Parameters | Value |
---|---|
Neurons at the input layer | 6 |
Neurons at the hidden layer | 9 |
Neurons at the output layer | 1 |
Learning rate | 0.01 |
Total epochs | 2000 (best = 4) |
Activation | Tansig, purelin |
Training function | Gradient descent |
Population size | 200 |
Number of evolutions | 500 |
Selection factor | 0.09 |
Crossover factor | 0.4 |
Mutation factor | 0.001 |