Research Article
Simulating the Stress-Strain Relationship of Geomaterials by Support Vector Machine
Table 1
The data for training SVM.
| ā | (kPa) | (kPa) | | | | | |
| 1 | 137.8 | 0 | 0.88900 | 0.00000 | 0.00000 | 0.00160 | 0.00481 | 2 | 141.4 | 10.8 | 0.87991 | 0.00481 | 0.00160 | 0.00424 | 0.01044 | 3 | 145 | 21.6 | 0.86933 | 0.01044 | 0.00424 | 0.00804 | 0.01674 | 4 | 148.6 | 32.4 | 0.85756 | 0.01674 | 0.00804 | 0.01314 | 0.02357 | 5 | 152.2 | 43.2 | 0.84487 | 0.02357 | 0.01314 | 0.01960 | 0.03080 | 6 | 155.8 | 54 | 0.83153 | 0.03080 | 0.01960 | 0.02753 | 0.03833 | 7 | 159.4 | 64.8 | 0.81774 | 0.03833 | 0.02753 | 0.03700 | 0.04606 | 8 | 163 | 75.6 | 0.80369 | 0.04606 | 0.03700 | 0.04814 | 0.05391 | 9 | 166.6 | 86.4 | 0.78953 | 0.05391 | 0.04814 | 0.06110 | 0.06181 | 10 | 170.2 | 97.2 | 0.77538 | 0.06181 | 0.06110 | 0.07611 | 0.06973 | 11 | 173.8 | 108 | 0.76133 | 0.06973 | 0.07611 | 0.09346 | 0.07761 | 12 | 177.4 | 118.8 | 0.74745 | 0.07761 | 0.09346 | 0.11359 | 0.08543 | 13 | 181 | 129.6 | 0.73378 | 0.08543 | 0.11359 | 0.13716 | 0.09317 | 14 | 184.6 | 140.4 | 0.72036 | 0.09317 | 0.13716 | 0.16513 | 0.10081 | 15 | 188.2 | 151.2 | 0.70723 | 0.10081 | 0.16513 | 0.19911 | 0.10833 | 16 | 191.8 | 162 | 0.69438 | 0.10833 | 0.19911 | 0.24183 | 0.11574 | 17 | 195.4 | 172.8 | 0.68183 | 0.11574 | 0.24183 | 0.29872 | 0.12302 | 18 | 199 | 183.6 | 0.66959 | 0.12302 | 0.29872 | 0.38282 | 0.13017 | 19 | 202.6 | 194.4 | 0.65764 | 0.13017 | 0.38282 | 0.54161 | 0.13719 |
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