/15 |
| 1komma4mir brockhoff | 5.0 (2) | 2.8 (0.8) | 3.1 (0.7) | 3.3 (0.6) | 3.2 (0.4) | 6.4 (1) | 1.4 (0.2) | 15/15 |
| 1komma4mirser brockhoff | 3.8 (1) | 2.1 (0.4) | 2.3 (0.5) | 2.6 (0.4) | 2.6 (0.4) | 5.0 (0.5) | 1.1 (0.1) | 15/15 |
| 1komma4ser brockhoff | 4.7 (2) | 2.6 (0.7) | 2.9 (0.8) | 3.4 (0.5) | 3.2 (0.3) | 5.4 (0.8) | 1.3 (0.2) | 15/15 |
| 1plus1 brockhoff | 2.9 (0.7) | 1.9 (0.2) | 2.3 (0.2) | 2.5 (0.1) | 2.2 (0.4) | 5.4 (0.6) | 1.2 (0.2) | 15/15 |
| 1plus2mirser brockhoff | 2.3 (0.7) | 1.6 (0.4) | 1.9 (0.3) | 2.1 (0.3) | 1.9 (0.3) | 4.5 (0.9) | 0.97 (0.1) | 15/15 |
| ABC elabd | 18 (16) | 18 (11) | 28 (8) | 53 (9) | 3379 (2546) | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 2.7 (0.7) | 1.5 (0.3) | 1.6 (0.3)★ | 1.6 (0.2)★3 | 1.3 (0.2)★3 | 9.3 (0.8) | 26 (1) | 0/15 |
| CMAEGS finck | 10 (2) | 4.7 (0.6) | 5.2 (0.7) | 5.7 (0.6) | 6.2 (1) | 22 (3) | 4.8 (0.6) | 13/15 |
| DE-F-AUC fialho | 33 (5) | 30 (3) | 38 (4) | 36 (3) | 23 (2) | 19 (3) | 2.8 (0.3) | 15/15 |
| DEuniform fialho | 53 (8) | 50 (4) | 64 (3) | 60 (4) | 38 (1) | 31 (0.7) | 4.2 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 3.6 (0.8) | 2.7 (0.3) | 3.5 (0.3) | 4.0 (0.2) | 3.2 (0.3) | 3.9 (0.2)★ | 0.67 (0.1)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 3.7 (2) | 2.8 (0.5) | 3.6 (0.5) | 4.2 (0.8) | 3.9 (0.5) | 6.0 (0.6) | 1.2 (0.1) | 15/15 |
| MOS torre | 20 (5) | 10 (0.6) | 11 (1) | 13 (0.9) | 12 (0.5) | 14 (0.5) | 2.3 (0.2) | 15/15 |
| NBC-CMA preuss | 5.5 (0.9) | 3.7 (0.5) | 4.6 (0.6) | 5.3 (0.6) | 5.1 (0.6) | 9.0 (0.7) | 1.7 (0.1) | 15/15 |
| PM-AdapSS-DE fialho | 43 (7) | 34 (2) | 43 (2) | 40 (2) | 25 (1) | 20 (1) | 2.8 (0.2) | 15/15 |
| RCGA tran | 16 (5) | 26 (3) | 57 (38) | 298 (38) | 1503 (2148) | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 98 (85) | 51 (41) | 45 (36) | 39 (34) | 56 (45) | 1207 (1737) | ∞2e6 | 0/15 |
| oPOEMS kubalic | 98 (15) | 65 (9) | 124 (12) | 165 (14) | 131 (10) | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 102 (20) | 72 (11) | 144 (66) | 423 (255) | 353 (118) | 4529 (4019) | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| CMAEGS finck | 280 (404) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 474 (525) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 979 (1202) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 0.82 (0.3) | 1.1 (0.3) | 0.71 (0.2) | 0.72 (0.2) | 0.72 (0.2) | 0.53 (0.2)↑0 | 0.54 (0.2)↑0 | 15/15 |
| IPOP-CMA-ES ros | 1.1 (0.7) | 1.1 (0.4) | 0.69 (0.4) | 0.70 (0.4) | 0.70 (0.4) | 0.52 (0.3)↑0 | 0.53 (0.3)↑0 | 15/15 |
| MOS torre | 1.5 (0.6) | 1.6 (0.5) | 0.98 (0.5) | 0.98 (0.5) | 0.99 (0.5) | 0.73 (0.4) | 0.73 (0.4) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 6.3 (0.6) | 97 (138) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 153 (190) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 191 (246) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 141 (199) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 34 (36) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 49 (47) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 124 (146) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 31 (57) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 15 (13) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 13 (14) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 3.6 (4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| CMAEGS finck | 4.6 (0.4) | 41 (62) | 179 (251) | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 2.1e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 2.8 (5) | 1.1 (0.5) | 0.88 (0.7) | 0.76 (0.5) | 0.80 (0.5) | 0.82 (0.5) | 0.76 (0.5) | 15/15 |
| IPOP-CMA-ES ros | 1.7 (0.8) | 0.81 (0.6) | 0.92 (0.6) | 0.85 (0.4) | 0.84 (0.4) | 1.1 (0.7) | 1.0 (0.6) | 15/15 |
| MOS torre | 1.8 (0.3) | 0.27 (0.0)★2↑1 | 0.50 (0.8) | 2.9 (2) | 5.5 (13) | 5.6 (8) | 6.3 (7) | 11/15 |
| NBC-CMA preuss | 19 (20) | 1.8 (2) | 7.1 (8) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 2.2e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 8.1 (4) | 4.6 (2) | 18 (13) | 102 (97) | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 4462 (5178) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 14 (4) | 2.6 (1.0) | 508 (662) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 26 (28) | 24 (4) | 1098 (1480) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 403 (760) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 8.6 (3) | 2766 (4709) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 6.7 (6) | 2880 (2136) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | 462 (1076) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 73 (8) | 2771 (2524) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 5.1 (4) | 641 (620) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 6.1 (5) | 1374 (1065) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 59 (14) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 53 (123) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 42 (87) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 34 (27) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 2.4 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e5 | 0/15 |
| CMAEGS finck | 7.2 (2) | 1.2 (0.2) | 1.1 (2) | 1.2 (0.7) | 1.1 (0.5) | 3.8 (2) | 12 (7) | 14/15 |
