Research Article

Estimating the Ultimate Bearing Capacity for Strip Footing Near and within Slopes Using AI (GP, ANN, and EPR) Techniques

Table 4

Connection weights of the developed ANN model.

PredictorHidden layer 1Output layer
H (1 : 1)H (1 : 2)H (1 : 3)H (1 : 4)NcNq

Input layer(Bias)−3.177−0.836−0.387−3.987
b/B0.085−0.3330.077−0.177
Df/B0.237−0.1850.035−1.768
β−0.5110.563−0.1870.415
ϕ2.644−0.109−0.7502.130

Hidden layer 1(Bias)0.3650.592
H(1 : 1)2.0270.730
H (1 : 2)−0.608−1.372
H (1 : 3)−1.283−1.470
H (1 : 4)0.0532.560