The problem of zeroing the output

of the system

by control of the form

under a constraint of the type

is solved. The result is used to furnish necessary and sufficient conditions for solvability of the infinite-time optimal linear regulator problem. The control law is shown to be "robust" in the sense of preserving output regulation despite small variations in the feedback gains.