Intelligent Prediction Model of the Triaxial Compressive Strength of Rock Subjected to Freeze-Thaw Cycles Based on a Genetic Algorithm and Artificial Neural Network
Table 5
ANN parameters and tuning range.
Hyper parameters
Explanation
Type
Tuning range
Max_neuron
Maximum number of neurons in every hidden layer
Integer
1–40
Number_hidden_layers
Maximum number of hidden layers
Integer
1–4
Input_layer_neuron
Number of neurons in the input layer
Integer
3
Output_layer_neuron
Number of neurons in the output layer
Integer
3
Learning rate
Weight reduction due to updating in feedback training
