Abstract: This paper gives a definition of the optimal control for the Multi-objective Control Systems(MOCS) and its stability criterion at first. Then discusses how to use the Clegg integrator to perform it. Now a problem of no resolution about how to design the MOCS optimal control in the control theory for a long time is over. The new method is suitable for the one with the others nonlinear integrator.