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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.2 (8) | 10 (11) | 21 (9) | 44 (21) | 59 (14) | 112 (21) | 187 (39) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.4 (6) | 4.1 (3) | 9.1 (5) | 16 (10) | 26 (18) | 38 (10) | 55 (11) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.8 (2) | 7.4 (10) | 21 (12) | 38 (20) | 62 (15) | 118 (27) | 197 (21) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 6.6 (6) | 7.0 (11) | 14 (5) | 21 (52) | 46 (6) | 58 (110) | 74 (8) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 22 (13) | 36 (16) | 39 (11) | 48 (4) | 52 (5) | 59 (4) | 71 (8) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 39 (9) | 62 (50) | 53 (71) | 86 (40) | 85 (154) | 82 (66) | 83 (31) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 18 (7) | 32 (15) | 37 (18) | 48 (3) | 53 (5) | 60 (4) | 73 (8) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 82 (5) | 74 (233) | 76 (5) | 114 (313) | 115 (301) | 110 (55) | 143 (49) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.3 (1) | 2.8 (2) | 9.0 (13) | 20 (37) | 26 (33) | 28 (37) | 28 (24) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 33 (113) | 8.0 (5) | 10 (7) | 14 (15) | 15 (19) | 15 (13) | 15 (9) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 6.4 (8) | 2.7 (4) | 6.1 (8) | 22 (19) | 24 (19) | 25 (20) | 25 (22) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 11 (27) | 3.9 (7) | 7.4 (7) | 9.3 (10) | 10 (8) | 10 (6) | 10 (13) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.2 (4) | 27 (40) | 146 (122) | 502 (905) | 940 (1189) | 911 (1358) | 876 (1311) | 5/15 |
| PSAaLmD-CMA-ES-Nishida | 4.7 (2) | 7.7 (11) | 39 (77) | 146 (94) | 141 (45) | 156 (213) | 150 (253) | 13/15 |
| PSAaSmC-CMA-ES-Nishida | 5.0 (4) | 26 (24) | 111 (128) | 256 (279) | 392 (284) | 450 (662) | 433 (439) | 8/15 |
| PSAaSmD-CMA-ES-Nishida | 5.4 (1) | 12 (13) | 41 (66) | 53 (42) | 50 (98) | 50 (84) | 48 (149) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 10 (16) | 48 (44) | 54 (36) | 54 (32) | 54 (33) | 54 (40) | 54 (44) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.1 (4) | 17 (27) | 19 (13) | 19 (27) | 19 (23) | 19 (17) | 19 (14) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 18 (12) | 43 (16) | 49 (19) | 49 (26) | 49 (29) | 49 (29) | 49 (15) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 6.5 (8) | 37 (69) | 47 (107) | 63 (24) | 80 (195) | 80 (11) | 80 (109) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.7 (7) | 6.7 (5) | 12 (7) | 16 (4) | 17 (2) | 18 (3) | 19 (1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.0 (2) | 5.5 (6) | 4.5 (2) | 5.5 (5) | 6.0 (1) | 7.3 (1) | 7.1 (7) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 4.2 (6) | 6.2 (6) | 10 (6) | 16 (3) | 16 (4) | 17 (2) | 19 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.3 (6) | 5.7 (10) | 5.0 (4) | 8.5 (7) | 8.4 (0.9) | 11 (11) | 18 (24) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 16 (10) | 7.1 (4) | 6.2 (6) | 2.7 (1) | 2.6 (1) | 2.6 (0.6) | 2.4 (0.6) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.1 (7) | 1.7 (2) | 2.0 (2) | 1.2 (0.7) | 1.1 (1.0) | 1.1 (2) | 1.1 (1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 7.0 (15) | 5.3 (7) | 4.0 (2) | 2.1 (1) | 2.5 (0.8) | 2.5 (0.9) | 2.6 (0.5) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.3 (5) | 4.7 (2) | 4.0 (4) | 1.7 (2) | 1.6 (1) | 1.6 (2) | 1.5 (1) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 8.9 (10) | 11 (11) | 20 (9) | 38 (21) | 27 (16) | 28 (19) | 27 (9) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.8 (3) | 25 (4) | 45 (45) | 64 (31) | 60 (100) | 62 (98) | 54 (66) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 12 (5) | 39 (4) | 38 (108) | 48 (55) | 30 (35) | 30 (49) | 28 (8) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.3 (5) | 7.7 (10) | 17 (21) | 72 (154) | 45 (86) | 63 (108) | 54 (11) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 38 (46) | 4.7 (4) | 18 (12) | 33 (27) | 30 (19) | 29 (17) | 28 (12) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 34 (25) | 4.1 (2) | 23 (49) | 51 (4) | 63 (69) | 73 (60) | 71 (62) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 31 (42) | 6.9 (6) | 32 (35) | 50 (25) | 38 (21) | 35 (13) | 33 (11) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 23 (26) | 14 (40) | 46 (49) | 120 (126) | 109 (92) | 97 (87) | 86 (51) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 14 (14) | 15 (12) | 18 (7) | 19 (4) | 19 (2) | 20 (2) | 21 (3) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 8.6 (5) | 8.7 (5) | 18 (15) | 20 (12) | 23 (34) | 22 (15) | 20 (34) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (10) | 14 (7) | 17 (5) | 19 (2) | 19 (3) | 20 (2) | 21 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 8.8 (8) | 20 (54) | 34 (58) | 33 (54) | 32 (44) | 27 (45) | 24 (38) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 12 (13) | 18 (11) | 20 (6) | 20 (5) | 20 (2) | 21 (1) | 22 (2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 8.6 (2) | 19 (2) | 19 (48) | 20 (44) | 19 (1) | 17 (29) | 15 (26) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (7) | 17 (9) | 21 (4) | 20 (5) | 20 (4) | 21 (4) | 21 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 8.3 (13) | 16 (18) | 19 (28) | 21 (31) | 24 (35) | 20 (22) | 18 (11) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 9.4 (5) | 75 (78) | 108 (176) | 108 (191) | 109 (164) | 94 (303) | 81 (144) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 16 (5) | 174 (601) | 113 (669) | 112 (324) | 102 (290) | 75 (52) | 60 (32) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 9.4 (7) | 14 (6) | 40 (6) | 46 (4) | 48 (59) | 57 (3) | 87 (279) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 206 (16) | 431 (577) | 266 (599) | 214 (541) | 192 (432) | 133 (294) | 106 (449) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 8.8 (6) | 15 (3) | 17 (5) | 18 (2) | 20 (3) | 21 (3) | 22 (1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 10 (23) | 12 (16) | 12 (18) | 14 (21) | 13 (12) | 12 (18) | 11 (13) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 9.4 (8) | 13 (4) | 16 (4) | 17 (5) | 18 (4) | 22 (2) | 22 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 13 (30) | 19 (23) | 32 (55) | 26 (27) | 23 (18) | 20 (15) | 18 (34) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 8.6 (17) | 11 (6) | 13 (7) | 16 (6) | 15 (2) | 18 (3) | 21 (4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.9 (1) | 2.6 (3) | 3.5 (2) | 5.4 (3) | 5.3 (2) | 5.7 (1) | 7.8 (6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 4.2 (9) | 7.3 (11) | 11 (8) | 14 (5) | 15 (4) | 18 (2) | 21 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.2 (6) | 3.8 (7) | 4.5 (3) | 5.7 (2) | 5.3 (3) | 5.2 (1) | 13 (1) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.1 (1) | 3.4 (2) | 1.9 (3) | 3.5 (3) | 3.7 (3) | 4.0 (2) | 3.8 (2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.1 (0.6) | 1.4 (2) | 1.5 (0.9) | 2.1 (2) | 2.0 (3) | 2.1 (3) | 1.9 (2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.3 (2) | 2.3 (1) | 2.1 (0.8) | 4.1 (2) | 4.4 (3) | 4.6 (4) | 4.2 (3) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 1.4 (0.9) | 6.3 (7) | 2.9 (3) | 3.8 (4) | 3.8 (4) | 3.5 (3) | 3.1 (4) | 15/15 |
