The problem of optimal control for time-varying linear systems with fixed ends of the trajectories is considered. A correspondent quadratic functional depends on the control, the state of the object and on its derivative. A constructive method of synthesis of the proportional-differential type regulators is proposed based on the feedback principle taking into account the bilateral constraints on control values. The problem is solved with using of a special type Lagrange multipliers.