Research Article
A Modified Three-Term Type CD Conjugate Gradient Algorithm for Unconstrained Optimization Problems
Table 2
The numerical results of Algorithms
1–3.
| No. | Dim | Algorithm 1 | Algorithm 2 | Algorithm 3 | NI | NFG | CPU time | NI | NFG | CPU time | NI | NFG | CPU time |
| 1 | 3000 | 7 | 41 | 0.484375 | 20 | 73 | 0.078125 | 16 | 65 | 0.109375 | 1 | 9000 | 13 | 89 | 0.328125 | 20 | 70 | 0.265625 | 16 | 62 | 0.28125 | 1 | 15000 | 7 | 41 | 0.203125 | 42 | 144 | 0.8125 | 20 | 85 | 0.5625 | 2 | 3000 | 169 | 1138 | 1.46875 | 83 | 260 | 0.328125 | 89 | 361 | 0.484375 | 2 | 9000 | 108 | 396 | 1.34375 | 91 | 286 | 0.875 | 89 | 298 | 0.890625 | 2 | 15000 | 125 | 590 | 2.765625 | 93 | 294 | 1.328125 | 95 | 306 | 1.453125 | 3 | 3000 | 9 | 49 | 0.03125 | 109 | 415 | 0.203125 | 32 | 106 | 0.0625 | 3 | 9000 | 5 | 26 | 0.078125 | 91 | 348 | 0.265625 | 6 | 29 | 0.015625 | 3 | 15000 | 5 | 26 | 0.015625 | 96 | 371 | 0.4375 | 9 | 50 | 0.078125 | 4 | 3000 | 43 | 200 | 0.203125 | 167 | 572 | 0.515625 | 29 | 104 | 0.109375 | 4 | 9000 | 21 | 91 | 0.203125 | 51 | 202 | 0.515625 | 29 | 109 | 0.21875 | 4 | 15000 | 21 | 91 | 0.359375 | 45 | 176 | 0.625 | 43 | 164 | 0.625 | 5 | 3000 | 2 | 14 | 0.015625 | 37 | 130 | 0.109375 | 88 | 367 | 0.6875 | 5 | 9000 | 41 | 128 | 0.296875 | 36 | 125 | 0.28125 | 29 | 109 | 0.71875 | 5 | 15000 | 3 | 26 | 0.046875 | 38 | 131 | 0.421875 | 53 | 171 | 0.734375 | 6 | 3000 | 92 | 327 | 0.171875 | 113 | 358 | 0.15625 | 124 | 391 | 0.3125 | 6 | 9000 | 104 | 340 | 0.390625 | 133 | 420 | 0.40625 | 144 | 453 | 0.5625 | 6 | 15000 | 116 | 370 | 0.65625 | 151 | 474 | 0.640625 | 145 | 466 | 0.765625 | 7 | 3000 | 423 | 4746 | 2.40625 | 968 | 3023 | 1.203125 | 1000 | 3041 | 1.265625 | 7 | 9000 | 102 | 373 | 0.359375 | 1000 | 3075 | 2.453125 | 1000 | 3062 | 3.09375 | 7 | 15000 | 272 | 987 | 1.578125 | 214 | 718 | 0.921875 | 1000 | 3046 | 4.296875 | 8 | 3000 | 18 | 65 | 0.046875 | 23 | 74 | 0.03125 | 25 | 79 | 0.046875 | 8 | 9000 | 17 | 62 | 0.078125 | 23 | 74 | 0.09375 | 25 | 79 | 0.109375 | 8 | 15000 | 17 | 62 | 0.15625 | 23 | 74 | 0.125 | 25 | 79 | 0.171875 | 9 | 3000 | 19 | 65 | 0.03125 | 9 | 28 | 0.015625 | 3 | 25 | 0.03125 | 9 | 9000 | 3 | 26 | 0.046875 | 9 | 28 | 0.046875 | 23 | 100 | 0.09375 | 9 | 15000 | 3 | 26 | 0.046875 | 9 | 28 | 0.03125 | 24 | 110 | 0.234375 | 10 | 3000 | 2 | 14 | 0.015625 | 2 | 14 | 0.015625 | 2 | 14 | 0 | 10 | 9000 | 2 | 14 | 0 | 2 | 14 | 0 | 2 | 14 | 0 | 10 | 15000 | 2 | 14 | 0.03125 | 2 | 14 | 0.015625 | 2 | 14 | 0.03125 | 11 | 3000 | 3 | 19 | 0.03125 | 75 | 263 | 0.140625 | 4 | 21 | 0 | 11 | 9000 | 3 | 19 | 0.03125 | 175 | 593 | 0.828125 | 6 | 36 | 0.0625 | 11 | 15000 | 3 | 19 | 0.140625 | 22 | 88 | 0.140625 | 7 | 37 | 0.078125 | 12 | 3000 | 17 | 57 | 0.03125 | 15 | 46 | 0.0625 | 17 | 55 | 0.046875 | 12 | 9000 | 16 | 54 | 0.125 | 16 | 49 | 0.09375 | 17 | 56 | 0.1875 | 12 | 15000 | 16 | 54 | 0.125 | 16 | 49 | 0.109375 | 17 | 56 | 0.15625 | 13 | 3000 | 2 | 14 | 0 | 23 | 138 | 0.078125 | 2 | 14 | 0.03125 | 13 | 9000 | 2 | 14 | 0.03125 | 3 | 18 | 0.046875 | 2 | 14 | 0 | 13 | 15000 | 2 | 14 | 0.015625 | 2 | 14 | 0.015625 | 2 | 14 | 0.0625 | 14 | 3000 | 18 | 85 | 0.5625 | 8 | 27 | 0.15625 | 37 | 169 | 1.0625 | 14 | 9000 | 7 | 39 | 0.796875 | 4 | 14 | 0.21875 | 45 | 274 | 4.890625 | 14 | 15000 | 7 | 41 | 1.296875 | 4 | 14 | 0.359375 | 50 | 343 | 9.75 | 15 | 3000 | 17 | 59 | 0.484375 | 52 | 177 | 1.046875 | 33 | 175 | 0.796875 | 15 | 9000 | 25 | 83 | 1.328125 | 50 | 169 | 2.65625 | 33 | 175 | 2.359375 | 15 | 15000 | 29 | 95 | 2.5625 | 41 | 138 | 3.578125 | 33 | 175 | 3.796875 | 16 | 3000 | 3 | 16 | 0 | 13 | 40 | 0.03125 | 40 | 151 | 0.109375 | 16 | 9000 | 8 | 23 | 0.046875 | 17 | 52 | 0.0625 | 24 | 73 | 0.09375 | 16 | 15000 | 17 | 59 | 0.15625 | 15 | 46 | 0.09375 | 27 | 82 | 0.171875 | 17 | 3000 | 2 | 14 | 0.015625 | 40 | 122 | 0.1875 | 53 | 164 | 0.234375 | 17 | 9000 | 36 | 148 | 0.578125 | 35 | 107 | 0.375 | 47 | 149 | 0.546875 | 17 | 15000 | 5 | 42 | 0.15625 | 27 | 83 | 0.546875 | 49 | 155 | 1.078125 | 18 | 3000 | 36 | 163 | 0.078125 | 3 | 12 | 0 | 384 | 4591 | 1.875 | 18 | 9000 | 40 | 229 | 0.15625 | 3 | 12 | 0.046875 | 391 | 4675 | 3.65625 | 18 | 15000 | 51 | 325 | 0.359375 | 3 | 12 | 0 | 394 | 4711 | 5.421875 | 19 | 3000 | 4 | 30 | 0.015625 | 3 | 11 | 0.015625 | 2 | 14 | 0 | 19 | 9000 | 4 | 39 | 0.078125 | 3 | 11 | 0 | 2 | 14 | 0.015625 | 19 | 15000 | 4 | 39 | 0.09375 | 3 | 11 | 0.046875 | 2 | 14 | 0.015625 | 20 | 3000 | 38 | 134 | 0.09375 | 22 | 70 | 0.03125 | 3 | 18 | 0 | 20 | 9000 | 40 | 142 | 0.15625 | 30 | 94 | 0.0625 | 3 | 18 | 0.015625 | 20 | 15000 | 40 | 137 | 0.1875 | 38 | 118 | 0.125 | 3 | 18 | 0.046875 | 21 | 3000 | 21 | 64 | 0.046875 | 38 | 121 | 0.09375 | 27 | 103 | 0.125 | 