| Δ fopt f16, 2-D |
1e1 9.0 |
1e0 50 |
1e-1 174 |
1e-2 326 |
1e-3 358 |
1e-5 409 |
1e-7 538 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.4 (4) | 4.9 (7) | 15 (55) | 31 (63) | 63 (71) | 100 (185) | 77 (234) | 14/15 |
| PSAaLmD-CMA-ES-Nishida | 2.8 (3) | 5.6 (9) | 6.5 (10) | 14 (68) | 35 (7) | 37 (160) | 39 (17) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 2.1 (3) | 5.1 (6) | 10 (14) | 37 (157) | 49 (49) | 48 (123) | 37 (94) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.5 (3) | 6.6 (3) | 3.5 (3) | 4.8 (5) | 7.8 (16) | 12 (20) | 9.4 (6) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.1 (15) | 3.3 (2) | 4.5 (1) | 3.6 (0.8) | 4.1 (0.9) | 2.9 (0.4) | 3.0 (0.5) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 13 (10) | 4.0 (15) | 2.7 (2) | 1.7 (3) | 1.7 (0.7) | 1.3 (0.7) | 1.3 (0.6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.6 (2) | 4.3 (8) | 4.3 (5) | 4.1 (2) | 4.2 (0.6) | 2.7 (0.4) | 3.0 (0.6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.6 (6) | 6.7 (8) | 7.2 (10) | 4.3 (5) | 3.8 (2) | 3.2 (3) | 2.8 (2) | 15/15 |
| Δ fopt f18, 2-D |
1e1 19 |
1e0 134 |
1e-1 666 |
1e-2 1249 |
1e-3 1708 |
1e-5 2438 |
1e-7 2858 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.3 (3) | 5.7 (2) | 1.9 (0.7) | 1.5 (1.0) | 1.5 (0.1) | 1.6 (0.2) | 2.0 (0.7) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 2.2 (2) | 8.9 (6) | 2.1 (1) | 1.4 (1) | 1.5 (0.9) | 1.6 (0.8) | 1.6 (1.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 4.2 (4) | 5.2 (4) | 1.6 (1.0) | 1.4 (0.2) | 1.4 (0.5) | 1.5 (0.3) | 2.0 (0.7) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.0 (2) | 5.5 (11) | 2.1 (4) | 1.3 (0.8) | 1.3 (0.3) | 2.6 (3) | 2.9 (3) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.5 (6) | 58 (116) | 8.1 (6) | 13 (2) | 43 (6) | 69 (147) | 69 (134) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.3 (4) | 53 (94) | 11 (24) | 31 (29) | 41 (54) | 51 (49) | 51 (62) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 8.5 (8) | 57 (57) | 7.9 (5) | 47 (27) | 49 (225) | 76 (207) | 80 (102) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.0 (7) | 34 (19) | 16 (9) | 177 (412) | 170 (146) | 256 (371) | 282 (390) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.3 (7) | 8.3 (7) | 11 (18) | 19 (35) | 21 (12) | 22 (54) | 22 (13) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.7 (5) | 9.1 (7) | 14 (14) | 18 (12) | 18 (12) | 19 (25) | 20 (20) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 4.3 (5) | 7.5 (8) | 15 (25) | 24 (40) | 25 (21) | 26 (30) | 27 (29) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 1.7 (2) | 16 (17) | 14 (11) | 17 (22) | 17 (30) | 18 (12) | 19 (24) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 0.93 (0.8) | 3.1 (6) | 12 (11) | 8.0 (7) | 11 (15) | 11 (16) | 12 (23) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.4 (0.9) | 14 (17) | 6.6 (4) | 4.4 (4) | 4.3 (3) | 4.2 (4) | 4.2 (3) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 1.7 (0.9) | 16 (36) | 16 (26) | 11 (16) | 12 (23) | 14 (30) | 17 (20) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 0.73 (0.4) | 17 (37) | 7.9 (12) | 6.3 (9) | 6.7 (9) | 6.3 (8) | 6.3 (7) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.3 (5) | 17 (1) | 10 (16) | 22 (9) | 22 (9) | 21 (85) | 24 (54) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.1 (6) | 29 (16) | 10 (15) | 8.5 (6) | 8.5 (9) | 8.4 (9) | 8.1 (6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.6 (2) | 15 (44) | 9.4 (23) | 33 (64) | 32 (37) | 38 (85) | 38 (20) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (40) | 9.1 (42) | 4.8 (9) | 5.6 (9) | 5.1 (8) | 4.7 (7) | 5.9 (6) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.2 (2) | 14 (12) | 5741 (7324) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 1.8 (2) | 47 (19) | 1074 (1076) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 2.4 (2) | 20 (15) | 1171 (1807) | ∞ | ∞ | ∞ | ∞2e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 2.6 (2) | 7.9 (11) | 1082 (879) | 1.1e4 (1e4) | 9721 (8327) | 8352 (6733) | ∞2e5 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 1.7 (2) | 183 (324) | 25 (41) | 10 (11) | 36 (51) | 116 (136) | 116 (138) | 1/15 |
| PSAaLmD-CMA-ES-Nishida | 1.6 (1) | 212 (295) | 23 (25) | 11 (13) | 38 (38) | 57 (66) | 118 (109) | 1/15 |
| PSAaSmC-CMA-ES-Nishida | 1.7 (1) | 355 (472) | 44 (48) | 17 (23) | 26 (21) | 26 (30) | 26 (20) | 4/15 |
| PSAaSmD-CMA-ES-Nishida | 1.6 (2) | 148 (182) | 20 (20) | 21 (16) | 37 (63) | 123 (144) | 123 (138) | 1/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 15 (19) | 17 (5) | 37 (15) | 59 (10) | 82 (21) | 143 (29) | 215 (22) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 8.0 (8) | 10 (7) | 18 (6) | 29 (6) | 38 (4) | 65 (3) | 88 (8) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (14) | 18 (12) | 38 (20) | 58 (18) | 80 (6) | 142 (40) | 220 (18) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 6.0 (4) | 10 (5) | 18 (3) | 27 (6) | 39 (4) | 57 (10) | 79 (12) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 28 (17) | 35 (16) | 39 (14) | 43 (13) | 46 (9) | 54 (10) | 64 (11) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 79 (91) | 120 (158) | 221 (186) | 218 (6) | 215 (192) | 210 (617) | 210 (70) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 29 (25) | 35 (15) | 39 (10) | 42 (15) | 45 (7) | 53 (6) | 63 (6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 40 (125) | 76 (117) | 111 (144) | 121 (153) | 147 (137) | 144 (154) | 144 (139) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 8.8 (6) | 7.9 (6) | 24 (21) | 50 (36) | 50 (42) | 50 (68) | 51 (89) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 7.0 (6) | 18 (9) | 48 (31) | 83 (31) | 92 (190) | 92 (127) | 91 (127) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 7.2 (4) | 17 (21) | 64 (75) | 68 (73) | 69 (26) | 69 (84) | 69 (86) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 10 (21) | 7.5 (8) | 23 (18) | 25 (23) | 25 (25) | 25 (24) | 25 (21) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 19 (59) | 411 (607) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 13 (2) | 116 (110) | 1587 (1107) | 2240 (3590) | 2167 (846) | 2033 (1947) | 1976 (3576) | 2/15 |
| PSAaSmC-CMA-ES-Nishida | 11 (5) | 543 (290) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (13) | 40 (59) | 755 (624) | 710 (885) | 698 (1425) | 655 (581) | 637 (289) | 5/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 17 (15) | 37 (25) | 39 (26) | 39 (35) | 39 (31) | 39 (35) | 39 (23) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 10 (6) | 20 (11) | 21 (5) | 21 (6) | 21 (9) | 21 (11) | 21 (6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 15 (18) | 39 (36) | 42 (27) | 42 (33) | 42 (30) | 43 (34) | 43 (36) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (19) | 23 (30) | 24 (22) | 24 (30) | 24 (30) | 24 (40) | 24 (25) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.3 (4) | 10 (4) | 11 (2) | 12 (1) | 12 (0.9) | 12 (1) | 13 (0.6) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.9 (5) | 5.0 (3) | 5.2 (2) | 6.2 (4) | 9.1 (0.7) | 9.0 (7) | 8.6 (8) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.3 (2) | 11 (1) | 11 (2) | 12 (0.9) | 12 (1) | 12 (0.9) | 13 (0.6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.8 (3) | 6.7 (3) | 18 (52) | 16 (40) | 15 (14) | 14 (14) | 14 (16) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.3 (8) | 4.8 (4) | 1.9 (1) | 1.9 (1) | 2.0 (1) | 2.0 (0.9) | 2.0 (1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.2 (6) | 4.6 (3) | 1.2 (3) | 1.2 (0.1) | 1.2 (1) | 1.2 (1) | 1.1 (0.3) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.5 (3) | 4.2 (2) | 1.5 (0.4) | 1.7 (2) | 2.0 (0.4) | 2.0 (0.2) | 1.8 (0.9) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.7 (5) | 3.2 (2) | 2.2 (1) | 1.9 (2) | 2.1 (1) | 2.1 (2) | 1.9 (2) | 15/15 |
