Evaluation of Induced Settlements of Piled Rafts in the Coupled Static-Dynamic Loads Using Neural Networks and Evolutionary Polynomial Regression

Table 1

Parametric study on the whole affecting parameters for static loading condition.

Number of piles	(m)			(kPa)	(cm)
Mean: 16.67	Mean: 0.4	Mean: 5	Mean: 23	Mean: 75	Mean: 5.96
Std. Dev.: 6.57	Std. Dev.: 0.1	Std. Dev.: 0.82	Std. Dev.: 5.94	Std. Dev.: 15.05	Std. Dev.: 1.72
9	0.3	4	16	90	8.32
9	0.3	4	20	90	7.23
9	0.3	4	24	90	6.09
9	0.3	4	32	90	5
9	0.3	5	16	90	7.52
9	0.3	5	20	90	6.52
9	0.3	5	24	90	5.25
9	0.3	5	32	90	4.23
9	0.3	6	16	90	7.12
9	0.3	6	20	90	6.11
9	0.3	6	24	90	5.01
9	0.3	6	32	90	4
9	0.3	4	16	60	5.83
9	0.3	4	20	60	5.03
9	0.3	4	24	60	4.31
9	0.3	4	32	60	3.5
9	0.3	5	16	60	5.32
9	0.3	5	20	60	4.66
9	0.3	5	24	60	3.71
9	0.3	5	32	60	2.961
9	0.3	6	16	60	5.02
9	0.3	6	20	60	4.31
9	0.3	6	24	60	3.51
9	0.3	6	32	60	2.8
16	0.3	4	16	90	9.152
16	0.3	4	20	90	7.953
16	0.3	4	24	90	6.699
16	0.3	4	32	90	5.5
16	0.3	5	16	90	8.272
16	0.3	5	20	90	7.172
16	0.3	5	24	90	5.775
16	0.3	5	32	90	4.653
16	0.3	6	16	90	7.832
16	0.3	6	20	90	6.72
16	0.3	6	24	90	5.51
16	0.3	6	32	90	4.4
16	0.3	4	16	60	6.864
16	0.3	4	20	60	5.96475
16	0.3	4	24	60	5.02
16	0.3	4	32	60	4.125
16	0.3	5	16	60	6.204
16	0.3	5	20	60	5.38
16	0.3	5	24	60	4.33
16	0.3	5	32	60	3.49
16	0.3	6	16	60	5.87
16	0.3	6	20	60	5.04
16	0.3	6	24	60	4.13
16	0.3	6	32	60	3.3
25	0.3	4	16	90	9.98
25	0.3	4	20	90	8.67
25	0.3	4	24	90	7.3
25	0.3	4	32	90	5.995
25	0.3	5	16	90	9.02
25	0.3	5	20	90	7.82
25	0.3	5	24	90	6.29
25	0.3	5	32	90	5.07
25	0.3	6	16	90	8.54
25	0.3	6	20	90	7.33
25	0.3	6	24	90	6.01
25	0.3	6	32	90	4.8
25	0.3	4	16	60	7.78
25	0.3	4	20	60	6.76
25	0.3	4	24	60	5.7
25	0.3	4	32	60	4.68
25	0.3	5	16	60	7.03
25	0.3	5	20	60	6.1
25	0.3	5	24	60	4.91
25	0.3	5	32	60	3.96
25	0.3	6	16	60	6.66
25	0.3	6	20	60	5.71
25	0.3	6	24	60	4.69
25	0.3	6	32	60	3.74
9	0.5	4	16	90	9.01
9	0.5	4	20	90	8.29
9	0.5	4	24	90	6.72
9	0.5	4	32	90	5.23
9	0.5	5	16	90	8.11
9	0.5	5	20	90	7
9	0.5	5	24	90	5.72
9	0.5	5	32	90	4.75
9	0.5	6	16	90	7.52
9	0.5	6	20	90	6.82
9	0.5	6	24	90	5.56
9	0.5	6	32	90	4.52
9	0.5	4	16	60	5.95
9	0.5	4	20	60	5.47
9	0.5	4	24	60	4.44
9	0.5	4	32	60	3.45
9	0.5	5	16	60	5.35
9	0.5	5	20	60	4.62
9	0.5	5	24	60	3.78
9	0.5	5	32	60	3.14
9	0.5	6	16	60	4.96
9	0.5	6	20	60	4.5
9	0.5	6	24	60	3.67
9	0.5	6	32	60	2.98
16	0.5	4	16	90	9.73
16	0.5	4	20	90	8.95
16	0.5	4	24	90	7.26
16	0.5	4	32	90	5.65
16	0.5	5	16	90	8.76
16	0.5	5	20	90	7.56
16	0.5	5	24	90	6.18
16	0.5	5	32	90	5.13
16	0.5	6	16	90	8.12
16	0.5	6	20	90	7.37
16	0.5	6	24	90	6
16	0.5	6	32	90	4.88
16	0.5	4	16	60	6.81
16	0.5	4	20	60	6.27
16	0.5	4	24	60	5.08
16	0.5	4	32	60	3.95
16	0.5	5	16	60	6.13
16	0.5	5	20	60	5.29
16	0.5	5	24	60	4.32
16	0.5	5	32	60	3.59
16	0.5	6	16	60	5.69
16	0.5	6	20	60	5.16
16	0.5	6	24	60	4.2
16	0.5	6	32	60	3.42
25	0.5	4	16	90	10.7
25	0.5	4	20	90	9.85
25	0.5	4	24	90	7.98
25	0.5	4	32	90	6.21
25	0.5	5	16	90	9.63
25	0.5	5	20	90	8.32
25	0.5	5	24	90	6.8
25	0.5	5	32	90	5.64
25	0.5	6	16	90	8.93
25	0.5	6	20	90	8.1
25	0.5	6	24	90	6.61
25	0.5	6	32	90	5.37
25	0.5	4	16	60	7.92
25	0.5	4	20	60	7.29
25	0.5	4	24	60	5.91
25	0.5	4	32	60	4.6
25	0.5	5	16	60	7.13
25	0.5	5	20	60	6.15
25	0.5	5	24	60	5.03
25	0.5	5	32	60	4.18
25	0.5	6	16	60	6.61
25	0.5	6	20	60	6
25	0.5	6	24	60	4.89
25	0.5	6	32	60	3.97