Linearization of the input-output response of a nonlinear system via state feedback has found many applications in control of nonlinear processes. However, in the presence of uncertainties, this approach leads to inexact linearization and results in loss of performance and stability. In this paper, a controller design methodology is developed based on Input/Output linearization and multi-objective H-2/H-infinity synthesis that ensures robust stability and performance MIMO nonlinear systems.