| DE-F-AUC fialho | 23 (13) | 13 (2) | 6.6 (0.8) | 3.4 (0.5) | 1.9 (0.3) | 1.9 (0.2) | 5.5 (12) | 13/15 |
| DEuniform fialho | 38 (18) | 19 (2) | 10 (0.7) | 5.4 (0.2) | 3.0 (0.1) | 3.2 (0.2) | 2.8 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.3 (2) | 0.89 (0.2) | 0.50 (0.1)↑0 | 1.3 (0.7) | 0.82 (0.3) | 0.83 (0.5) | 0.87 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 2.1 (1) | 0.94 (0.3) | 1.2 (2) | 1.0 (0.6) | 0.76 (0.6) | 0.99 (0.3) | 1.0 (0.7) | 15/15 |
| MOS torre | 11 (6) | 8.2 (2) | 2.8 (0.4) | 1.5 (1) | 1.1 (0.6) | 1.2 (0.4) | 1.0 (0.3) | 15/15 |
| NBC-CMA preuss | 3.4 (2) | 1.2 (0.2) | 1.1 (0.7) | 1.3 (0.7) | 15 (21) | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 23 (13) | 13 (1) | 6.6 (0.6) | 3.4 (0.3) | 1.9 (0.2) | 1.8 (0.2) | 18 (19) | 7/15 |
| RCGA tran | 6.1 (6) | 13 (6) | 31 (5) | 23 (3) | 17 (16) | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 8.7e4 (1e5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 98 (23) | 27 (5) | 126 (6) | 188 (246) | 299 (294) | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 98 (17) | 31 (13) | 54 (20) | 115 (255) | 313 (395) | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 143 (256) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 131 (200) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 257 (320) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 67 (80) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 34 (77) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 302 (419) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 4697 (5556) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 4.6e4 (5e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 3215 (3289) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| CMAEGS finck | 1.4 (0.2) | 0.97 (1) | 1.1 (1) | 2.0 (1) | 2.2 (2) | 31 (25) | 201 (167) | 1/15 |
| DE-F-AUC fialho | 11 (1) | 4.6 (0.7) | 1.7 (0.2) | 1.8 (0.2) | 3.2 (0.2) | 11 (12) | 28 (31) | 5/15 |
| DEuniform fialho | 18 (2) | 7.8 (0.4) | 2.8 (0.2) | 2.9 (0.2) | 1.7 (0.1) | 1.5 (0.1) | 1.6 (0.0) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.2 (0.4) | 1.5 (2) | 0.75 (0.4)↑1 | 1.1 (0.9) | 0.91 (0.4) | 0.78 (0.4) | 0.83 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 1.1 (0.3) | 1.8 (2) | 1.1 (0.6) | 1.5 (0.9) | 0.97 (0.7) | 1.0 (0.4) | 1.1 (0.4) | 15/15 |
| MOS torre | 4.0 (0.5) | 1.6 (0.9) | 1.1 (1) | 1.8 (1) | 1.3 (0.9) | 1.3 (0.4) | 1.2 (0.4) | 15/15 |
| NBC-CMA preuss | 1.5 (0.2) | 0.76 (0.2)↑1 | 1.1 (1) | 35 (30) | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 13 (2) | 5.4 (0.4) | 1.9 (0.2) | 1.9 (0.3) | 8.4 (15) | 6.5 (8) | 7.8 (7) | 7/15 |
| RCGA tran | 7.5 (3) | 20 (11) | 23 (26) | 62 (89) | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 21 (4) | 125 (7) | 275 (461) | 2948 (4885) | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 21 (5) | 51 (23) | 106 (157) | 1394 (1049) | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 2312 (3278) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 657 (301) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 409 (253) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | 3531 (2344) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 440 (432) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 256 (141) | 1.4e6 (1e6) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 226 (123) | 2.8e6 (3e6) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 334 (191) | 2.8e6 (2e6) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 289 (278) | 2.9e6 (3e6) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 851 (211) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 2292 (1142) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 210 (209) | 8.0e6 (1e7) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| CMAEGS finck | 412 (94) | 4.4e4 (3e4) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 1315 (356) | 9.5e6 (7e6) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 2846 (920) | 9.5e6 (1e7) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 166 (60) | 2.9e4 (2e4) | 0.63 (0.4) | 0.46 (0.2)↑0 | 0.43 (0.2)↑0 | 0.44 (0.2)↑0 | 0.44 (0.2)↑0 | 15/15 |
| IPOP-CMA-ES ros | 161 (86) | 2.7e4 (2e4) | 0.71 (0.5) | 0.45 (0.2)↑0 | 0.38 (0.1)↑0 | 0.41 (0.2)↑0 | 0.41 (0.2)↑0 | 15/15 |
| MOS torre | 1233 (324) | 2.1e4 (2e4) | 2.9 (3) | 3.2 (4) | ∞ | ∞ | ∞2e6 | 0/15 |
| NBC-CMA preuss | 255 (134) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 1839 (552) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 311 (69) | 4.1e5 (5e5) | 6.9 (6) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 5211 (4404) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 6058 (609) | 6.1e6 (9e6) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 6256 (676) | 1.4e6 (3e5) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (2) | 30 (24) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 6.5 (1) | 30 (44) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 5.2 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | 11 (1) | 15 (19) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 5.1 (0.9) | 61 (57) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 4.6 (0.8) | 31 (45) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 3.5 (0.9) | 11 (15) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 4.4 (1) | 7.3 (7) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 3.3 (0.9) | 20 (25) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 2.9 (0.6) | 18 (41) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 16 (5) | 0.12 (0.1)★2↑0 | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 1.3 (0.2)★4 | 107 (116) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| CMAEGS finck | 7.9 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 40 (4) | 643 (748) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 76 (11) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 4.7 (1) | 3.2 (1) | 0.83 (0.4) | 0.58 (0.2)↑0 | 0.58 (0.2)↑0 | 0.59 (0.2)↑0 | 0.60 (0.2)↑0 | 15/15 |
