In this paper, we propose a multivariable Model Driven (MD)-PID control system which is composed of MDPID control systems with PD feedback and inverted decoupling, discuss properties of the control system and also introduce a simple continuous system modeling by using CMA-ES and SIMULINK model, numerical example of a TITO process shows the practically effectiveness.