In this paper we discuss the construction of ''universal'' controllers
for a class of robust stabilization problems. We give a general theor
em on the construction of these controllers, which requires that a cer
tain nonlinear inequality is solvable pointwisely or, equivalently, th
at a robust control Lyapunov function does exist. The constructive pro
cedure produces almost smooth controllers. The robust control Lyapunov
functions extend to uncertain systems the concept of control Lyapunov
functions. If such a robust control Lyapunov function also satisfies
a small control property, the resulting stabilizing controller is also
continuous in the origin of the state space. Applications of our resu
lts range from optimal to robust control.