| IPOP-CMA-ES ros | 4.6 (1) | 6.4 (2) | 0.65 (0.3) | 0.57 (0.2)↑0 | 0.57 (0.2)↑0 | 0.58 (0.2)↑0 | 0.58 (0.2)↑0 | 15/15 |
| MOS torre | 21 (0.7) | 0.97 (0.4) | 0.08 (0.0)↑0 | 0.05 (6e-3)↑0 | 0.06 (6e-3)↑0 | 0.06 (6e-3)↑0 | 0.07 (7e-3)↑0 | 15/15 |
| NBC-CMA preuss | 7.3 (1) | 91 (104) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 46 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 10 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 16 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 117 (30) | 2.4 (0.3) | 8.6 (12) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 133 (44) | 1.8 (1) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 13 (18) | 8.3 (8) | 10 (10) | 10 (13) | 11 (11) | 10 (8) | 9.1 (12) | 11/15 |
| 1komma2mir brockhoff | 6.0 (7) | 3.3 (2) | 3.6 (4) | 3.5 (4) | 3.4 (4) | 3.3 (4) | 2.9 (3) | 15/15 |
| 1komma2mirser brockhoff | 7.2 (9) | 4.9 (4) | 4.0 (4) | 4.0 (4) | 3.9 (4) | 3.7 (3) | 3.3 (3) | 14/15 |
| 1komma2ser brockhoff | 6.8 (11) | 9.3 (12) | 9.1 (11) | 9.0 (11) | 8.9 (11) | 8.4 (16) | 7.4 (7) | 11/15 |
| 1komma4 brockhoff | 2.1 (3) | 3.6 (4) | 4.7 (4) | 4.6 (4) | 4.5 (4) | 4.3 (4) | 3.8 (3) | 14/15 |
| 1komma4mir brockhoff | 3.9 (7) | 4.7 (7) | 4.8 (4) | 4.7 (4) | 4.7 (4) | 4.4 (4) | 3.9 (3) | 14/15 |
| 1komma4mirser brockhoff | 2.4 (3) | 1.7 (3) | 1.8 (2) | 1.8 (2) | 1.7 (2) | 1.6 (2) | 1.5 (1) | 15/15 |
| 1komma4ser brockhoff | 3.8 (8) | 2.3 (3) | 2.6 (3) | 2.6 (3) | 2.5 (3) | 2.4 (3) | 2.1 (3) | 15/15 |
| 1plus1 brockhoff | 3.5 (3) | 5.5 (6) | 5.4 (6) | 5.3 (6) | 5.2 (6) | 4.9 (6) | 4.4 (5) | 14/15 |
| 1plus2mirser brockhoff | 3.3 (5) | 4.6 (6) | 3.9 (5) | 3.8 (5) | 3.8 (5) | 3.6 (4) | 3.2 (4) | 14/15 |
| ABC elabd | 5.0 (3) | 22 (50) | 25 (30) | 26 (29) | 27 (30) | 35 (37) | 85 (62) | 8/15 |
| AVGNEWUOA ros | 3.2 (3) | 5.7 (8) | 3.5 (4) | 3.5 (4) | 3.4 (4) | 3.3 (4) | 2.9 (3) | 14/15 |
| CMAEGS finck | 1.9 (0.7) | 211 (306) | 217 (255) | 214 (285) | 210 (174) | 197 (289) | 175 (318) | 6/15 |
| DE-F-AUC fialho | 12 (2) | 613 (917) | 568 (674) | 560 (733) | 547 (615) | 515 (642) | 456 (739) | 3/15 |
| DEuniform fialho | 21 (12) | 461 (459) | 568 (780) | 560 (489) | 548 (478) | 516 (610) | 457 (768) | 3/15 |
| IPOP-ACTCMA-ES ros | 1.9 (4) | 81 (148) | 66 (90) | 65 (75) | 64 (47) | 60 (67) | 54 (75) | 9/15 |
| IPOP-CMA-ES ros | 3.7 (5) | 139 (202) | 110 (136) | 108 (119) | 106 (289) | 100 (168) | 88 (111) | 7/15 |
| MOS torre | 11 (17) | 262 (294) | 285 (357) | 281 (340) | 275 (514) | 260 (746) | 231 (319) | 8/15 |
| NBC-CMA preuss | 84 (267) | 69 (57) | 59 (69) | 58 (73) | 56 (61) | 53 (53) | 47 (68) | 4/15 |
| PM-AdapSS-DE fialho | 12 (3) | 351 (612) | 568 (638) | 560 (838) | 547 (785) | 515 (771) | 456 (569) | 3/15 |
| RCGA tran | 119 (8) | 103 (156) | 85 (112) | 85 (103) | 86 (124) | 96 (129) | 87 (110) | 7/15 |
| SPSA finck | 598 (1786) | 1240 (1306) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 1.1e4 (2e4) | 5970 (9172) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 137 (281) | 1172 (1375) | 956 (1382) | 1185 (833) | 1160 (1439) | 1093 (1552) | 974 (1379) | 4/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 10 (13) | 27 (30) | 124 (140) | 120 (122) | 116 (92) | 108 (119) | 22 (18) | 1/15 |
| 1komma2mir brockhoff | 8.8 (11) | 13 (28) | 21 (20) | 20 (19) | 20 (20) | 18 (15) | 3.7 (5) | 5/15 |
| 1komma2mirser brockhoff | 8.2 (10) | 13 (20) | 17 (18) | 16 (15) | 16 (14) | 15 (15) | 3.0 (3) | 6/15 |
| 1komma2ser brockhoff | 35 (60) | 22 (26) | 37 (35) | 36 (30) | 35 (45) | 33 (28) | 6.6 (7) | 3/15 |
| 1komma4 brockhoff | 18 (21) | 6.6 (8) | 11 (14) | 11 (10) | 11 (12) | 10 (9) | 2.0 (2) | 8/15 |
| 1komma4mir brockhoff | 5.6 (5) | 7.7 (11) | 16 (13) | 16 (18) | 15 (20) | 14 (15) | 2.9 (3) | 6/15 |
| 1komma4mirser brockhoff | 9.0 (13) | 5.0 (8) | 28 (39) | 27 (39) | 26 (28) | 24 (30) | 4.9 (4) | 4/15 |
| 1komma4ser brockhoff | 4.7 (7) | 13 (19) | 27 (25) | 26 (27) | 25 (32) | 24 (30) | 4.7 (4) | 4/15 |
| 1plus1 brockhoff | 17 (27) | 9.4 (7) | 15 (17) | 14 (11) | 14 (20) | 13 (11) | 2.6 (3) | 7/15 |
| 1plus2mirser brockhoff | 10 (13) | 4.4 (5) | 10 (10) | 10 (13) | 9.2 (10) | 8.6 (11) | 1.7 (2) | 8/15 |
| ABC elabd | 10 (6) | 47 (67) | 77 (72) | 578 (632) | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 2.0 (2) | 5.6 (7) | 14 (17) | 13 (19) | 13 (16) | 12 (17) | 2.4 (3) | 6/15 |
| CMAEGS finck | 675 (2150) | 546 (898) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 674 (2142) | 1436 (1165) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 1579 (2143) | 989 (1255) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 462 (1350) | 264 (342) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| IPOP-CMA-ES ros | 445 (1393) | 287 (401) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| MOS torre | 535 (297) | 797 (1041) | 677 (806) | 659 (950) | 638 (742) | 594 (522) | 118 (164) | 3/15 |