21 | 9000 | 21 | 64 | 0.265625 | 38 | 121 | 0.21875 | 27 | 103 | 0.1875 | 21 | 15000 | 21 | 64 | 0.1875 | 38 | 121 | 0.296875 | 26 | 92 | 0.234375 | 22 | 3000 | 2 | 14 | 0.015625 | 6 | 35 | 0.0625 | 6 | 28 | 0.09375 | 22 | 9000 | 2 | 14 | 0.046875 | 6 | 35 | 0.15625 | 6 | 28 | 0.171875 | 22 | 15000 | 2 | 14 | 0.09375 | 6 | 35 | 0.328125 | 6 | 28 | 0.515625 | 23 | 3000 | 23 | 109 | 0.078125 | 180 | 610 | 0.546875 | 20 | 71 | 0.09375 | 23 | 9000 | 23 | 109 | 0.28125 | 190 | 657 | 1.5 | 1000 | 3003 | 7.625 | 23 | 15000 | 23 | 109 | 0.359375 | 206 | 707 | 2.734375 | 1000 | 3003 | 11.65625 | 24 | 3000 | 9 | 44 | 0.015625 | 50 | 191 | 0.109375 | 6 | 68 | 0.015625 | 24 | 9000 | 9 | 44 | 0.125 | 25 | 107 | 0.125 | 6 | 69 | 0.125 | 24 | 15000 | 9 | 44 | 0.125 | 31 | 129 | 0.25 | 6 | 69 | 0.15625 | 25 | 3000 | 6 | 27 | 0 | 18 | 53 | 0.046875 | 33 | 98 | 0.046875 | 25 | 9000 | 9 | 35 | 0.078125 | 28 | 83 | 0.046875 | 51 | 165 | 0.171875 | 25 | 15000 | 6 | 26 | 0.0625 | 34 | 101 | 0.09375 | 15 | 69 | 0.078125 | 26 | 3000 | 86 | 273 | 0.28125 | 96 | 305 | 0.171875 | 95 | 304 | 0.15625 | 26 | 9000 | 103 | 351 | 0.59375 | 107 | 338 | 0.453125 | 94 | 301 | 0.40625 | 26 | 15000 | 96 | 402 | 1.03125 | 98 | 313 | 0.671875 | 95 | 304 | 0.640625 | 27 | 3000 | 244 | 2809 | 1.625 | 22 | 94 | 0.03125 | 29 | 119 | 0.046875 | 27 | 9000 | 195 | 2290 | 2.40625 | 64 | 256 | 0.203125 | 1000 | 3004 | 3.25 | 27 | 15000 | 946 | 3784 | 5.984375 | 50 | 211 | 0.296875 | 21 | 80 | 0.078125 | 28 | 3000 | 9 | 46 | 0.03125 | 44 | 151 | 0.09375 | 36 | 126 | 0.078125 | 28 | 9000 | 9 | 46 | 0.0625 | 50 | 178 | 0.15625 | 36 | 123 | 0.09375 | 28 | 15000 | 9 | 46 | 0.078125 | 37 | 124 | 0.171875 | 34 | 125 | 0.203125 | 29 | 3000 | 3 | 18 | 0 | 4 | 25 | 0 | 4 | 24 | 0.046875 | 29 | 9000 | 3 | 18 | 0 | 4 | 24 | 0 | 4 | 24 | 0.046875 | 29 | 15000 | 3 | 18 | 0.03125 | 4 | 32 | 0.03125 | 4 | 24 | 0.03125 | 30 | 3000 | 135 | 1388 | 0.609375 | 1000 | 3063 | 0.921875 | 1000 | 3013 | 1.125 | 30 | 9000 | 591 | 4199 | 4.0625 | 1000 | 3066 | 1.9375 | 1000 | 3013 | 2.328125 | 30 | 15000 | 107 | 394 | 0.421875 | 1000 | 3083 | 2.609375 | 1000 | 3013 | 3.359375 | 31 | 3000 | 32 | 108 | 0.078125 | 40 | 125 | 0.0625 | 44 | 139 | 0.0625 | 31 | 9000 | 31 | 98 | 0.09375 | 43 | 136 | 0.109375 | 45 | 142 | 0.125 | 31 | 15000 | 33 | 104 | 0.1875 | 44 | 139 | 0.21875 | 48 | 151 | 