| Δ fopt f8, 3-D |
1e1 27 |
1e0 45 |
1e-1 152 |
1e-2 179 |
1e-3 188 |
1e-5 198 |
1e-7 208 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.5 (7) | 17 (10) | 16 (5) | 20 (9) | 22 (8) | 23 (7) | 24 (9) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.6 (2) | 30 (2) | 32 (46) | 171 (232) | 166 (156) | 199 (277) | 191 (314) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 6.9 (5) | 15 (9) | 17 (5) | 24 (7) | 34 (22) | 57 (77) | 56 (89) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.4 (3) | 53 (46) | 71 (120) | 183 (403) | 242 (299) | 240 (229) | 229 (143) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 8.3 (7) | 17 (6) | 45 (4) | 48 (5) | 52 (21) | 67 (112) | 71 (63) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.9 (2) | 5.6 (3) | 80 (166) | 156 (180) | 295 (295) | 431 (655) | 410 (362) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 7.2 (4) | 14 (3) | 23 (6) | 34 (11) | 43 (9) | 44 (8) | 44 (10) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.9 (3) | 54 (61) | 108 (94) | 176 (251) | 414 (684) | 411 (664) | 397 (780) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 9.3 (5) | 10 (2) | 10 (3) | 10 (2) | 10 (2) | 11 (2) | 13 (2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 10 (2) | 20 (53) | 29 (28) | 31 (27) | 32 (26) | 29 (23) | 27 (34) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 8.9 (4) | 9.2 (3) | 9.3 (1) | 10 (2) | 10 (1) | 11 (0.9) | 12 (0.4) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.3 (2) | 24 (46) | 36 (75) | 36 (20) | 35 (65) | 33 (47) | 30 (38) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 12 (6) | 12 (3) | 6.6 (1) | 6.3 (0.9) | 6.6 (0.5) | 7.6 (1.0) | 8.8 (0.7) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 27 (7) | 45 (91) | 28 (24) | 44 (56) | 49 (58) | 48 (87) | 45 (74) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 11 (7) | 12 (4) | 6.7 (2) | 6.4 (1) | 6.9 (0.7) | 7.5 (1) | 8.9 (0.9) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 35 (56) | 37 (46) | 52 (94) | 59 (89) | 65 (77) | 60 (74) | 64 (65) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 68 (6) | 72 (150) | 114 (531) | 126 (387) | 116 (233) | 137 (308) | 180 (389) | 11/15 |
| PSAaLmD-CMA-ES-Nishida | 31 (2) | 96 (512) | 216 (240) | 301 (489) | 392 (605) | 450 (874) | 397 (288) | 8/15 |
| PSAaSmC-CMA-ES-Nishida | 16 (11) | 162 (76) | 94 (42) | 160 (639) | 207 (346) | 136 (18) | 126 (300) | 11/15 |
| PSAaSmD-CMA-ES-Nishida | 30 (60) | 304 (498) | 282 (677) | 329 (305) | 340 (283) | 508 (656) | 448 (671) | 7/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 10 (5) | 12 (2) | 13 (3) | 13 (2) | 11 (1) | 12 (0.5) | 12 (0.6) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.6 (1) | 4.9 (0.9) | 11 (23) | 10 (0.5) | 7.2 (12) | 6.8 (18) | 6.2 (7) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (2) | 9.5 (3) | 12 (2) | 13 (2) | 11 (1) | 12 (0.5) | 12 (0.4) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 17 (47) | 16 (5) | 20 (18) | 17 (25) | 14 (18) | 12 (16) | 11 (15) | 15/15 |
| Δ fopt f14, 3-D |
1e1 2.0 |
1e0 17 |
1e-1 28 |
1e-2 43 |
1e-3 71 |
1e-5 110 |
1e-7 194 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.8 (10) | 7.7 (13) | 11 (3) | 12 (4) | 12 (4) | 15 (1) | 13 (0.9) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.2 (5) | 3.1 (5) | 5.1 (3) | 5.9 (2) | 6.1 (1) | 11 (2) | 10 (11) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (22) | 7.3 (5) | 11 (6) | 13 (5) | 13 (4) | 16 (3) | 13 (0.8) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 7.6 (8) | 4.9 (4) | 16 (2) | 17 (3) | 13 (3) | 18 (2) | 13 (16) | 15/15 |
| Δ fopt f15, 3-D |
1e1 121 |
1e0 1372 |
1e-1 6285 |
1e-2 8282 |
1e-3 8429 |
1e-5 8787 |
1e-7 9041 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.1 (1) | 2.5 (2) | 1.9 (0.9) | 1.8 (2) | 1.8 (1) | 1.8 (2) | 1.8 (0.3) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.7 (1.0) | 3.5 (3) | 2.3 (2) | 1.8 (1) | 1.8 (1) | 1.7 (2) | 1.7 (2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.2 (0.5) | 2.9 (3) | 1.2 (1) | 1.1 (0.8) | 1.2 (0.8) | 1.2 (0.7) | 1.2 (0.8) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 1.2 (0.8) | 1.6 (2) | 1.9 (2) | 1.9 (1) | 1.9 (2) | 1.8 (1) | 1.8 (2) | 15/15 |
| Δ fopt f16, 3-D |
1e1 41 |
1e0 319 |
1e-1 582 |
1e-2 789 |
1e-3 1864 |
1e-5 3204 |
1e-7 3361 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 1.8 (0.7) | 9.2 (14) | 76 (86) | 96 (193) | 41 (106) | 24 (79) | 23 (59) | 13/15 |
| PSAaLmD-CMA-ES-Nishida | 2.0 (2) | 4.6 (6) | 29 (26) | 29 (19) | 12 (35) | 7.2 (13) | 6.9 (6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.0 (1) | 4.2 (2) | 33 (27) | 65 (101) | 27 (102) | 16 (15) | 16 (23) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 2.1 (2) | 6.1 (7) | 10 (16) | 8.4 (12) | 3.6 (5) | 2.1 (3) | 2.1 (3) | 15/15 |
| Δ fopt f17, 3-D |
1e1 4.0 |
1e0 78 |
1e-1 282 |
1e-2 491 |
1e-3 1134 |
1e-5 2347 |
1e-7 3469 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 9.4 (9) | 4.0 (2) | 2.7 (0.8) | 3.1 (0.3) | 2.0 (0.2) | 1.8 (0.7) | 1.7 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.5 (3) | 2.0 (2) | 5.5 (16) | 3.9 (0.3) | 2.1 (0.7) | 1.4 (2) | 1.3 (0.7) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.5 (3) | 3.6 (2) | 2.6 (0.9) | 2.9 (0.7) | 1.9 (0.4) | 1.6 (0.2) | 1.7 (0.6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.9 (7) | 2.3 (0.9) | 2.5 (0.3) | 2.0 (0.2) | 1.1 (0.1) | 1.5 (2) | 1.2 (0.7) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.8 (3) | 4.0 (2) | 1.0 (0.5) | 0.94 (0.1) | 1.1 (0.8) | 1.2 (0.4) | 1.4 (1.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 2.8 (4) | 2.6 (2) | 1.5 (0.2) | 0.94 (0.9) | 0.94 (0.1) | 1.8 (3) | 1.7 (0.9) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.8 (2) | 4.4 (2) | 5.2 (16) | 2.5 (7) | 2.4 (3) | 2.2 (2) | 2.2 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.0 (3) | 7.1 (3) | 2.1 (7) | 1.3 (1) | 1.2 (0.4) | 1.7 (1) | 1.9 (2) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 15 (16) | 186 (102) | 212 (419) | 6.1 (8) | 6.3 (12) | 6.7 (11) | 6.7 (1.