| NBC-CMA preuss | 323 (643) | 350 (403) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 1571 (3215) | 2332 (2419) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 1185 (1559) | 1200 (1221) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 1072 (2186) | 1439 (1794) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 6451 (6430) | 6994 (6452) | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 2021 (6401) | 1439 (1901) | 1680 (1843) | 1634 (2293) | 1584 (1795) | 1474 (1448) | 294 (444) | 2/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | 364 (673) | 1833 (2014) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | 34 (56) | 138 (86) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | 53 (52) | 387 (677) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | 205 (283) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | 48 (81) | 107 (127) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | 20 (21) | 45 (41) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | 18 (32) | 122 (104) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | 24 (34) | 138 (146) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | 19 (34) | 8.1 (9) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | 8.4 (10) | 6.0 (7) | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | 1.2 (0.5) | 78 (66) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | 16 (18) | 4.7 (5) | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 59 (40) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | 1.6 (2) | 2385 (1970) | 440 (371) | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | 3.2 (3) | 6010 (6451) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 4.4 (6) | 2.3e4 (3e4) | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| IPOP-CMA-ES ros | 4.6 (6) | 2.3e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| MOS torre | 2.3 (2) | 56 (53) | 8.9 (15) | 14 (14) | ∞ | ∞ | ∞2e6 | 0/15 |
| NBC-CMA preuss | 2.0 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 1.6 (1) | 8492 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 2.9 (3) | 572 (9) | 106 (124) | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | 2475 (2078) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | 31 (33) | 48 (3) | 47 (89) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 5.2 (6) | 320 (160) | 36 (46) | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1komma2 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma2ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mir brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1komma4ser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| ABC elabd | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| AVGNEWUOA ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| CMAEGS finck | 4.3 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 25 (27) | 4.5 (5) | ∞ | ∞ | ∞ | ∞ | ∞5e6 | 0/15 |
| IPOP-CMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e6 | 0/15 |
| MOS torre | 1.7 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| RCGA tran | 1.7 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| oPOEMS kubalic | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| pPOEMS kubalic | 64 (74) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 7.1 (0.8) | 11 (1) | 15 (1) | 19 (1) | 23 (0.9) | 31 (1) | 39 (1) | 15/15 |
| 1plus2mirser brockhoff | 6.1 (0.6)★2 | 10 (0.7)★2 | 13 (0.9)★3 | 17 (1)★3 | 20 (1)★3 | 27 (1) | 35 (1.0) | 15/15 |
| CMAEGS finck | 15 (1) | 22 (1) | 30 (1) | 37 (2) | 44 (2) | 59 (2) | 74 (2) | 15/15 |
| DE-F-AUC fialho | 205 (18) | 383 (56) | 594 (104) | 823 (146) | 1086 (202) | 1573 (252) | 2016 (331) | 15/15 |
| DEuniform fialho | 376 (21) | 642 (27) | 898 (37) | 1164 (58) | 1442 (46) | 1982 (42) | 2502 (43) | 15/15 |
| IPOP-ACTCMA-ES ros | 10 (0.9) | 16 (1) | 21 (1) | 28 (1) | 34 (2) | 46 (2) | 58 (2) | 15/15 |
| IPOP-CMA-ES ros | 9.4 (1) | 16 (1) | 21 (1) | 27 (1) | 33 (1) | 45 (2) | 57 (2) | 15/15 |
| MOS torre | 50 (1) | 58 (2) | 65 (2) | 76 (8) | 106 (12) | 134 (3) | 162 (13) | 15/15 |
| NBC-CMA preuss | 12 (1) | 19 (1) | 26 (1) | 32 (1) | 38 (2) | 52 (2) | 66 (2) | 15/15 |
| PM-AdapSS-DE fialho | 212 (19) | 364 (33) | 524 (50) | 694 (84) | 871 (96) | 1252 (171) | 1643 (304) | 15/15 |
| RCGA tran | 72 (13) | 1089 (762) | 4155 (316) | 5781 (244) | 7051 (211) | 8768 (148) | 9840 (64) | 15/15 |
| SPSA finck | 15 (4) | 20 (6) | 24 (8) | 29 (11) | 33 (13) | 41 (17) | 50 (22) | 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 59 (10) | 70 (12) | 76 (7) | 80 (7) | 82 (6) | 85 (4) | 86 (4) | 15/15 |
| 1plus2mirser brockhoff | 45 (5) | 55 (7) | 61 (7) | 64 (7) | 68 (6) | 70 (3) | 71 (3) | 15/15 |
| CMAEGS finck | 118 (10) | 129 (7) | 135 (8) | 140 (8) | 144 (4) | 146 (2) | 148 (1) | 15/15 |
| DE-F-AUC fialho | 115 (21) | 149 (30) | 176 (33) | 201 (35) | 230 (34) | 284 (35) | 335 (40) | 15/15 |
| DEuniform fialho | 152 (8) | 180 (7) | 209 (9) | 237 (8) | 265 (8) | 321 (10) | 376 (9) | 15/15 |
| IPOP-ACTCMA-ES ros | 37 (3) | 43 (3) | 48 (4) | 51 (4) | 54 (3)★ | 57 (2)★4 | 58 (2)★4 | 15/15 |
