Various optimal control problems for linear parabolic systems with deviating arguments given in the integral form are considered. Necessary and sufficient conditions of optimality are derived for the Neumann problem. The optimal control is obtained in feedback form. Making use of the results of Schwartz, the representation of the optimal feedback control is given. A simple example of application is also provided.