Table 3. Description of parameters that are used in the hybrid model.
Variable | Value | Definition |
---|---|---|
n | 10 | number of neurons in the hidden layer of the ANN model |
ep | 3000 | number of iterations for the hybrid model |
mc | 0.4 | momentum constant of the ANN model |
l | 0.1 | value of learning rate of the ANN model |
pcro | 0.7 | crossover rate of the GA-ANN model |
pmut | 0.2 | mutation rate of the GA-ANN model |
popu | 100 | Initial population number of the GA-ANN model |