“…The nonlinear mapping structure of the neural network could overcome the nonlinear component in ARIMA. In this case, the nonlinear relationship structure and random characteristic of the stock prices [4,5,8] contribute to this matter. However, nonlinear mapping structure in neural network system inherent generated bias within each hidden layer and output layer [9,10,11].…”