0.25 | 32 | 3000 | 31 | 94 | 0.078125 | 33 | 102 | 0.046875 | 50 | 153 | 0.078125 | 32 | 9000 | 27 | 84 | 0.140625 | 64 | 195 | 0.328125 | 41 | 128 | 0.234375 | 32 | 15000 | 29 | 90 | 0.265625 | 45 | 140 | 0.3125 | 46 | 143 | 0.34375 | 33 | 3000 | 4 | 13 | 0 | 4 | 12 | 0 | 3 | 9 | 0 | 33 | 9000 | 2 | 6 | 0.046875 | 2 | 6 | 0 | 2 | 6 | 0 | 33 | 15000 | 2 | 6 | 0 | 2 | 6 | 0 | 2 | 6 | 0.015625 | 34 | 3000 | 4 | 12 | 0.03125 | 4 | 11 | 0 | 3 | 16 | 0 | 34 | 9000 | 4 | 12 | 0.015625 | 5 | 14 | 0.015625 | 7 | 20 | 0.03125 | 34 | 15000 | 4 | 12 | 0.015625 | 6 | 17 | 0.03125 | 9 | 26 | 0.09375 | 35 | 3000 | 3 | 17 | 0.015625 | 8 | 23 | 0.03125 | 14 | 41 | 0.03125 | 35 | 9000 | 3 | 17 | 0.03125 | 12 | 35 | 0.03125 | 21 | 62 | 0.09375 | 35 | 15000 | 5 | 14 | 0.03125 | 15 | 44 | 0.078125 | 25 | 74 | 0.140625 | 36 | 3000 | 88 | 344 | 1.75 | 20 | 81 | 0.359375 | 7 | 38 | 0.203125 | 36 | 9000 | 35 | 149 | 2.125 | 17 | 69 | 0.875 | 7 | 38 | 0.453125 | 36 | 15000 | 94 | 394 | 9 | 33 | 123 | 2.796875 | 7 | 38 | 0.84375 | 37 | 3000 | 380 | 1413 | 0.734375 | 1000 | 3111 | 1.328125 | 23 | 85 | 0.046875 | 37 | 9000 | 321 | 1183 | 1.375 | 344 | 1155 | 1.109375 | 1000 | 3013 | 3.671875 | 37 | 15000 | 1000 | 3686 | 6.40625 | 1000 | 3078 | 4.375 | 1000 | 3005 | 4.90625 | 38 | 3000 | 94 | 374 | 0.1875 | 9 | 30 | 0.015625 | 5 | 19 | 0.03125 | 38 | 9000 | 215 | 858 | 1 | 22 | 74 | 0.046875 | 4 | 14 | 0.03125 | 38 | 15000 | 294 | 1173 | 2.125 | 17 | 57 | 0.078125 | 4 | 14 | 0.046875 | 39 | 3000 | 6 | 18 | 0 | 18 | 53 | 0.015625 | 38 | 113 | 0.046875 | 39 | 9000 | 6 | 18 | 0.03125 | 19 | 56 | 0.03125 | 41 | 122 | 0.109375 | 39 | 15000 | 6 | 18 | 0.0625 | 20 | 59 | 0.09375 | 43 | 128 | 0.1875 | 40 | 3000 | 59 | 234 | 0.40625 | 1000 | 3116 | 6.046875 | 3 | 19 | 0.046875 | 40 | 9000 | 3 | 18 | 0.0625 | 1000 | 3109 | 16.03125 | 3 | 17 | 0.046875 | 40 | 15000 | 3 | 17 | 0.078125 | 1000 | 3102 | 25.765625 | 3 | 17 | 0.078125 | 41 | 3000 | 16 | 96 | 0.0625 | 28 | 98 | 0.03125 | 16 | 60 | 0.046875 | 41 | 9000 | 23 | 139 | 0.125 | 23 | 78 | 0.0625 | 16 | 60 | 0.0625 | 41 | 15000 | 34 | 242 | 0.34375 | 19 | 66 | 0.078125 | 16 | 60 | 0.078125 | 42 | 3000 | 6 | 47 | 0.015625 | 4 | 28 | 0 | 6 | 42 | 0.03125 | 42 | 9000 | 6 | 47 | 0.078125 | 4 | 28 | 0.046875 | 6 | 42 | 0.03125 | 42 | 15000 | 7 | 60 | 0.125 | 4 | 28 | 0.0625 | 6 | 42 | 0.0625 | 43 | 3000 | 