A review of spatial reactor control methods that have employed optimization techniques is presented. Automatic spatial control systems are briefly outlined, the formulation of the spatial control problem as an optimal control problem is discussed, and solution methods based on distributed parameter optimal control, variational calculus, dynamic programming, mathematical programming, the maximum principle, linear-quadratic control theory, and heuristic control techniques are reviewed.