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 6.2 (3) | 161 (72) | 25 (28) | 2.9 (3) | 4.4 (8) | 4.7 (4) | 4.7 (2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 6.1 (3) | 123 (64) | 25 (34) | 3.2 (2) | 4.0 (11) | 4.1 (11) | 4.2 (11) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (11) | 173 (212) | 386 (1306) | 16 (19) | 27 (23) | 41 (22) | 41 (42) | 9/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.7 (6) | 5.1 (6) | 16 (18) | 16 (14) | 15 (16) | 15 (11) | 14 (10) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.1 (5) | 5.6 (6) | 13 (10) | 12 (11) | 13 (11) | 13 (8) | 12 (10) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.5 (5) | 6.6 (8) | 9.4 (5) | 13 (21) | 13 (35) | 12 (8) | 12 (20) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.2 (4) | 6.0 (8) | 13 (14) | 12 (24) | 12 (4) | 11 (8) | 11 (8) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 1.3 (2) | 19 (44) | 21 (32) | 28 (23) | 27 (30) | 28 (23) | 28 (26) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.9 (2) | 14 (6) | 12 (7) | 16 (34) | 15 (30) | 15 (11) | 15 (30) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.2 (2) | 19 (36) | 32 (41) | 31 (35) | 30 (20) | 30 (30) | 30 (38) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.2 (2) | 15 (35) | 10 (12) | 10 (16) | 10 (14) | 10 (10) | 10 (13) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.1 (3) | 13 (12) | 39 (59) | 69 (171) | 73 (145) | 70 (153) | 68 (206) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.6 (3) | 9.3 (14) | 17 (22) | 17 (19) | 25 (43) | 24 (17) | 24 (68) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 16 (50) | 24 (55) | 33 (76) | 39 (73) | 40 (38) | 38 (29) | 37 (44) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 1.8 (1) | 10 (16) | 15 (20) | 15 (21) | 15 (20) | 15 (11) | 19 (35) | 15/15 |
| Δ fopt f23, 3-D |
1e1 3.0 |
1e0 407 |
1e-1 906 |
1e-2 1215 |
1e-3 2214 |
1e-5 2293 |
1e-7 2393 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.3 (8) | 18 (19) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 2.7 (2) | 16 (14) | 5014 (3893) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 3.3 (2) | 18 (10) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 3.0 (3) | 13 (12) | ∞ | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.1 (3) | 40 (29) | 13 (10) | 12 (6) | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 4.3 (2) | 117 (124) | 43 (37) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 2.7 (2) | 51 (33) | 13 (18) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 1.8 (1) | 39 (44) | 21 (9) | ∞ | ∞ | ∞ | ∞3e5 | 0/15 |
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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.3 (3) | 25 (8) | 48 (8) | 68 (12) | 104 (18) | 181 (10) | 247 (35) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 6.4 (7) | 16 (6) | 26 (6) | 47 (10) | 69 (8) | 120 (14) | 170 (14) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 6.3 (4) | 23 (8) | 45 (12) | 72 (15) | 102 (24) | 169 (11) | 236 (12) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 9.5 (18) | 19 (7) | 35 (19) | 51 (14) | 70 (11) | 114 (9) | 151 (13)★2 | 15/15 |
| Δ fopt f2, 5-D |
1e1 83 |
1e0 87 |
1e-1 88 |
1e-2 89 |
1e-3 90 |
1e-5 92 |
1e-7 94 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 22 (2) | 26 (9) | 30 (9) | 33 (9) | 36 (7) | 44 (3) | 52 (4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 13 (3) | 18 (5) | 30 (59) | 41 (67) | 43 (9) | 49 (3) | 62 (65) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 21 (5) | 25 (4) | 29 (4) | 31 (4) | 34 (4) | 42 (2) | 50 (2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 296 (1871) | 840 (2762) | 870 (2697) | 978 (2661) | 1276 (2534) | 1273 (1727) | 1252 (2211) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.6 (2) | 103 (112) | 2194 (3556) | 4555 (3200) | 4544 (3649) | 4534 (6445) | 4523 (6657) | 1/15 |
| PSAaLmD-CMA-ES-Nishida | 4.8 (2) | 70 (86) | 1427 (1758) | 1423 (814) | 1420 (1089) | 1417 (1238) | 1414 (1033) | 3/15 |
| PSAaSmC-CMA-ES-Nishida | 2.2 (2) | 56 (79) | 337 (157) | 336 (293) | 336 (383) | 335 (230) | 335 (483) | 9/15 |
| PSAaSmD-CMA-ES-Nishida | 2.2 (2) | 31 (31) | 146 (119) | 146 (121) | 146 (184) | 146 (164) | 146 (221) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.9 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 3.4 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 3.8 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 3.1 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 26 (9) | 47 (11) | 51 (38) | 51 (37) | 51 (18) | 51 (30) | 51 (16) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 16 (13) | 26 (9) | 27 (8) | 27 (19) | 27 (10) | 27 (10) | 27 (15) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 24 (12) | 38 (17) | 41 (29) | 41 (12) | 41 (15) | 41 (31) | 41 (22) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 15 (9) | 28 (6) | 30 (27) | 30 (11) | 30 (33) | 30 (27) | 30 (23) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.3 (4) | 6.5 (0.7) | 7.4 (0.6) | 6.9 (0.8) | 6.0 (0.7) | 4.8 (0.3) | 4.8 (0.4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 4.3 (2) | 4.4 (0.5) | 4.8 (0.8) | 4.5 (0.3) | 3.9 (0.3) | 3.1 (0.2) | 3.1 (0.2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.7 (2) | 6.0 (1) | 7.1 (0.7) | 6.4 (0.8) | 5.6 (0.7) | 4.4 (0.2) | 4.5 (0.3) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.4 (1) | 14 (35) | 17 (3) | 19 (27) | 16 (13) | 11 (16) | 8.8 (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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.4 (4) | 1.7 (0.6) | 0.92 (0.3) | 1.1 (0.1) | 1.1 (0.2) | 1.1 (0.1) | 1.1 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 8.3 (3) | 1.5 (0.3) | 0.80 (0.6) | 0.87 (0.8) | 0.86 (0.6) | 0.86 (0.6) | 0.92 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 9.3 (8) | 1.8 (0.4) | 0.81 (0.2) | 1.00 (0.1) | 1.0 (0.1) | 1.0 (0.1) | 1.1 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 7.3 (5) | 1.7 (1) | 0.87 (0.7) | 0.92 (0.4) | 0.91 (0.3) | 0.91 (0.6) | 0.95 (0.4) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 11 (3) | 82 (74) | 229 (210) | 1540 (1972) | 3063 (2074) | 3016 (3110) | 3783 (5077) | 4/15 |
| PSAaLmD-CMA-ES-Nishida | 7.2 (1) | 84 (114) | 1181 (1265) | 2643 (3160) | 4237 (4558) | 5424 (4565) | 5272 (4310) | 2/15 |
| PSAaSmC-CMA-ES-Nishida | 11 (4) | 28 (7) | 457 (541) | 1624 (2925) | 2885 (3401) | 3743 (3585) | 3638 (1757) | 4/15 |
| PSAaSmD-CMA-ES-Nishida | 6.3 (2) | 135 (332) | 1435 (1644) | 3871 (3432) | 3801 (6305) | 3626 (7191) | 3523 (3395) | 4/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 19 (7) | 127 (172) | 900 (1907) | 8600 (1e4) | 1.2e4 (1e4) | ∞ | ∞5e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 14 (4) | 142 (211) | 1616 (1927) | 1.4e4 (3e4) | 1.2e4 (2e4) | 2.2e4 (3e4) | 2.0e4 (2e4) | 1/15 |
| PSAaSmC-CMA-ES-Nishida | 18 (7) | 78 (168) | 465 (539) | 1416 (1332) | 3151 (3351) | 2871 (2582) | 4391 (3011) | 4/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (8) | 142 (229) | 4204 (6955) | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.3 (0.9) | 4.4 (0.6) | 4.4 (0.5) | 4.8 (0.5) | 5.1 (0.4) | 4.8 (0.2) | 5.6 (0.2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 36 (0.3) | 81 (0.3) | 71 (474) | 68 (225) | 70 (16) | 53 (6) | 51 (0.2) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 5.1 (1.0) | 4.5 (2) | 5.0 (0.8) | 11 (0.4) | 11 (23) | 9.2 (17) | 10 (33) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 108 (224) | 222 (3) | 256 (531) | 291 (632) | 284 (446) | 279 (526) | 263 (382) | 12/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 11 (6) | 11 (3) | 3.3 (0.6) | 2.8 (0.4) | 2.6 (0.8) | 2.6 (0.3) | 2.7 (0.3) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 7.4 (3) | 25 (5) | 22 (101) | 19 (53) | 17 (9) | 15 (18) | 13 (6) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (4) | 10 (2) | 3.1 (0.7) | 2.7 (0.9) | 2.5 (0.2) | 2.4 (0.4) | 2.6 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 250 (7) | 341 (613) | 162 (236) | 159 (246) | 132 (222) | 106 (250) | 94 (250) | 13/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 22 (6) | 99 (152) | 175 (359) | 253 (589) | 416 (818) | 396 (324) | 438 (428) | 7/15 |