21 | 188 | 0.296875 | 19 | 60 | 0.21875 | 58 | 186 | 0.421875 | 43 | 9000 | 2 | 14 | 0.0625 | 20 | 63 | 0.359375 | 68 | 216 | 1.234375 | 43 | 15000 | 24 | 81 | 0.765625 | 20 | 63 | 0.59375 | 72 | 228 | 2.3125 | 44 | 3000 | 2 | 14 | 0.015625 | 27 | 84 | 0.203125 | 66 | 216 | 0.4375 | 44 | 9000 | 2 | 14 | 0.046875 | 28 | 87 | 0.5 | 75 | 241 | 1.328125 | 44 | 15000 | 2 | 14 | 0.078125 | 28 | 87 | 0.78125 | 77 | 247 | 2.3125 | 45 | 3000 | 13 | 40 | 0.09375 | 43 | 132 | 0.28125 | 75 | 228 | 0.515625 | 45 | 9000 | 13 | 40 | 0.328125 | 45 | 138 | 0.8125 | 79 | 240 | 1.484375 | 45 | 15000 | 13 | 40 | 0.375 | 46 | 141 | 1.34375 | 81 | 246 | 2.28125 | 46 | 3000 | 86 | 663 | 0.96875 | 60 | 194 | 0.40625 | 24 | 149 | 0.28125 | 46 | 9000 | 2 | 14 | 0.046875 | 153 | 510 | 2.90625 | 178 | 1091 | 5.453125 | 46 | 15000 | 2 | 14 | 0.078125 | 154 | 519 | 4.703125 | 200 | 1355 | 10.203125 | 47 | 3000 | 76 | 230 | 13.859375 | 76 | 229 | 13.515625 | 20 | 71 | 3.71875 | 47 | 9000 | 55 | 188 | 92.234375 | 34 | 111 | 53.96875 | 11 | 45 | 17.125 | 47 | 15000 | 82 | 304 | 397.6875 | 86 | 276 | 382.3125 | 92 | 306 | 416.421875 | 48 | 3000 | 12 | 52 | 0.09375 | 30 | 97 | 0.140625 | 23 | 82 | 0.109375 | 48 | 9000 | 119 | 665 | 2.71875 | 35 | 115 | 0.4375 | 37 | 133 | 0.5 | 48 | 15000 | 177 | 1485 | 8.859375 | 33 | 109 | 0.6875 | 126 | 383 | 2.546875 | 49 | 3000 | 516 | 5422 | 2.796875 | 1000 | 3093 | 0.890625 | 1000 | 3013 | 1.09375 | 49 | 9000 | 153 | 560 | 0.5 | 1000 | 3171 | 1.9375 | 1000 | 3013 | 2.390625 | 49 | 15000 | 487 | 1800 | 2.109375 | 1000 | 3072 | 2.890625 | 1000 | 3013 | 3.453125 | 50 | 3000 | 194 | 1609 | 8.40625 | 1000 | 3025 | 14.765625 | 1000 | 3013 | 15.203125 | 50 | 9000 | 320 | 3100 | 43 | 169 | 560 | 8.484375 | 1000 | 3013 | 42.484375 | 50 | 15000 | 241 | 888 | 20.484375 | 1000 | 3107 | 71.375 | 1000 | 3013 | 70.25 | 51 | 3000 | 49 | 218 | 0.28125 | 16 | 49 | 0.078125 | 28 | 85 | 0.125 | 51 | 9000 | 2 | 14 | 0.03125 | 15 | 46 | 0.171875 | 28 | 85 | 0.28125 | 51 | 15000 | 2 | 14 | 0.078125 | 15 | 46 | 0.234375 | 28 | 85 | 0.46875 | 52 | 3000 | 149 | 474 | 0.421875 | 173 | 548 | 0.46875 | 182 | 575 | 0.453125 | 52 | 9000 | 170 | 541 | 1.140625 | 192 | 607 | 1.15625 | 206 | 649 | 1.28125 | 52 | 15000 | 178 | 565 | 2.046875 | 201 | 636 | 2.03125 | 215 | 678 | 1.984375 | 53 | 3000 | 3 | 26 | 0.03125 | 441 | 1487 | 0.453125 | 