| IPOP-CMA-ES ros | 61 (4) | 70 (3) | 77 (5) | 82 (4) | 85 (3) | 88 (2) | 90 (2) | 15/15 |
| MOS torre | 95 (65) | 110 (74) | 120 (79) | 130 (80) | 138 (81) | 146 (81) | 155 (81) | 15/15 |
| NBC-CMA preuss | 121 (17) | 146 (15) | 165 (15) | 182 (13) | 194 (15) | 213 (11) | 226 (12) | 15/15 |
| PM-AdapSS-DE fialho | 111 (22) | 155 (35) | 185 (44) | 216 (63) | 246 (78) | 294 (91) | 339 (105) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| IPOP-CMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| MOS torre | 46 (39) | 54 (41) | 56 (44) | 58 (46) | 59 (49) | 63 (54) | 66 (59) | 14/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| IPOP-CMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞6e6 | 0/15 |
| MOS torre | 116 (187) | 118 (173) | 152 (178) | 154 (159) | 155 (259) | 157 (267) | 8.9 (11) | 11/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 2.8 (0.9) | 2.6 (0.8) | 2.7 (0.8) | 2.7 (0.8) | 2.7 (0.8) | 2.7 (0.8) | 2.7 (0.8) | 15/15 |
| 1plus2mirser brockhoff | 2.8 (0.7) | 2.6 (0.7) | 2.6 (0.8) | 2.6 (0.8) | 2.6 (0.8) | 2.6 (0.8) | 2.6 (0.8) | 15/15 |
| CMAEGS finck | 4.4 (0.8) | 4.1 (0.7) | 4.1 (0.7) | 4.1 (0.7) | 4.1 (0.7) | 4.1 (0.7) | 4.1 (0.7) | 15/15 |
| DE-F-AUC fialho | 73 (20) | 71 (16) | 71 (16) | 70 (16) | 70 (16) | 70 (16) | 70 (16) | 15/15 |
| DEuniform fialho | 96 (28) | 88 (27) | 86 (28) | 86 (27) | 86 (27) | 86 (27) | 86 (27) | 15/15 |
| IPOP-ACTCMA-ES ros | 4.8 (0.8) | 4.6 (0.7) | 4.5 (0.6) | 4.5 (0.6) | 4.5 (0.6) | 4.5 (0.6) | 4.5 (0.6) | 15/15 |
| IPOP-CMA-ES ros | 4.9 (0.8) | 4.7 (0.8) | 4.7 (0.5) | 4.6 (0.5) | 4.6 (0.5) | 4.7 (0.6) | 4.7 (0.6) | 15/15 |
| MOS torre | 41 (0.9) | 36 (0.7) | 35 (0.8) | 34 (0.8) | 34 (0.8) | 34 (0.8) | 34 (0.8) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 135 (51) | 123 (32) | 119 (32) | 118 (32) | 118 (32) | 118 (32) | 118 (32) | 15/15 |
| RCGA tran | 3930 (348) | 5215 (153) | 6169 (63) | 6823 (43) | 7275 (28) | 3.3e4 (5e4) | ∞2e6 | 0/15 |
| SPSA finck | 5.2 (2) | 5.0 (2) | 5.0 (2) | 5.0 (2) | 5.0 (2) | 5.0 (2) | 5.0 (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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 298 (457) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 1605 (2538) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 4.0 (0.9) | 3.7 (1.0) | 3.8 (0.9) | 3.7 (1.0) | 4.0 (1.0) | 5.1 (2) | 12 (18) | 15/15 |
| DE-F-AUC fialho | 32 (4) | 30 (4) | 32 (4) | 30 (3) | 30 (3) | 30 (3) | 30 (3) | 15/15 |
| DEuniform fialho | 58 (4) | 51 (3) | 50 (3) | 46 (3) | 44 (2) | 45 (3) | 43 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.5 (0.2) | 1.4 (0.2) | 1.4 (0.2) | 1.3 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 15/15 |
| IPOP-CMA-ES ros | 1.7 (0.4) | 1.5 (0.2) | 1.5 (0.2) | 1.4 (0.2) | 1.4 (0.1) | 1.4 (0.2) | 1.4 (0.1) | 15/15 |
| MOS torre | 4.4 (0.5) | 3.7 (0.4) | 3.4 (0.3) | 3.1 (0.2) | 3.0 (0.1) | 2.8 (0.2) | 2.7 (0.1) | 15/15 |
| NBC-CMA preuss | 32 (58) | 21 (32) | 16 (22) | 13 (17) | 11 (21) | 8.8 (11) | 7.5 (8) | 12/15 |
| PM-AdapSS-DE fialho | 38 (7) | 35 (6) | 35 (7) | 34 (6) | 35 (4) | 38 (5) | 39 (10) | 15/15 |
| RCGA tran | 128 (8) | 107 (2) | 105 (2) | 88 (1) | 79 (1) | 147 (201) | 1505 (2341) | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 48 (21) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 35 (25) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 308 (427) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 3.3 (0.8) | 279 (393) | 636 (853) | 406 (694) | 406 (296) | 406 (779) | 395 (220) | 2/15 |
| DEuniform fialho | 5.2 (0.5) | 5.5 (0.5) | 3.3 (0.4) | 2.8 (0.3) | 2.8 (0.3) | 2.8 (0.3) | 2.9 (0.3) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.2 (0.5) | 2.5 (0.4)★3 | 1.5 (0.5)★2 | 0.99 (0.3)★3 | 0.99 (0.3)★3 | 0.99 (0.3)★3 | 0.97 (0.3)★3 | 15/15 |
| IPOP-CMA-ES ros | 1.6 (0.8) | 5.5 (0.3) | 2.6 (0.1) | 1.7 (0.1) | 1.7 (0.1) | 1.7 (0.1) | 1.7 (0.1) | 15/15 |
| MOS torre | 1.9 (2) | 8.2 (4) | 4.1 (1) | 2.7 (0.8) | 2.7 (0.8) | 2.7 (0.8) | 2.6 (0.8) | 15/15 |
| NBC-CMA preuss | 1.6 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 3.0 (0.4) | 20 (2) | 67 (98) | 57 (61) | 57 (91) | 57 (91) | 55 (88) | 8/15 |
| RCGA tran | 29 (8) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 8.4 (1) | 11 (6) | 11 (6) | 11 (6) | 11 (5) | 11 (5) | 11 (5) | 15/15 |
| 1plus2mirser brockhoff | 6.9 (2) | 8.1 (5) | 8.4 (5) | 8.4 (5) | 8.4 (5) | 8.5 (5) | 8.5 (5) | 15/15 |
| CMAEGS finck | 8.4 (1) | 10 (7) | 11 (7) | 11 (7) | 11 (7) | 11 (7) | 11 (7) | 15/15 |
| DE-F-AUC fialho | 78 (19) | 128 (186) | 129 (186) | 129 (178) | 130 (182) | 130 (172) | 130 (172) | 13/15 |
| DEuniform fialho | 107 (10) | 119 (12) | 122 (12) | 122 (11) | 123 (11) | 124 (11) | 125 (11) | 14/15 |
| IPOP-ACTCMA-ES ros | 5.2 (0.7)★2 | 4.5 (0.8)★ | 4.6 (0.8)★ | 4.7 (0.8)★ | 4.7 (0.8)★ | 4.7 (0.8)★ | 4.7 (0.8)★ | 15/15 |
| IPOP-CMA-ES ros | 6.9 (0.7) | 6.3 (0.4) | 6.5 (0.4) | 6.5 (0.4) | 6.5 (0.4) | 6.6 (0.4) | 6.5 (0.4) | 15/15 |
| MOS torre | 18 (8) | 17 (6) | 17 (5) | 17 (5) | 17 (5) | 17 (5) | 17 (5) | 15/15 |
| NBC-CMA preuss | 13 (2) | 14 (6) | 15 (6) | 16 (6) | 16 (6) | 16 (6) | 16 (6) | 14/15 |
| PM-AdapSS-DE fialho | 156 (29) | 139 (16) | 144 (17) | 146 (17) | 148 (16) | 150 (17) | 150 (17) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 9.3 (2) | 6.8 (4) | 7.1 (4) | 7.2 (4) | 7.2 (3) | 7.3 (3) | 7.4 (3) | 15/15 |