| PSAaLmD-CMA-ES-Nishida | 14 (4) | 192 (167) | 409 (1249) | 832 (1579) | 1224 (1377) | 1558 (1745) | 1359 (678) | 3/15 |
| PSAaSmC-CMA-ES-Nishida | 19 (4) | 11 (5) | 35 (6) | 122 (364) | 383 (551) | 376 (444) | 444 (740) | 6/15 |
| PSAaSmD-CMA-ES-Nishida | 169 (1) | 229 (583) | 566 (1359) | 690 (968) | 969 (2215) | 908 (1375) | 1000 (822) | 4/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.4 (2) | 9.0 (1.0) | 10 (0.6) | 10 (1) | 3.1 (0.1) | 3.2 (0.2) | 3.2 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.2 (2) | 6.4 (1.0) | 7.0 (0.4) | 7.2 (0.5) | 2.2 (0.1) | 2.2 (0.1) | 2.3 (0.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 7.2 (2) | 8.6 (2) | 10 (2) | 10 (0.6) | 3.1 (0.1) | 3.2 (0.2) | 3.1 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.2 (3) | 5.9 (2) | 6.5 (1) | 6.5 (0.7) | 13 (0.2) | 10 (0.1) | 8.5 (0.1) | 15/15 |
| Δ fopt f14, 5-D |
1e1 10 |
1e0 41 |
1e-1 58 |
1e-2 90 |
1e-3 139 |
1e-5 251 |
1e-7 476 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.8 (1) | 8.6 (3) | 11 (2) | 12 (3) | 12 (1) | 11 (2) | 8.7 (0.5) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.4 (4) | 4.5 (3) | 7.1 (1) | 7.3 (2) | 8.1 (1) | 7.8 (1) | 6.0 (0.5) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.8 (4) | 6.9 (4) | 10 (2) | 11 (2) | 11 (2) | 11 (0.9) | 8.1 (0.6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.0 (7) | 5.2 (2) | 7.2 (2) | 8.0 (1) | 7.6 (1.0) | 7.0 (0.8) | 5.1 (0.5)★2 | 15/15 |
| Δ fopt f15, 5-D |
1e1 511 |
1e0 9310 |
1e-1 19369 |
1e-2 19743 |
1e-3 20073 |
1e-5 20769 |
1e-7 21359 |
#succ 14/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.9 (3) | 2.2 (0.7) | 1.5 (0.6) | 1.4 (0.4) | 1.4 (1.0) | 1.4 (0.9) | 1.4 (0.4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 2.3 (0.7) | 2.5 (1) | 1.6 (0.4) | 1.6 (0.7) | 1.6 (0.6) | 1.5 (0.7) | 1.5 (0.5) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.7 (2) | 1.0 (0.7) | 0.71 (1.0) | 0.72 (0.3) | 0.73 (0.6) | 0.75 (0.6) | 0.76 (0.3) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.0 (4) | 0.88 (0.4) | 1.1 (1) | 1.1 (0.9) | 1.1 (1) | 1.1 (2) | 1.1 (0.9) | 15/15 |
| Δ fopt f16, 5-D |
1e1 120 |
1e0 612 |
1e-1 2662 |
1e-2 10163 |
1e-3 10449 |
1e-5 11644 |
1e-7 12095 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 1.9 (2) | 144 (192) | 104 (81) | 27 (44) | 27 (33) | 25 (48) | 24 (26) | 13/15 |
| PSAaLmD-CMA-ES-Nishida | 3.0 (3) | 155 (89) | 105 (257) | 28 (31) | 27 (41) | 24 (58) | 24 (43) | 11/15 |
| PSAaSmC-CMA-ES-Nishida | 3.1 (2) | 69 (40) | 36 (81) | 11 (15) | 12 (9) | 11 (9) | 11 (9) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 4.2 (3) | 49 (8) | 14 (4) | 5.5 (9) | 5.5 (3) | 5.5 (9) | 5.4 (6) | 15/15 |
| Δ fopt f17, 5-D |
1e1 5.0 |
1e0 215 |
1e-1 899 |
1e-2 2861 |
1e-3 3669 |
1e-5 6351 |
1e-7 7934 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 10 (20) | 2.9 (1) | 1.6 (0.3) | 1.0 (0.3) | 1.2 (0.1) | 1.2 (0.1) | 1.3 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 11 (13) | 2.1 (0.5) | 1.2 (0.6) | 0.76 (0.2) | 0.85 (0.1) | 0.85 (0.0) | 0.94 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (8) | 2.3 (0.7) | 1.5 (0.3) | 0.90 (0.1) | 1.0 (0.1) | 1.0 (0.1) | 1.2 (0.6) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 6.3 (13) | 1.7 (0.5) | 1.1 (1) | 0.62 (0.1)★ | 0.70 (0.1)★2 | 0.68 (0.1)★2 | 1.1 (0.1) | 15/15 |
| Δ fopt f18, 5-D |
1e1 103 |
1e0 378 |
1e-1 3968 |
1e-2 8451 |
1e-3 9280 |
1e-5 10905 |
1e-7 12469 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.3 (2) | 2.7 (1) | 0.89 (1) | 0.59 (0.1) | 0.70 (0.9) | 0.87 (0.4) | 0.98 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 1.6 (1) | 1.9 (0.5) | 1.1 (0.1) | 0.66 (0.1) | 0.71 (0.0) | 0.81 (0.9) | 0.88 (0.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.1 (2) | 2.8 (1) | 2.3 (3) | 1.3 (3) | 1.3 (1) | 1.3 (1) | 1.4 (1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.2 (2) | 2.2 (0.6) | 1.7 (4) | 0.88 (1.0) | 0.89 (2) | 1.0 (1) | 1.0 (0.7) | 15/15 |
| Δ fopt f19, 5-D |
1e1 1 |
1e0 1 |
1e-1 242 |
1e-2 1.0e5 |
1e-3 1.2e5 |
1e-5 1.2e5 |
1e-7 1.2e5 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 39 (68) | 1343 (982) | 220 (70) | 0.62 (0.2) | 0.69 (0.7) | 0.69 (0.1) | 0.69 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 25 (27) | 1277 (725) | 263 (330) | 0.78 (0.8) | 0.84 (0.6) | 0.84 (0.6) | 0.97 (0.8) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 24 (22) | 1736 (2181) | 100 (17) | 0.75 (0.8) | 1.5 (3) | 1.5 (3) | 1.5 (2) | 12/15 |
| PSAaSmD-CMA-ES-Nishida | 18 (8) | 1242 (833) | 284 (539) | 1.1 (1) | 1.9 (2) | 1.9 (2) | 2.0 (5) | 13/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.8 (6) | 14 (7) | 2.6 (3) | 2.1 (3) | 2.0 (2) | 2.0 (2) | 2.0 (2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.3 (6) | 13 (6) | 3.4 (4) | 2.6 (3) | 2.5 (3) | 2.5 (1) | 2.4 (3) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 7.6 (5) | 10 (12) | 12 (21) | 9.1 (10) | 8.6 (12) | 8.6 (5) | 8.5 (7) | 10/15 |
| PSAaSmD-CMA-ES-Nishida | 6.0 (5) | 6.7 (9) | 13 (25) | 10 (18) | 9.0 (11) | 9.0 (9) | 8.9 (12) | 10/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.2 (6) | 18 (13) | 23 (36) | 24 (37) | 23 (16) | 23 (18) | 23 (18) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 2.2 (2) | 14 (17) | 15 (16) | 15 (22) | 15 (16) | 15 (19) | 15 (20) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.3 (3) | 18 (30) | 18 (35) | 18 (17) | 18 (26) | 18 (11) | 18 (16) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.2 (2) | 13 (8) | 16 (6) | 16 (7) | 16 (41) | 16 (31) | 16 (39) | 15/15 |
| Δ fopt f22, 5-D |
1e1 71 |
1e0 386 |
1e-1 938 |
1e-2 980 |
1e-3 1008 |
1e-5 1040 |
1e-7 1068 |
#succ 14/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 13 (22) | 36 (105) | 125 (113) | 138 (124) | 134 (196) | 130 (190) | 127 (48) | 14/15 |
| PSAaLmD-CMA-ES-Nishida | 6.9 (17) | 49 (39) | 115 (101) | 113 (113) | 110 (302) | 107 (106) | 105 (295) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 3.2 (4) | 43 (55) | 124 (53) | 119 (218) | 115 (313) | 112 (72) | 110 (133) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 9.4 (2) | 62 (102) | 63 (48) | 72 (254) | 70 (42) | 68 (138) | 70 (64) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.3 (2) | 43 (42) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 3.0 (3) | 74 (48) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 1.7 (2) | 54 (34) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 1.9 (2) | 36 (45) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.8 (6) | 33 (19) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 3.7 (6) | 11 (16) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 4.1 (2) | 10 (6) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 4.7 (4) | 33 (45) | ∞ | ∞ | ∞ | ∞ | ∞5e5 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 12 (4) | 30 (8) | 60 (9) | 114 (15) | 180 (13) | 320 (16) | 462 (21) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 