In this paper, by the Lyapunov stability criterion and the Riccati equ
ation, we derive a new procedure for determining a linear control law
to stabilize an uncertain system. The main features of this approach a
re that no precompensator is needed, the required feedback gains are s
mall and the uncertain system can be exponentially stabilized with any
prescribed exponential rate. In addition, the robust control law can
be made linear quadratic optimal with respect to an index function for
the nominal system. Two examples are given to illustrate the results.