  We show that the quantum anomalous Hall effect almost always occurs in
magnetic topological insulator thin films whenever the top and bottom surface
layer magnetizations are parallel, independent of the interior layer
magnetization configuration. Using this criteria we identify structures that
have a quantum anomalous Hall effect even though they have collinear magnetic
structures with no net magnetization, and discuss strategies for realizing
these interesting magnetic states experimentally.