15 (6) | 31 (6) | 61 (13) | 116 (8) | 190 (18) | 322 (22) | 468 (34) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 16 (9) | 33 (11) | 63 (12) | 100 (11) | 158 (22) | 266 (16) | 368 (25) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 15 (3) | 29 (3) | 57 (7) | 105 (19) | 156 (12) | 259 (23) | 371 (18) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 30 (5) | 35 (3) | 39 (3) | 45 (2) | 52 (2) | 68 (5) | 84 (3) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 30 (2) | 35 (3) | 38 (3) | 43 (3) | 50 (3) | 66 (2) | 83 (4) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 27 (7) | 55 (172) | 86 (197) | 124 (186) | 128 (3) | 139 (96) | 159 (189) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 26 (5) | 30 (4) | 33 (5) | 36 (3) | 41 (4) | 51 (3)★ | 64 (3) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 73 (15) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 75 (7) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 27 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 27 (9) | 1294 (1595) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 22 (10) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 23 (13) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (9) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 29 (10) | 39 (8) | 41 (22) | 41 (6) | 41 (9) | 41 (20) | 41 (24) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 29 (9) | 42 (11) | 45 (17) | 45 (15) | 45 (11) | 45 (14) | 45 (12) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 28 (12) | 38 (14) | 40 (14) | 40 (11) | 40 (10) | 40 (16) | 40 (7) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 36 (22) | 50 (9) | 53 (24) | 53 (23) | 53 (25) | 53 (20) | 53 (29) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.8 (0.5) | 7.5 (0.6) | 8.3 (0.5) | 8.6 (0.5) | 8.6 (0.5) | 8.3 (0.3) | 8.3 (0.3) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 6.6 (0.5) | 7.6 (1) | 8.4 (0.4) | 8.8 (0.5) | 8.7 (0.4) | 8.4 (0.3) | 8.3 (0.4) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.7 (1.0) | 6.3 (0.6) | 6.7 (0.7) | 10 (13) | 9.5 (2) | 9.4 (7) | 8.7 (4) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 5.5 (0.5) | 6.2 (0.4) | 6.7 (0.8) | 6.8 (0.7) | 6.6 (0.4) | 8.1 (0.3) | 7.5 (0.2) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 5.5 (2) | 1.4 (0.4) | 0.84 (0.1) | 1.1 (0.2) | 1.1 (0.2) | 1.1 (0.1) | 1.1 (0.2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 6.1 (2) | 1.5 (0.5) | 0.87 (0.2) | 1.1 (0.2) | 1.1 (0.2) | 1.1 (0.1) | 1.1 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 4.9 (1) | 1.3 (0.3) | 0.73 (0.1) | 0.84 (0.1) | 0.86 (0.1) | 0.86 (0.1) | 0.87 (0.2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.9 (2) | 1.2 (0.5) | 0.73 (0.3) | 0.83 (0.1) | 0.85 (0.1) | 0.85 (0.1) | 0.89 (0.2) | 15/15 |
| Δ fopt f8, 10-D |
1e1 326 |
1e0 921 |
1e-1 1114 |
1e-2 1217 |
1e-3 1267 |
1e-5 1315 |
1e-7 1343 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 12 (0.8) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 12 (0.8) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 10 (1) | 7556 (7840) | 6249 (9081) | 1.2e4 (1e4) | 1.2e4 (1e4) | 1.1e4 (7357) | ∞1e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 20 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 20 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 16 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 16 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.0 (0.5) | 3.0 (0.2) | 3.0 (0.2) | 3.0 (0.1) | 3.5 (0.1) | 2.9 (0.1) | 3.4 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 2.9 (0.4) | 3.0 (0.2) | 3.0 (0.1) | 3.0 (0.2) | 3.5 (0.2) | 2.8 (0.1) | 3.4 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.6 (0.4) | 2.6 (0.3) | 2.7 (0.4) | 2.6 (0.3) | 2.8 (0.3) | 2.3 (0.1) | 2.7 (0.2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 2.7 (0.4) | 2.8 (0.2) | 20 (0.3) | 18 (0.5) | 18 (56) | 12 (69) | 12 (0.1) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 17 (3) | 5.0 (0.3) | 2.3 (0.4) | 2.3 (0.4) | 3.3 (4) | 3.5 (6) | 3.6 (5) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 16 (5) | 4.9 (1.0) | 2.2 (0.3) | 2.2 (0.1) | 2.3 (0.2) | 2.6 (0.2) | 2.9 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (2) | 4.1 (0.6) | 2.0 (0.4) | 2.0 (0.5) | 1.9 (0.2) | 2.8 (3) | 2.9 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 13 (3) | 4.7 (0.7) | 15 (100) | 14 (44) | 14 (1) | 17 (63) | 15 (29) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 15 (3) | 22 (1) | 30 (31) | 134 (470) | 357 (328) | 1148 (891) | 842 (719) | 3/15 |
| PSAaLmD-CMA-ES-Nishida | 16 (1) | 83 (230) | 344 (412) | 763 (799) | 2185 (4152) | 1952 (1681) | 2779 (2846) | 1/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (5) | 102 (334) | 123 (344) | 166 (168) | 406 (563) | 3885 (4649) | 2759 (3849) | 1/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (0.8) | 59 (189) | 94 (183) | 269 (225) | 952 (1206) | 3941 (5003) | 2799 (2222) | 1/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.9 (1.0) | 10 (1.0) | 11 (0.7) | 12 (0.3) | 3.4 (0.1) | 3.5 (0.1) | 3.6 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 8.6 (2) | 10 (1) | 12 (0.6) | 12 (0.6) | 3.4 (0.1) | 3.5 (0.1) | 3.6 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 6.9 (2) | 8.4 (0.6) | 9.2 (0.4) | 10 (0.4) | 2.6 (0.1) | 2.7 (0.1) | 2.8 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 7.2 (0.6) | 8.4 (0.5) | 9.3 (0.3) | 10 (0.3) | 2.6 (0.1) | 2.7 (0.1) | 2.8 (0.1) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.0 (4) | 11 (3) | 13 (3) | 15 (2) | 13 (1) | 13 (0.8) | 3.1 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 7.3 (4) | 11 (2) | 14 (2) | 16 (2) | 13 (2) | 14 (0.5) | 3.1 (0.2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.9 (3) | 9.2 (2) | 11 (2) | 12 (0.7) | 11 (0.9) | 11 (0.7) | 2.5 (0.1) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 8.4 (5) | 10 (3) | 13 (1) | 13 (2) | 11 (1.0) | 11 (0.8) | 2.5 (0.1) | 15/15 |
| Δ fopt f15, 10-D |
1e1 4774 |
1e0 39246 |
1e-1 73643 |
1e-2 74669 |
1e-3 75790 |
1e-5 77814 |
1e-7 79834 |
#succ 12/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 19 (10) | 4.9 (1) | 2.6 (0.4) | 2.6 (0.5) | 2.6 (0.6) | 2.6 (0.6) | 2.5 (0.5) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 20 (12) | 5.6 (0.2) | 3.0 (0.2) | 3.0 (0.2) | 3.0 (0.2) | 2.9 (0.3) | 2.9 (0.2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 9.3 (4) | 1.4 (0.4) | 0.77 (0.2) | 0.77 (0.3) | 0.78 (0.2) | 0.79 (0.2) | 0.80 (0.2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 10 (6) | 1.6 (1.0) | 1.1 (0.7) | 1.1 (0.7) | 1.1 (0.7) | 1.1 (0.8) | 1.1 (0.7) | 15/15 |
| Δ fopt f16, 10-D |
1e1 425 |
1e0 7029 |
1e-1 15779 |
1e-2 45669 |
1e-3 51151 |
1e-5 65798 |
1e-7 71570 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 74 (59) | 247 (206) | 111 (163) | 38 (64) | 34 (19) | 27 (25) | 25 (41) | 7/15 |
| PSAaLmD-CMA-ES-Nishida | 39 (57) | 233 (266) | 104 (193) | 36 (28) | 32 (38) | 25 (22) | 23 (6) | 7/15 |
