We apply two different monotonically convergent optimization algorithms to the control 
of molecular rotational dynamics by laser pulses. This example represents a quantum 
control problem where the interaction of the system with the external field is 
nonlinear. We test the validity and accuracy of the two methods on the key control 
targets of producing molecular orientation and planar delocalization at zero 
temperature, and maximizing permanent alignment at nonzero temperature.