Research Article
Evaluation of Induced Settlements of Piled Rafts in the Coupled Static-Dynamic Loads Using Neural Networks and Evolutionary Polynomial Regression
Table 2
Parametric study on the whole affecting parameters for combined static-dynamic loading condition.
| Number of piles | (m) | | | (kPa) | (cm) | Mean: 16.67 | Mean: 0.4 | Mean: 5 | Mean: 23 | Mean: 75 | Mean: 6.67 | Std. Dev.: 6.57 | Std. Dev.: 0.1 | Std. Dev.: 0.82 | Std. Dev.: 5.94 | Std. Dev.: 15.05 | Std. Dev.: 2.21 |
| 9 | 0.3 | 4 | 16 | 90 | 10.816 | 9 | 0.3 | 4 | 20 | 90 | 9.04 | 9 | 0.3 | 4 | 24 | 90 | 6.94 | 9 | 0.3 | 4 | 32 | 90 | 5.5 | 9 | 0.3 | 5 | 16 | 90 | 9.1744 | 9 | 0.3 | 5 | 20 | 90 | 7.76 | 9 | 0.3 | 5 | 24 | 90 | 5.78 | 9 | 0.3 | 5 | 32 | 90 | 4.48 | 9 | 0.3 | 6 | 16 | 90 | 8.4728 | 9 | 0.3 | 6 | 20 | 90 | 7.03 | 9 | 0.3 | 6 | 24 | 90 | 5.41 | 9 | 0.3 | 6 | 32 | 90 | 4.16 | 9 | 0.3 | 4 | 16 | 60 | 7.35 | 9 | 0.3 | 4 | 20 | 60 | 6.04 | 9 | 0.3 | 4 | 24 | 60 | 4.78 | 9 | 0.3 | 4 | 32 | 60 | 3.68 | 9 | 0.3 | 5 | 16 | 60 | 6.33 | 9 | 0.3 | 5 | 20 | 60 | 5.36 | 9 | 0.3 | 5 | 24 | 60 | 3.97 | 9 | 0.3 | 5 | 32 | 60 | 3.02 | 9 | 0.3 | 6 | 16 | 60 | 5.82 | 9 | 0.3 | 6 | 20 | 60 | 4.83 | 9 | 0.3 | 6 | 24 | 60 | 3.65 | 9 | 0.3 | 6 | 32 | 60 | 2.83 | 16 | 0.3 | 4 | 16 | 90 | 11.62 | 16 | 0.3 | 4 | 20 | 90 | 9.54 | 16 | 0.3 | 4 | 24 | 90 | 7.37 | 16 | 0.3 | 4 | 32 | 90 | 5.78 | 16 | 0.3 | 5 | 16 | 90 | 9.93 | 16 | 0.3 | 5 | 20 | 90 | 8.32 | 16 | 0.3 | 5 | 24 | 90 | 6.24 | 16 | 0.3 | 5 | 32 | 90 | 4.79 | 16 | 0.3 | 6 | 16 | 90 | 9.16 | 16 | 0.3 | 6 | 20 | 90 | 7.66 | 16 | 0.3 | 6 | 24 | 90 | 5.62 | 16 | 0.3 | 6 | 32 | 90 | 4.44 | 16 | 0.3 | 4 | 16 | 60 | 8.65 | 16 | 0.3 | 4 | 20 | 60 | 7.16 | 16 | 0.3 | 4 | 24 | 60 | 5.58 | 16 | 0.3 | 4 | 32 | 60 | 4.33 | 16 | 0.3 | 5 | 16 | 60 | 7.38 | 16 | 0.3 | 5 | 20 | 60 | 6.19 | 16 | 0.3 | 5 | 24 | 60 | 4.63 | 16 | 0.3 | 5 | 32 | 60 | 3.56 | 16 | 0.3 | 6 | 16 | 60 | 6.81 | 16 | 0.3 | 6 | 20 | 60 | 5.65 | 16 | 0.3 | 6 | 24 | 60 | 4.3 | 16 | 0.3 | 6 | 32 | 60 | 3.33 | 25 | 0.3 | 4 | 16 | 90 | 11.77 | 25 | 0.3 | 4 | 20 | 90 | 9.88 | 25 | 0.3 | 4 | 24 | 90 | 8.03 | 25 | 0.3 | 4 | 32 | 90 | 6.29 | 25 | 0.3 | 5 | 16 | 90 | 10.37 | 25 | 0.3 | 5 | 20 | 90 | 8.68 | 25 | 0.3 | 5 | 24 | 90 | 6.8 | 25 | 0.3 | 5 | 32 | 90 | 5.22 | 25 | 0.3 | 6 | 16 | 90 | 9.65 | 25 | 0.3 | 6 | 20 | 90 | 8.06 | 25 | 0.3 | 6 | 24 | 90 | 6.13 | 25 | 0.3 | 6 | 32 | 90 | 4.84 | 25 | 0.3 | 4 | 16 | 60 | 9.8 | 25 | 0.3 | 4 | 20 | 60 | 7.91 | 25 | 0.3 | 4 | 24 | 60 | 6.38 | 25 | 0.3 | 4 | 32 | 60 | 4.91 | 25 | 0.3 | 5 | 16 | 60 | 8.37 | 25 | 0.3 | 5 | 20 | 60 | 6.83 | 25 | 0.3 | 5 | 24 | 60 | 5.35 | 25 | 0.3 | 5 | 32 | 60 | 4.04 | 25 | 0.3 | 6 | 16 | 60 | 7.66 | 25 | 0.3 | 6 | 20 | 60 | 6.29 | 25 | 0.3 | 6 | 24 | 60 | 4.87 | 25 | 0.3 | 6 | 32 | 60 | 3.78 | 9 | 0.5 | 4 | 16 | 90 | 11.3526 | 9 | 0.5 | 4 | 20 | 90 | 9.7 | 9 | 0.5 | 4 | 24 | 90 | 7.46 | 9 | 0.5 | 4 | 32 | 90 | 5.65 | 9 | 0.5 | 5 | 16 | 90 | 9.6509 | 9 | 0.5 | 5 | 20 | 90 | 7.98 | 9 | 0.5 | 5 | 24 | 90 | 6.29 | 9 | 0.5 | 5 | 32 | 90 | 4.85 | 9 | 0.5 | 6 | 16 | 90 | 8.7232 | 9 | 0.5 | 6 | 20 | 90 | 7.5 | 9 | 0.5 | 6 | 24 | 90 | 5.84 | 9 | 0.5 | 6 | 32 | 90 | 4.57 | 9 | 0.5 | 4 | 16 | 60 | 7.2 | 9 | 0.5 | 4 | 20 | 60 | 6.4 | 9 | 0.5 | 4 | 24 | 60 | 4.83 | 9 | 0.5 | 4 | 32 | 60 | 3.62 | 9 | 0.5 | 5 | 16 | 60 | 6.16 | 9 | 0.5 | 5 | 20 | 60 | 5.17 | 9 | 0.5 | 5 | 24 | 60 | 3.96 | 9 | 0.5 | 5 | 32 | 60 | 3.2 | 9 | 0.5 | 6 | 16 | 60 | 5.71 | 9 | 0.5 | 6 | 20 | 60 | 4.95 | 9 | 0.5 | 6 | 24 | 60 | 3.74 | 9 | 0.5 | 6 | 32 | 60 | 3.01 | 16 | 0.5 | 4 | 16 | 90 | 11.87 | 16 | 0.5 | 4 | 20 | 90 | 10.56 | 16 | 0.5 | 4 | 24 | 90 | 7.77 | 16 | 0.5 | 4 | 32 | 90 | 5.93 | 16 | 0.5 | 5 | 16 | 90 | 10.25 | 16 | 0.5 | 5 | 20 | 90 | 8.69 | 16 | 0.5 | 5 | 24 | 90 | 6.42 | 16 | 0.5 | 5 | 32 | 90 | 5.28 | 16 | 0.5 | 6 | 16 | 90 | 9.42 | 16 | 0.5 | 6 | 20 | 90 | 8.25 | 16 | 0.5 | 6 | 24 | 90 | 6.12 | 16 | 0.5 | 6 | 32 | 90 | 4.93 | 16 | 0.5 | 4 | 16 | 60 | 8.24 | 16 | 0.5 | 4 | 20 | 60 | 7.4 | 16 | 0.5 | 4 | 24 | 60 | 5.59 | 16 | 0.5 | 4 | 32 | 60 | 4.15 | 16 | 0.5 | 5 | 16 | 60 | 7.11 | 16 | 0.5 | 5 | 20 | 60 | 5.93 | 16 | 0.5 | 5 | 24 | 60 | 4.54 | 16 | 0.5 | 5 | 32 | 60 | 3.66 | 16 | 0.5 | 6 | 16 | 60 | 6.54 | 16 | 0.5 | 6 | 20 | 60 | 5.67 | 16 | 0.5 | 6 | 24 | 60 | 4.37 | 16 | 0.5 | 6 | 32 | 60 | 3.45 | 25 | 0.5 | 4 | 16 | 90 | 12.31 | 25 | 0.5 | 4 | 20 | 90 | 10.83 | 25 | 0.5 | 4 | 24 | 90 | 8.46 | 25 | 0.5 | 4 | 32 | 90 | 6.34 | 25 | 0.5 | 5 | 16 | 90 | 10.79 | 25 | 0.5 | 5 | 20 | 90 | 9.23 | 25 | 0.5 | 5 | 24 | 90 | 7.14 | 25 | 0.5 | 5 | 32 | 90 | 5.81 | 25 | 0.5 | 6 | 16 | 90 | 10.01 | 25 | 0.5 | 6 | 20 | 90 | 8.59 | 25 | 0.5 | 6 | 24 | 90 | 6.74 | 25 | 0.5 | 6 | 32 | 90 | 5.42 | 25 | 0.5 | 4 | 16 | 60 | 9.58 | 25 | 0.5 | 4 | 20 | 60 | 8.38 | 25 | 0.5 | 4 | 24 | 60 | 6.5 | 25 | 0.5 | 4 | 32 | 60 | 4.69 | 25 | 0.5 | 5 | 16 | 60 | 8.27 | 25 | 0.5 | 5 | 20 | 60 | 6.77 | 25 | 0.5 | 5 | 24 | 60 | 5.33 | 25 | 0.5 | 5 | 32 | 60 | 4.26 | 25 | 0.5 | 6 | 16 | 60 | 7.47 | 25 | 0.5 | 6 | 20 | 60 | 6.48 | 25 | 0.5 | 6 | 24 | 60 | 4.99 | 25 | 0.5 | 6 | 32 | 60 | 4.01 |
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