| 1plus2mirser brockhoff | 7.4 (2) | 6.0 (4) | 6.2 (4) | 6.3 (4) | 6.3 (4) | 6.4 (4) | 6.5 (4) | 15/15 |
| CMAEGS finck | 11 (2) | 9.1 (6) | 9.4 (6) | 9.4 (6) | 9.5 (6) | 10 (6) | 10 (6) | 15/15 |
| DE-F-AUC fialho | 97 (12) | 61 (7) | 64 (7) | 66 (6) | 67 (6) | 69 (7) | 70 (7) | 15/15 |
| DEuniform fialho | 121 (9) | 75 (4) | 78 (4) | 80 (3) | 81 (3) | 83 (3) | 85 (3) | 15/15 |
| IPOP-ACTCMA-ES ros | 6.3 (0.7) | 5.8 (3) | 5.9 (3) | 6.0 (3) | 6.0 (3) | 6.0 (3) | 6.0 (3) | 15/15 |
| IPOP-CMA-ES ros | 8.1 (0.7) | 5.7 (0.3) | 5.9 (0.3) | 5.9 (0.3) | 6.0 (0.3) | 6.0 (0.3) | 6.0 (0.3) | 15/15 |
| MOS torre | 20 (9) | 14 (13) | 14 (12) | 14 (12) | 14 (12) | 14 (12) | 14 (11) | 15/15 |
| NBC-CMA preuss | 15 (1) | 14 (7) | 19 (11) | 19 (11) | 19 (22) | 20 (11) | 19 (11) | 11/15 |
| PM-AdapSS-DE fialho | 192 (22) | 142 (22) | 146 (22) | 149 (21) | 150 (20) | 151 (19) | 152 (18) | 14/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 1.7 (0.2) | 1.8 (0.2) | 1.7 (0.2) | 1.2 (0.1) | 1.2 (0.1) | 1.0 (0.1) | 0.98 (0.0) | 15/15 |
| 1plus2mirser brockhoff | 1.4 (0.1) | 1.4 (0.2) | 1.3 (0.2) | 0.98 (0.1) | 0.95 (0.1) | 0.85 (0.0)↑0 | 0.79 (0.0)↑0 | 15/15 |
| CMAEGS finck | 3.5 (0.2) | 3.4 (0.2) | 3.0 (0.2) | 2.1 (0.1) | 2.0 (0.1) | 1.8 (0.0) | 1.7 (0.0) | 15/15 |
| DE-F-AUC fialho | 3.6 (0.7) | 4.1 (0.9) | 4.1 (0.7) | 3.3 (0.5) | 3.4 (0.6) | 3.5 (0.5) | 3.8 (0.5) | 15/15 |
| DEuniform fialho | 4.5 (0.2) | 4.6 (0.2) | 4.5 (0.1) | 3.5 (0.1) | 3.7 (0.1) | 3.8 (0.1) | 4.2 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.1 (0.1)★2 | 1.1 (0.1)★2 | 1.1 (0.1)★3 | 0.80 (0.1)★3↑0 | 0.77 (0.0)★4↑0 | 0.70 (0.0)★4↑0 | 0.67 (0.0)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 1.9 (0.2) | 1.9 (0.2) | 1.8 (0.2) | 1.3 (0.1) | 1.2 (0.1) | 1.1 (0.0) | 1.0 (0.0) | 15/15 |
| MOS torre | 4.1 (1) | 4.1 (1) | 3.7 (1.0) | 2.7 (0.7) | 2.6 (0.6) | 2.3 (0.5) | 2.2 (0.5) | 15/15 |
| NBC-CMA preuss | 3.8 (0.5) | 4.0 (0.5) | 3.8 (0.5) | 2.9 (0.3) | 2.8 (0.2) | 2.6 (0.2) | 2.6 (0.1) | 15/15 |
| PM-AdapSS-DE fialho | 3.2 (0.5) | 3.6 (0.7) | 3.7 (0.8) | 3.0 (0.9) | 3.2 (1) | 3.5 (1) | 3.7 (1) | 15/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 7.8 (1) | 5.9 (0.8) | 3.3 (0.3) | 2.0 (0.2) | 2.1 (0.2) | 2.3 (0.3) | 2.4 (0.3) | 15/15 |
| 1plus2mirser brockhoff | 6.0 (1) | 4.6 (0.7) | 2.7 (0.5) | 1.6 (0.3) | 1.7 (0.3) | 1.8 (0.2) | 1.9 (0.2) | 15/15 |
| CMAEGS finck | 557 (885) | 361 (407) | 181 (188) | 235 (316) | 922 (874) | 1464 (1310) | 1184 (1432) | 1/15 |
| DE-F-AUC fialho | 11 (1) | 9.2 (1) | 5.5 (0.9) | 3.3 (0.4) | 3.5 (0.6) | 3.8 (0.5) | 3.9 (0.4) | 15/15 |
| DEuniform fialho | 19 (1) | 14 (0.9) | 7.6 (0.3) | 4.4 (0.2) | 4.5 (0.1) | 4.6 (0.1) | 4.6 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 5.0 (0.3)★ | 2.7 (0.1)★4 | 1.2 (0.0)★4 | 0.58 (0.0)★4↑0 | 0.51 (0.0)★4↑0 | 0.43 (0.0)★4↑0 | 0.37 (0.0)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 15 (2) | 7.7 (0.8) | 3.4 (0.3) | 1.6 (0.1) | 1.4 (0.1) | 1.2 (0.1) | 0.98 (0.1) | 15/15 |
| MOS torre | 29 (3) | 16 (2) | 7.2 (0.8) | 3.5 (0.6) | 3.1 (0.7) | 2.6 (0.6) | 2.2 (0.5) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 12 (1) | 8.6 (0.9) | 4.8 (0.6) | 2.9 (0.4) | 3.0 (0.4) | 3.2 (0.6) | 3.3 (0.5) | 15/15 |
| RCGA tran | 1.2e4 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 1.9 (1) | 3.2 (3) | 4.4 (4) | 4.8 (4) | 4.9 (4) | 4.1 (3) | 4.4 (2) | 14/15 |
| 1plus2mirser brockhoff | 1.7 (0.7) | 2.5 (2) | 3.6 (3) | 4.0 (3) | 4.2 (3) | 3.5 (2) | 4.1 (2) | 15/15 |
| CMAEGS finck | 5.8 (8) | 7.4 (11) | 9.3 (15) | 10 (14) | 9.4 (14) | 7.9 (11) | 9.3 (10) | 15/15 |
| DE-F-AUC fialho | 41 (29) | 36 (39) | 40 (42) | 40 (39) | 39 (35) | 30 (23) | 31 (22) | 15/15 |
| DEuniform fialho | 41 (1) | 29 (7) | 35 (16) | 38 (15) | 39 (12) | 32 (6) | 34 (5) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.1 (0.0) | 1.3 (0.9) | 1.7 (1) | 1.9 (0.5) | 1.8 (0.4) | 1.3 (0.3)★ | 1.3 (0.2)★2 | 15/15 |
| IPOP-CMA-ES ros | 2.3 (2) | 2.5 (2) | 2.8 (2) | 2.9 (2) | 2.8 (1) | 2.1 (0.7) | 2.2 (0.6) | 15/15 |
| MOS torre | 4.3 (0.1) | 6.6 (10) | 7.1 (9) | 7.5 (8) | 6.8 (6) | 4.9 (3) | 5.0 (3) | 15/15 |
| NBC-CMA preuss | 4.2 (8) | 5.9 (8) | 7.0 (8) | 8.8 (7) | 9.1 (3) | 6.6 (2) | 6.7 (1) | 15/15 |
| PM-AdapSS-DE fialho | 26 (3) | 30 (34) | 37 (39) | 43 (35) | 48 (26) | 45 (17) | 51 (19) | 15/15 |
| RCGA tran | 194 (2) | 172 (134) | 328 (337) | 2683 (2744) | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 3.1 (2) | 5.4 (5) | 10 (12) | 25 (29) | 10 (10) | 14 (18) | 23 (28) | 2/15 |
| 1plus2mirser brockhoff | 2.8 (2) | 3.2 (5) | 7.2 (10) | 14 (13) | 7.0 (6) | 29 (35) | ∞4e5 | 0/15 |
| CMAEGS finck | 2.7 (0.1) | 4.2 (5) | 37 (39) | 215 (193) | 780 (654) | 570 (508) | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 37 (7) | 17 (2) | 18 (2) | 17 (2) | 3.3 (0.4) | 3.2 (0.3) | 3.3 (0.2) | 15/15 |
| DEuniform fialho | 54 (2) | 22 (0.5) | 23 (0.5) | 20 (0.6) | 4.0 (0.1) | 3.8 (0.1) | 3.9 (0.1) | 15/15 |
| IPOP-ACTCMA-ES ros | 1.6 (0.2) | 2.1 (1) | 4.7 (4) | 5.9 (5) | 1.3 (1) | 1.6 (0.8) | 1.9 (0.8)★ | 15/15 |
| IPOP-CMA-ES ros | 2.8 (4) | 3.5 (5) | 6.6 (7) | 10 (9) | 2.3 (1) | 2.7 (2) | 2.9 (1) | 15/15 |
| MOS torre | 6.4 (0.2) | 7.0 (7) | 11 (9) | 15 (8) | 3.1 (2) | 3.2 (2) | 3.6 (1) | 15/15 |