| PSAaSmC-CMA-ES-Nishida | 46 (85) | 38 (94) | 17 (30) | 5.9 (14) | 5.3 (5) | 4.2 (9) | 3.9 (0.5) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 49 (67) | 37 (15) | 17 (13) | 5.8 (11) | 5.3 (6) | 4.2 (3) | 3.9 (4) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 6.5 (4) | 3.6 (0.8) | 1.9 (0.3) | 1.8 (0.2) | 1.7 (0.2) | 1.5 (0.1) | 1.6 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 6.5 (4) | 3.8 (0.8) | 2.2 (0.4) | 1.8 (0.2) | 1.7 (0.1) | 1.5 (0.1) | 1.6 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 5.6 (2) | 3.3 (0.9) | 1.7 (0.4) | 1.3 (0.1) | 1.2 (0.1) | 1.1 (0.1) | 1.1 (0.0) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.2 (6) | 3.3 (0.6) | 1.8 (0.5) | 1.3 (0.1) | 1.2 (0.1) | 1.1 (0.0) | 1.1 (0.0) | 15/15 |
| Δ fopt f18, 10-D |
1e1 238 |
1e0 836 |
1e-1 7012 |
1e-2 15928 |
1e-3 27536 |
1e-5 37234 |
1e-7 42708 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.1 (0.7) | 3.3 (0.4) | 1.3 (0.2) | 0.97 (0.1) | 0.78 (0.0) | 0.90 (0.1) | 1.1 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.8 (1) | 3.7 (0.8) | 1.2 (0.2) | 0.99 (0.1) | 1.1 (0.0) | 1.1 (0.0) | 1.3 (0.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.4 (2) | 3.1 (0.3) | 0.97 (0.1) | 0.71 (0.0) | 0.55 (0.0) | 0.66 (0.0) | 0.78 (0.0) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.4 (3) | 3.0 (0.8) | 0.94 (0.1) | 0.69 (0.0) | 0.53 (0.0) | 0.64 (0.0) | 0.75 (0.0)★ | 15/15 |
| Δ fopt f19, 10-D |
1e1 1 |
1e0 1 |
1e-1 10609 |
1e-2 9.8e5 |
1e-3 1.4e6 |
1e-5 1.4e6 |
1e-7 1.4e6 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 145 (94) | 1.5e5 (5e4) | 38 (5) | 0.42 (0.0) | 0.30 (0.0) | 0.30 (0.0) | 0.30 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 173 (94) | 1.8e5 (1e5) | 37 (3) | 0.41 (0.0) | 0.29 (0.0) | 0.29 (0.0) | 0.29 (0.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 91 (67) | 7.5e4 (5e4) | 13 (3) | 0.15 (0.0) | 0.22 (0.3) | 0.22 (0.4) | 0.22 (0.2) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 105 (104) | 7.6e4 (4e4) | 12 (3) | 0.18 (0.0) | 0.21 (0.4) | 0.22 (0.2) | 0.23 (0.1) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 15 (5) | 8.8 (4) | 3.8 (2) | 3.7 (5) | 3.6 (4) | 3.6 (3) | 3.5 (2) | 6/15 |
| PSAaLmD-CMA-ES-Nishida | 11 (4) | 10 (3) | 5.8 (6) | 5.7 (7) | 5.6 (5) | 5.5 (4) | 5.5 (5) | 4/15 |
| PSAaSmC-CMA-ES-Nishida | 12 (6) | 2.3 (1) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 10 (3) | 2.8 (0.6) | 27 (36) | 26 (26) | 26 (55) | 25 (29) | 25 (40) | 1/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 25 (72) | 37 (55) | 32 (7) | 31 (25) | 31 (39) | 28 (26) | 13 (4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 20 (2) | 79 (129) | 45 (21) | 44 (22) | 43 (18) | 39 (73) | 18 (53) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 13 (30) | 31 (25) | 31 (38) | 31 (29) | 30 (27) | 28 (31) | 12 (15) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 41 (33) | 47 (29) | 47 (79) | 46 (15) | 45 (27) | 41 (68) | 18 (50) | 14/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 210 (460) | 118 (165) | 271 (394) | 260 (146) | 253 (405) | 208 (251) | 167 (104) | 7/15 |
| PSAaLmD-CMA-ES-Nishida | 190 (1027) | 180 (357) | 245 (285) | 235 (216) | 229 (379) | 188 (108) | 151 (203) | 7/15 |
| PSAaSmC-CMA-ES-Nishida | 130 (77) | 137 (138) | 364 (467) | 349 (358) | 340 (481) | 279 (339) | 224 (317) | 5/15 |
| PSAaSmD-CMA-ES-Nishida | 122 (88) | 124 (357) | 683 (1115) | 655 (479) | 638 (377) | 523 (315) | 419 (459) | 3/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 2.0 (2) | 700 (744) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 2.3 (2) | 321 (162) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 3.0 (2) | 491 (371) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 1.8 (1) | 382 (209) | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 70 (30) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 143 (185) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞1e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 20 (3) | 51 (7) | 118 (24) | 306 (38) | 519 (31) | 951 (40) | 1375 (47) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 29 (9) | 64 (14) | 142 (29) | 323 (49) | 563 (29) | 1018 (28) | 1471 (26) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 19 (10) | 47 (16) | 105 (18) | 218 (38)★2 | 376 (48)★3 | 675 (15)★4 | 981 (34)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 25 (7) | 60 (9) | 138 (27) | 276 (37) | 455 (44) | 782 (29) | 1108 (18) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 66 (3) | 76 (8) | 89 (5) | 108 (6) | 132 (7) | 181 (8) | 226 (5) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 74 (7) | 86 (5) | 98 (6) | 118 (4) | 144 (7) | 195 (7) | 243 (5) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 45 (4)★4 | 52 (5)★3 | 59 (8)★3 | 69 (8)★4 | 82 (11)★3 | 114 (22)★3 | 146 (9)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 58 (5) | 66 (7) | 74 (5) | 85 (4) | 101 (9) | 138 (3) | 174 (5) | 15/15 |
| Δ fopt f3, 20-D |
1e1 5066 |
1e0 7626 |
1e-1 7635 |
1e-2 7637 |
1e-3 7643 |
1e-5 7646 |
1e-7 7651 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 847 (1382) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 635 (549) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 95 (54) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 102 (53) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 32 (6) | 40 (12) | 41 (11) | 41 (6) | 41 (11) | 41 (6) | 41 (8) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 50 (11) | 62 (13) | 64 (18) | 65 (9) | 65 (9) | 65 (10) | 65 (25) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 30 (7) | 39 (10) | 40 (9) | 40 (13) | 40 (15) | 40 (10) | 40 (15) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 49 (11) | 61 (15) | 63 (16) | 63 (21) | 63 (15) | 63 (18) | 63 (19) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 11 (1) | 10 (0.6) | 10 (0.5) | 10 (0.5) | 10 (0.5) | 11 (0.2) | 11 (0.4) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 14 (1) | 12 (0.6) | 12 (0.9) | 12 (0.5) | 12 (0.7) | 13 (0.1) | 13 (0.5) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 7.0 (0.6)★4 | 6.1 (0.7)★4 | 5.7 (0.5)★4 | 5.7 (0.7)★4 | 5.7 (0.2)★4 | 6.1 (0.4)★4 | 6.2 (0.5)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 10 (0.9) | 8.6 (0.6) | 8.0 (0.6) | 8.1 (0.6) | 8.1 (0.5) | 8.4 (0.4) | 8.5 (0.3) | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.0 (0.7) | 2.3 (0.3) | 1.6 (0.3) | 1.7 (0.1) | 1.7 (0.2) | 1.7 (0.1) | 1.7 (0.2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.7 (0.9) | 2.6 (0.5) | 1.7 (0.2) | 1.8 (0.3) | 1.9 (0.3) | 1.9 (0.2) | 1.9 (0.3) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.6 (0.8) | 1.7 (0.3)★ | 1.2 (0.1)★2 | 1.1 (0.2)★2 | 1.1 (0.1)★2 | 1.1 (0.2)★2 | 1.2 (0.2)★ | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.6 (0.4) | 2.6 (0.6) | 1.6 (0.3) | 1.3 (0.1) | 1.3 (0.1) | 1.3 (0.1) | 1.4 (0.1) | 15/15 |
| Δ fopt f8, 20-D |
1e1 2039 |
1e0 3871 |
1e-1 4040 |
1e-2 4148 |
1e-3 4219 |
1e-5 4371 |
