This paper presents a switching control scheme for multivariable nonlinear systems. Based on a fuzzy plant model of the multivariable nonlinear system, a switching controller consisting of a number of simple sub-controllers is proposed. The parameters of the switching controller can be obtained by solving some linear matrix inequalities. A switching algorithm is developed. To illustrate the merits and the design procedures of the proposed switching controller, an application example is given.