| NBC-CMA preuss | 2.5 (0.5) | 5.0 (4) | 16 (17) | 26 (25) | 10 (17) | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 34 (5) | 15 (3) | 16 (3) | 15 (3) | 3.1 (0.6) | 3.2 (0.7) | 3.3 (0.8) | 15/15 |
| RCGA tran | 319 (11) | 177 (145) | 724 (801) | 1169 (1349) | 402 (542) | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 1.5e4 (1e4) | 8631 (8099) | 6843 (5039) | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 1.7 (0.4) | 1.6 (0.2) | 1.8 (0.2) | 2.1 (0.2) | 2.0 (0.2) | 5.1 (0.4) | 1.0 (0.1) | 15/15 |
| 1plus2mirser brockhoff | 1.7 (0.2) | 1.5 (0.1) | 1.7 (0.1) | 1.9 (0.2)★ | 1.9 (0.2) | 4.2 (0.3) | 0.85 (0.1)↑0 | 15/15 |
| CMAEGS finck | 5.4 (0.7) | 3.8 (0.3) | 4.3 (0.2) | 5.1 (0.4) | 6.3 (1) | 19 (3) | 4.3 (0.3) | 15/15 |
| DE-F-AUC fialho | 38 (5) | 46 (5) | 63 (8) | 68 (11) | 47 (7) | 34 (5) | 4.0 (0.5) | 15/15 |
| DEuniform fialho | 72 (8) | 80 (2) | 99 (3) | 95 (3) | 61 (2) | 40 (2) | 4.5 (0.2) | 15/15 |
| IPOP-ACTCMA-ES ros | 2.5 (0.5) | 2.4 (0.3) | 3.0 (0.2) | 3.7 (0.3) | 3.4 (0.2) | 3.9 (0.3)★ | 0.57 (0.0)★4↑0 | 15/15 |
| IPOP-CMA-ES ros | 2.7 (0.6) | 2.5 (0.4) | 3.0 (0.3) | 3.9 (0.5) | 4.3 (0.4) | 6.7 (0.4) | 1.1 (0.1) | 15/15 |
| MOS torre | 12 (0.7) | 7.8 (0.3) | 7.7 (0.6) | 10 (0.5) | 12 (1) | 19 (7) | 2.7 (0.6) | 15/15 |
| NBC-CMA preuss | 2.9 (0.7) | 2.6 (0.2) | 3.2 (0.3) | 4.4 (0.4) | 5.3 (1) | 11 (0.6) | 1.8 (0.1) | 15/15 |
| PM-AdapSS-DE fialho | 44 (2) | 47 (4) | 59 (5) | 60 (6) | 41 (5) | 30 (4) | 3.7 (0.5) | 15/15 |
| RCGA tran | 12 (2) | 28 (7) | 366 (64) | 483 (25) | 1403 (1818) | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 58 (54) | 41 (38) | 36 (34) | 33 (34) | 41 (38) | 6065 (5127) | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 0.76 (0.3) | 0.55 (0.3)↑0 | 0.64 (0.4) | 0.64 (0.4) | 0.65 (0.4) | 0.66 (0.4) | 0.67 (0.4) | 15/15 |
| IPOP-CMA-ES ros | 0.80 (0.3) | 0.60 (0.4) | 0.70 (0.2)↑0 | 0.70 (0.2)↑0 | 0.71 (0.2)↑0 | 0.72 (0.2)↑0 | 0.73 (0.2)↑0 | 15/15 |
| MOS torre | 1.9 (1) | 1.1 (0.4) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 1.3 (0.6) | 15/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 76 (84) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 346 (364) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 146 (139) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 5.9 (4) | 48 (74) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 0.89 (0.3) | 0.91 (0.4) | 0.91 (0.6) | 0.74 (0.7) | 0.46 (0.3)↑1 | 0.96 (0.9) | 1.0 (0.9) | 15/15 |
| IPOP-CMA-ES ros | 0.94 (0.2) | 1.2 (0.9) | 1.0 (0.6) | 0.71 (0.4) | 0.46 (0.4)↑0 | 0.38 (0.3)↑0 | 0.39 (0.3)↑0 | 15/15 |
| MOS torre | 0.88 (0.1)↑0 | 0.17 (0.1)★4↑0 | 0.97 (0.8) | 2.0 (2) | 5.7 (5) | 5.5 (10) | 5.4 (7) | 5/15 |
| NBC-CMA preuss | 413 (458) | 30 (29) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 19 (7) | 5.7 (0.5) | 4.2 (5) | 8.8 (10) | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 1031 (1631) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 58 (73) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 234 (307) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 2.8 (0.4) | 0.68 (0.1)↑1 | 1.2 (1) | 1.5 (0.8) | 2.0 (0.6) | 3.7 (1) | 7.0 (4) | 14/15 |
| DE-F-AUC fialho | 18 (4) | 12 (3) | 13 (7) | 322 (545) | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 42 (10) | 20 (2) | 13 (2) | 8.3 (1) | 8.0 (2) | 17 (23) | 34 (45) | 3/15 |
| IPOP-ACTCMA-ES ros | 1.0 (0.4) | 0.51 (0.1)↑0 | 1.1 (1) | 1.1 (0.5) | 1.2 (0.4) | 1.00 (0.2) | 0.79 (0.3) | 15/15 |
| IPOP-CMA-ES ros | 1.1 (0.3) | 0.50 (0.1)↑0 | 1.0 (1) | 1.1 (0.5) | 1.1 (0.5) | 0.99 (0.7) | 0.84 (0.3) | 15/15 |
| MOS torre | 8.0 (2) | 1.4 (0.2) | 1.0 (0.2) | 0.87 (0.8) | 1.2 (0.6) | 1.2 (0.7) | 1.1 (0.8) | 15/15 |
| NBC-CMA preuss | 1.0 (0.2) | 0.77 (0.3) | 1.1 (0.7) | 60 (61) | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 21 (6) | 13 (4) | 30 (6) | 82 (59) | 505 (538) | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 2.0 (0.9) | 7.0 (2) | 32 (1) | 18 (0.4) | 15 (0.4) | 104 (128) | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 1.4 (0.3) | 0.49 (0.1)↑1 | 1.4 (0.7) | 1.1 (0.4) | 1.3 (0.5) | 3.1 (3) | 6.8 (6) | 3/15 |
| DE-F-AUC fialho | 19 (4) | 5.2 (1) | 18 (43) | 442 (739) | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 35 (3) | 7.5 (0.6) | 4.8 (0.4) | 2.7 (0.3) | 2.5 (0.3) | 13 (18) | 28 (27) | 2/15 |
| IPOP-ACTCMA-ES ros | 1.0 (0.4) | 0.62 (0.9) | 0.98 (0.4) | 0.69 (0.4) | 0.70 (0.2)★↑1 | 0.49 (0.4)↑1 | 0.51 (0.3)↑1 | 15/15 |
| IPOP-CMA-ES ros | 0.97 (0.3) | 0.66 (1.0) | 1.1 (0.4) | 0.85 (0.3) | 0.86 (0.1)↑1 | 0.74 (0.9) | 1.4 (0.6) | 14/15 |
| MOS torre | 3.5 (0.2) | 0.84 (0.1)↑1 | 1.1 (0.7) | 0.95 (0.3) | 1.1 (0.4) | 1.0 (0.7) | 1.1 (0.5) | 14/15 |
| NBC-CMA preuss | 1.3 (0.5) | 0.58 (0.4)↑1 | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 20 (3) | 4.5 (1) | 3.4 (1) | 29 (47) | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 6.6 (2) | 19 (2) | 12 (0.2) | 5.8 (0.2) | 14 (19) | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 5510 (4311) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 7249 (2e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 934 (183) | 1.2e5 (6e4) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 5034 (721) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 1.3e4 (2989) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 458 (121) | 5.0e4 (2e4) | 0.57 (0.6) | 0.38 (0.1)↑0 | 0.33 (0.1)↑0 | 0.20 (0.1)↑0 | 0.21 (0.1)↑0 | 15/15 |