3 | 26 | 0.046875 | 53 | 9000 | 3 | 27 | 0.015625 | 430 | 1444 | 1.03125 | 56 | 193 | 0.140625 | 53 | 15000 | 2 | 14 | 0.03125 | 1000 | 3078 | 3.46875 | 2 | 14 | 0.015625 | 54 | 3000 | 381 | 1403 | 0.765625 | 21 | 93 | 0.03125 | 3 | 18 | 0.046875 | 54 | 9000 | 48 | 185 | 0.203125 | 98 | 354 | 0.3125 | 3 | 18 | 0.03125 | 54 | 15000 | 1000 | 3978 | 7 | 65 | 238 | 0.390625 | 3 | 18 | 0.015625 | 55 | 3000 | 19 | 65 | 0.109375 | 14 | 43 | 0.046875 | 3 | 25 | 0.0625 | 55 | 9000 | 3 | 26 | 0.09375 | 15 | 46 | 0.171875 | 23 | 100 | 0.390625 | 55 | 15000 | 3 | 26 | 0.140625 | 15 | 46 | 0.34375 | 23 | 104 | 0.75 | 56 | 3000 | 3 | 16 | 0 | 1000 | 3125 | 0.984375 | 1000 | 2999 | 1.0625 | 56 | 9000 | 3 | 16 | 0.046875 | 1000 | 3151 | 2.078125 | 1000 | 2999 | 2.1875 | 56 | 15000 | 3 | 16 | 0.015625 | 1000 | 3125 | 3.359375 | 1000 | 2999 | 3.71875 | 57 | 3000 | 2 | 14 | 0.015625 | 71 | 226 | 0.5 | 137 | 1398 | 2.203125 | 57 | 9000 | 2 | 14 | 0.046875 | 67 | 211 | 1.234375 | 102 | 602 | 3.046875 | 57 | 15000 | 2 | 14 | 0.078125 | 69 | 221 | 1.984375 | 210 | 1546 | 10.84375 | 58 | 3000 | 13 | 40 | 0.09375 | 109 | 358 | 0.796875 | 584 | 1985 | 3.921875 | 58 | 9000 | 13 | 40 | 0.21875 | 119 | 398 | 2.234375 | 22 | 88 | 0.453125 | 58 | 15000 | 13 | 40 | 0.390625 | 149 | 490 | 4.65625 | 22 | 88 | 0.6875 | 59 | 3000 | 3 | 18 | 0.015625 | 48 | 170 | 0.34375 | 189 | 2038 | 3.140625 | 59 | 9000 | 3 | 18 | 0.09375 | 46 | 163 | 0.875 | 239 | 2683 | 10.328125 | 59 | 15000 | 3 | 18 | 0.09375 | 54 | 187 | 1.71875 | 256 | 2912 | 17.8125 | 60 | 3000 | 44 | 377 | 1 | 110 | 357 | 0.734375 | 80 | 466 | 0.859375 | 60 | 9000 | 2 | 14 | 0.046875 | 184 | 619 | 3.515625 | 97 | 743 | 3.453125 | 60 | 15000 | 2 | 14 | 0.078125 | 184 | 624 | 5.859375 | 104 | 1000 | 6.4375 | 61 | 3000 | 2 | 14 | 0.015625 | 73 | 236 | 0.515625 | 175 | 1891 | 2.875 | 61 | 9000 | 2 | 14 | 0.046875 | 78 | 255 | 1.453125 | 188 | 1193 | 5.796875 | 61 | 15000 | 2 | 14 | 0.109375 | 69 | 229 | 2.03125 | 114 | 649 | 4.96875 | 62 | 3000 | 3 | 18 | 0.015625 | 86 | 280 | 0.625 | 27 | 103 | 0.1875 | 62 | 9000 | 3 | 18 | 0.078125 | 71 | 240 | 1.28125 | 126 | 702 | 3.609375 | 62 | 15000 | 3 | 18 | 0.078125 | 47 | 160 | 1.390625 | 75 | 415 | 3.25 | 63 | 3000 | 15 | 46 | 0.15625 | 139 | 455 | 1 | 157 | 627 | 1.1875 | 63 | 9000 | 15 | 46 | 0.265625 | 252 | 818 | 4.734375 | 72 | 309 | 1.515625 | 63 | 15000 | 15 | 46 | 0.453125 | 221 | 742 | 6.953125 | 87 | 363 | 3.046875 | 64 | 3000 | 18 | 55 | 0.140625 | 73 | 222 | 0.4375 | 24 | 86 | 0.1875 | 64 | 9000 | 18 | 55 | 0.34375 | 77 | 234 | 1.328125 | 24 | 86 | 0.484375 | 64 | 15000 | 18 | 55 | 0.578125 | 79 | 240 | 2.328125 | 24 | 86 | 0.859375 | 65 | 3000 | 3 | 19 | 0.109375 | 31 | 94 | 0.515625 | 33 | 102 | 0.578125 | 65 | 9000 | 3 | 19 | 0.515625 | 30 | 91 | 1.4375 | 31 | 96 | 1.5 | 65 | 15000 | 3 | 19 | 0.6875 | 30 | 91 | 2.484375 | 31 | 96 | 2.484375 | 66 | 3000 | 6 | 30 | 0.203125 | 4 | 21 | 0.078125 | 4 | 19 | 0.078125 | 66 | 9000 | 6 | 30 | 0.5 | 4 | 21 | 0.234375 | 4 | 19 | 0.265625 | 66 | 15000 | 120 | 479 | 11.015625 | 4 | 21 | 0.453125 | 4 | 19 | 0.375 | 67 | 3000 | 10 | 64 | 0.09375 | 7 | 69 | 0.03125 | 11 | 72 | 0.046875 | 67 | 9000 | 7 | 42 | 0.046875 | 38 | 258 | 0.796875 | 11 | 69 | 0.15625 | 67 | 15000 | 22 | 136 | 0.890625 | 24 | 170 | 0.71875 | 11 | 67 | 0.234375 | 68 | 3000 | 24 | 80 | 0.078125 | 22 | 67 | 0.03125 | 44 | 491 | 0.328125 | 68 | 9000 | 2 | 14 | 0 | 23 | 70 | 0.046875 | 2 | 14 | 0.03125 | 68 | 15000 | 2 | 14 | 0.0625 | 23 | 70 | 0.078125 | 2 | 14 | 0.03125 | 69 | 3000 | 5 | 33 | 0 | 53 | 163 | 0.109375 | 28 | 88 | 0.0625 | 69 | 9000 | 5 | 33 | 0.046875 | 51 | 157 | 0.21875 | 20 | 71 | 0.140625 | 69 | 15000 | 5 | 33 | 0.046875 | 51 | 157 | 0.359375 | 20 | 71 | 0.171875 | 70 | 3000 | 66 | 277 | 1.125 | 43 | 167 | 0.671875 | 13 | 70 | 0.203125 | 70 | 9000 | 10 | 45 | 0.5 | 21 | 90 | 1.03125 | 15 | 77 | 0.71875 | 70 | 15000 | 68 | 245 | 4.96875 | 9 | 34 | 0.59375 | 25 | 98 | 2.03125 | 71 | 3000 | 3 | 16 | 0 | 42 | 133 | 0.046875 | 3 | 16 | 0.046875 | 71 | 9000 | 3 | 16 | 0.015625 | 42 | 133 | 0.0625 | 3 | 16 | 0 | 71 | 15000 | 3 | 16 | 0.015625 | 42 | 133 | 0.125 | 3 | 16 | 0.046875 | 72 | 3000 | 206 | 765 | 41.4375 | 163 | 583 | 31.453125 | 15 | 60 | 2.78125 | 72 | 9000 | 1000 | 3694 | 1734.984375 | 1000 | 3036 | 1571.609375 | 15 | 60 | 24.125 | 72 | 15000 | 1000 | 3611 | 4739.8125 | 163 | 568 | 751.625 | 15 | 60 | 66.703125 | 73 | 3000 | 562 | 6118 | 2.671875 | 320 | 1055 | 0.28125 | 1000 | 3017 | 0.984375 | 73 | 9000 | 1000 | 9069 | 8.703125 | 1000 | 3048 | 1.90625 | 1000 | 3017 | 2.375 | 73 | 15000 | 798 | 5688 | 6.53125 | 1000 | 3041 | 2.71875 | 1000 | 3017 | 3.078125 |
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