1e-7 4484 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞★ | ∞★ | ∞★ | ∞★ | ∞★ | ∞★ | ∞2e6★ | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.3 (0.2) | 3.3 (0.2) | 3.1 (0.2) | 3.1 (0.1) | 3.4 (0.2) | 4.0 (0.2) | 5.1 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 3.9 (0.4) | 3.8 (0.1) | 3.6 (0.2) | 3.4 (0.1) | 3.8 (0.2) | 4.5 (0.1) | 5.5 (0.2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 2.3 (0.2)★4 | 2.3 (0.2)★4 | 2.1 (0.2)★4 | 2.0 (0.2)★4 | 2.2 (0.2)★3 | 2.7 (0.2)★4 | 3.4 (0.2)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 3.1 (0.3) | 3.0 (0.1) | 2.7 (0.1) | 2.5 (0.1) | 2.7 (0.2) | 3.2 (0.1) | 4.0 (0.1) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 16 (0.9) | 8.4 (0.7) | 3.4 (0.2) | 3.2 (0.2) | 3.8 (0.1) | 4.5 (0.2) | 5.0 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 19 (0.9) | 9.4 (0.7) | 3.8 (0.2) | 3.6 (0.2) | 4.1 (0.2) | 4.9 (0.2) | 5.3 (0.2) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (0.9)★4 | 5.4 (0.5)★4 | 2.2 (0.2)★4 | 2.0 (0.2)★4 | 2.3 (0.3)★3 | 2.8 (0.1)★4 | 3.2 (0.2)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 13 (0.5) | 6.8 (0.3) | 2.8 (0.1) | 2.4 (0.1) | 2.7 (0.2) | 3.3 (0.2) | 3.8 (0.1) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 38 (2) | 26 (1) | 27 (3) | 47 (124) | 210 (169) | 1184 (3034) | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 43 (4) | 29 (3) | 55 (100) | 139 (339) | 456 (1452) | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 27 (2)★4 | 18 (1)★4 | 18 (2)★ | 53 (50) | 753 (607) | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 33 (1) | 21 (1) | 22 (4) | 149 (237) | 656 (829) | ∞ | ∞2e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 24 (3) | 17 (1) | 19 (0.7) | 20 (0.4) | 4.7 (0.1) | 5.1 (0.1) | 5.3 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 28 (1) | 19 (0.6) | 21 (0.6) | 22 (0.3) | 5.1 (0.1) | 5.5 (0.1) | 5.7 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 18 (3)★3 | 12 (0.7)★3 | 13 (0.4)★4 | 14 (0.3)★4 | 3.3 (0.1)★4 | 3.6 (0.1)★4 | 3.7 (0.1)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 23 (2) | 14 (0.3) | 15 (0.5) | 16 (0.3) | 3.8 (0.0) | 4.0 (0.1) | 4.2 (0.0) | 15/15 |
| Δ fopt f14, 20-D |
1e1 75 |
1e0 239 |
1e-1 304 |
1e-2 451 |
1e-3 932 |
1e-5 1648 |
1e-7 15661 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 14 (8) | 15 (3) | 22 (4) | 32 (5) | 28 (3) | 30 (2) | 4.8 (0.2) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 17 (4) | 21 (2) | 26 (3) | 37 (7) | 31 (2) | 33 (1) | 5.1 (0.3) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 12 (7) | 12 (3) | 17 (3)★3 | 24 (3)★3 | 20 (1)★2 | 21 (0.9)★4 | 3.2 (0.1)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 17 (5) | 17 (4) | 23 (2) | 31 (6) | 23 (1) | 24 (1.0) | 3.7 (0.2) | 15/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.5 (4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 8.6 (6) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 10 (3) | 3.6 (0.8) | 1.7 (0.4) | 1.7 (0.4) | 1.7 (0.3) | 1.3 (0.2) | 1.3 (0.2) | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 11 (4) | 3.4 (0.5) | 1.6 (0.2) | 1.6 (0.2) | 1.6 (0.2) | 1.2 (0.1) | 1.2 (0.2) | 15/15 |
| Δ fopt f16, 20-D |
1e1 1384 |
1e0 27265 |
1e-1 77015 |
1e-2 1.4e5 |
1e-3 1.9e5 |
1e-5 2.0e5 |
1e-7 2.2e5 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 1.0e4 (6513) | 521 (404) | 185 (160) | 102 (50) | 76 (60) | 72 (49) | 65 (84) | 2/15 |
| PSAaSmD-CMA-ES-Nishida | 2.1e4 (4e4) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 7.1 (3) | 4.9 (0.9) | 4.9 (1) | 5.2 (0.2) | 3.1 (0.1) | 3.2 (0.1) | 3.3 (0.1) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 12 (8) | 6.1 (0.6) | 5.5 (1) | 5.6 (0.3) | 3.3 (0.1) | 3.4 (0.1) | 3.5 (0.1) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 8.2 (4) | 4.0 (0.7)★ | 3.9 (0.8) | 3.4 (0.2)★3 | 2.0 (0.1)★3 | 2.0 (0.1)★4 | 2.1 (0.0)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 12 (6) | 5.3 (0.8) | 4.3 (0.9) | 3.8 (0.2) | 2.2 (0.1) | 2.3 (0.1) | 2.3 (0.0) | 15/15 |
| Δ fopt f18, 20-D |
1e1 621 |
1e0 3972 |
1e-1 19561 |
1e-2 28555 |
1e-3 67569 |
1e-5 1.3e5 |
1e-7 1.5e5 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.4 (2) | 2.7 (0.5) | 2.6 (0.2) | 3.0 (0.1) | 1.8 (0.0) | 1.5 (0.0) | 2.0 (0.0) | 15/15 |
| PSAaLmD-CMA-ES-Nishida | 5.4 (1) | 3.2 (0.3) | 2.8 (0.2) | 3.3 (0.2) | 1.9 (0.0) | 1.6 (0.0) | 2.1 (0.0) | 15/15 |
| PSAaSmC-CMA-ES-Nishida | 3.3 (0.7) | 1.9 (0.3)★3 | 1.7 (0.1) | 2.0 (0.1)★2 | 1.2 (0.0)★3 | 0.99 (0.0)★4 | 1.2 (0.0)★4 | 15/15 |
| PSAaSmD-CMA-ES-Nishida | 4.8 (0.9) | 2.6 (0.4) | 1.9 (0.2) | 2.2 (0.1) | 1.3 (0.1) | 1.1 (0.0) | 1.3 (0.0) | 15/15 |
| Δ fopt f19, 20-D |
1e1 1 |
1e0 1 |
1e-1 3.4e5 |
1e-2 4.7e6 |
1e-3 6.2e6 |
1e-5 6.7e6 |
1e-7 6.7e6 |
#succ 15/15 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 408 (95) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 518 (205) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 351 (135) | 3.9e6 (3e6) | 13 (4) | 0.99 (1) | 0.74 (1.0) | 0.86 (0.5) | 1.1 (1) | 4/15 |
| PSAaSmD-CMA-ES-Nishida | 455 (107) | 1.6e6 (5e5) | 5.2 (6) | 0.51 (0.3) | 0.46 (0.5) | 0.48 (0.3) | 0.55 (0.7) | 7/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 15 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 22 (11) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 14 (8) | 8.9 (3) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 20 (13) | 9.2 (2) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 3.7 (4) | 188 (227) | 100 (115) | 99 (89) | 97 (56) | 92 (137) | 82 (178) | 11/15 |
| PSAaLmD-CMA-ES-Nishida | 129 (59) | 104 (90) | 53 (96) | 52 (27) | 51 (86) | 48 (74) | 43 (48) | 14/15 |
| PSAaSmC-CMA-ES-Nishida | 49 (103) | 120 (188) | 61 (85) | 60 (98) | 59 (50) | 55 (42) | 49 (102) | 14/15 |
| PSAaSmD-CMA-ES-Nishida | 61 (3) | 126 (248) | 73 (81) | 72 (77) | 71 (93) | 67 (95) | 60 (17) | 13/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 183 (301) | 171 (300) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 24 (2) | 285 (338) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 131 (253) | 145 (118) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 196 (207) | 177 (184) | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | 4.3 (5) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | 3.1 (3) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | 2.2 (1) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | 3.5 (2) | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 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 |
|---|---|---|---|---|---|---|---|---|
| PSAaLmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaLmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmC-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
| PSAaSmD-CMA-ES-Nishida | ∞ | ∞ | ∞ | ∞ | ∞ | ∞ | ∞2e6 | 0/15 |
Previous dimension | Dimension = 40 | First dimension
Average runtime (aRT in number of function evaluations) divided by the respective best aRT measured during BBOB-2009 in different dimensions. The aRT and in braces, as dispersion measure, the half difference between 10 and 90%-tile of bootstrapped run lengths appear for each algorithm and target, the corresponding reference aRT in the first row. The different target ∆f-values are shown in the top row. #succ is the number of trials that reached the (final) target fopt+ 10−8. The median number of conducted function evaluations is additionally given in italics, if the target in the last column was never reached. Entries, succeeded by a star, are statistically significantly better (according to the rank-sum test) when compared to all other algorithms of the table, with p = 0.05 or p = 10−k when the number k following the star is larger than 1, with Bonferroni correction by the number of functions (24). A ↓ indicates the same tested against the best algorithm from BBOB 2009. Best results are printed in bold.