Approximation of nonlinear systems by dynamic selection of linear models

The problem of approximation of a class of nonlinear systems is studied in this paper. An architecture is presented which uses qualitative information to coordinate a number of local models. The coordinator is based on a logic processor (Pedrycz, 1992). An analytical study of the resulting time-varying architecture and simulations are included.