The article discusses a control problem when the manipulated variable is constrained to be a finite length sequence, i.e. it can modify the behaviour of the controlled system only in a limited number of steps and is zero afterwards. The basic criterion considered is to minimize the number of control steps or to minimize l(2) norm of the control signal. Open-loop and closed-loop formulations are presented.