In recent years, new control approaches have emerged to replace or augment conventional control engineering methods. The paper presents design, verification and comparison of two advanced methods (IMC, MPC) applied in the control of dynamic processes with complex dynamics. Development of advanced control methods based on robustness, optimality and prediction is an important and challenging task. The presented methods guarantee robust stability and high performance of manipulator control.