| IPOP-CMA-ES ros | 442 (88) | 6.8e4 (4e4) | 0.64 (0.5) | 0.38 (0.1)↑0 | 0.31 (0.1)↑0 | 0.21 (0.1)↑1 | 0.22 (0.1)↑1 | 14/15 |
| MOS torre | 3026 (0.5) | 6.4e4 (5e4) | 2.6 (3) | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| NBC-CMA preuss | 624 (132) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 6161 (822) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 416 (34) | 1.9e6 (7e5) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 1.5e4 (1e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 2.6 (0.4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 2.5 (0.3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 7.0 (0.9) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 52 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 116 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 3.7 (0.4) | 8.4 (2) | 0.19 (0.2) | ∞ | ∞ | ∞ | ∞1e7 | 0/15 |
| IPOP-CMA-ES ros | 4.1 (0.7) | 15 (4) | 0.33 (0.2) | ∞ | ∞ | ∞ | ∞1e7 | 0/15 |
| MOS torre | 16 (0.7) | 3.8 (3) | 9.5e-3 (5e-3)↑0 | 1.8e6 (1e6)↑0 | 1.9e6 (1e6)↑0 | 2.3e6 (1e6)↑1 | 2.5e6 (1e6)↑1 | 14/15 |
| NBC-CMA preuss | 5.1 (0.4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 58 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 8.5 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 10 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 5.0 (9) | 1.9 (2) | 0.97 (0.8) | 0.97 (0.8) | 0.97 (0.8) | 0.97 (0.8) | 0.97 (0.8) | 14/15 |
| 1plus2mirser brockhoff | 2.4 (3) | 2.3 (1) | 1.1 (2) | 1.1 (2) | 1.1 (2) | 1.1 (2) | 1.1 (2) | 14/15 |
| CMAEGS finck | 14 (17) | 107 (101) | 62 (139) | 62 (161) | 62 (69) | 62 (150) | 62 (52) | 6/15 |
| DE-F-AUC fialho | 293 (7) | 758 (1040) | 258 (397) | 258 (277) | 257 (474) | 256 (334) | 255 (283) | 2/15 |
| DEuniform fialho | 36 (4) | 287 (284) | 557 (635) | 555 (683) | 553 (444) | 550 (549) | 548 (830) | 1/15 |
| IPOP-ACTCMA-ES ros | 9.2 (11) | 161 (176) | 118 (163) | 118 (103) | 118 (177) | 117 (241) | 116 (131) | 3/15 |
| IPOP-CMA-ES ros | 10 (11) | 166 (148) | 83 (122) | 83 (106) | 83 (120) | 82 (141) | 82 (134) | 4/15 |
| MOS torre | 15 (32) | 224 (301) | 101 (172) | 101 (136) | 101 (126) | 100 (199) | 100 (125) | 5/15 |
| NBC-CMA preuss | 73 (144) | 199 (330) | 42 (54) | 42 (45) | 41 (41) | 41 (54) | 41 (62) | 1/15 |
| PM-AdapSS-DE fialho | 295 (12) | 1231 (1797) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 7.7 (3) | 89 (130) | 31 (30) | 33 (34) | 33 (35) | 34 (35) | 35 (25) | 7/15 |
| SPSA finck | 880 (1915) | 2650 (4020) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 9.1 (13) | 6.2 (8) | 2.0 (2) | 2.0 (3) | 2.0 (3) | 2.0 (2) | 2.0 (2) | 4/15 |
| 1plus2mirser brockhoff | 1.9 (4) | 4.9 (6) | 9.0 (11) | 8.9 (8) | 8.9 (9) | 8.9 (10) | 8.9 (7) | 1/15 |
| CMAEGS finck | 326 (648) | 226 (367) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 478 (649) | 312 (395) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 661 (971) | 453 (423) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 295 (477) | 174 (165) | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| IPOP-CMA-ES ros | 367 (520) | 133 (175) | ∞ | ∞ | ∞ | ∞ | ∞3e6 | 0/15 |
| MOS torre | 490 (813) | 205 (336) | ∞ | ∞ | ∞ | ∞ | ∞5e6 | 0/15 |
| NBC-CMA preuss | 49 (73) | 23 (23) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 654 (1295) | 1581 (2088) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 335 (324) | 101 (121) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 769 (866) | 737 (705) | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | 9.1 (15) | 10 (11) | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | 9.1 (8) | 12 (12) | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 63 (22) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | 1.7 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | 0.76 (0.9) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | 8.4 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-CMA-ES ros | 8.1 (7) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| MOS torre | 1.1 (0.9) | 41 (51) | 18 (21) | 19 (39) | 46 (44) | ∞ | ∞4e6 | 0/15 |
| NBC-CMA preuss | 1.9 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | 1.9 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | 1.2 (1) | 149 (60) | 40 (37) | 44 (48) | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | 2053 (779) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| 1plus1 brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| 1plus2mirser brockhoff | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e5 | 0/15 |
| CMAEGS finck | 4.6 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DE-F-AUC fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| DEuniform fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| IPOP-ACTCMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e6 | 0/15 |
| IPOP-CMA-ES ros | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞9e6 | 0/15 |
| MOS torre | 2.4 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| NBC-CMA preuss | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PM-AdapSS-DE fialho | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |
| RCGA tran | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| SPSA finck | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞4e6 | 0/15 |