Parameter

Value

Epochs

2000

Population size

15

Selection method

Tournament Κ = 3 (Size of tournament group)

Recombination method

Random K = 5 (Crossover break size)

Mutation method

Simple random (Add or subtract a random value)

Value range, for variable learning rate

[0.3, 0.00001]

Range of values for the probability of mutation

[200, 80]

Range of values for the mutation value

[−1, 1]

Neural network size

A hidden layer with 9 neurons

A neuron in the output layer

Activation function, for hidden layer neurons

Logistic sigmoid [18]

Network Output Function

Ground-relu [19] (except for the Lorenz dataset [13] , where it has the linear)