In this study, a novel hybrid algorithm consisting of the least mean square and backpropagation neural network is proposed to auto-adjust adaptive proportional integral derivative (PID) controller gains for improving transient response linear systems. The approach comprises scheme two algorithms running in parallel updates PID simultaneously. All are implemented on same system present general f...