  The following optimization problem is considered. For a linear vector Ito
equation. it is required to find an optimal deterministic control vector which
minimizes a quadratic the functional. A necessary and sufficient condition for
the existence of a optimal control are formulated in the form of frequency
inequalities. It is shown that an optimal control can be found by solving a
certain linear-quadratic deterministic optimization problem.
