Table 2: Architecture of the 1st ANN.

Parameters Optimized Values

Architecture Feed forward MLP
Training Algorithm Back propagation
Hidden layer 2
No. of neurons in the first hidden layer 16
No. of neurons in the second hidden layer 20
Hidden layer transfer function Tan-sigmoid
Output layer transfer function Linear
Maximum epoch 1000