A genetic algorithm is applied to the automatic synthesis of decentralized MIMO control systems incorporating both feedback and feedforward components. The design approach relies on a robust performance objective formulation, which defines the limiting trade-off between performances of the output channels. The method is demonstrated on the synthesis of typical MIMO control systems. (C) 2003 Elsevier Ltd. All rights reserved.