The optimization problem of nonlinear autonomous systems is considered. The
proposed methodology for synthesis of a suboptimal control is based on an
interval model of a nonlinear object that is constructed using the tools of
interval analysis. The synthesized control allows one to ensure the stabil
ity and suboptimality of the closed-loop system in the mode of large deviat
ions from stationary states. An example of using the interval linearization
in the control synthesis of an aircraft is presented.