Correct solvability of Dirichlet's problem in the spaces of classical functions has been established for parabolic equations under nonlocal condition for the time variable and arbitrary power order of coefficients with respect to the times variable and space variable. The problem of choice of optimal control by system circumscribed by Dirichlet's problem with limited control is examined. The quality functional is determined by the volume integral.