A unified method is given for quadratic programming(QP) based steady-state target tracking, by which not only different targets can be compromised via weights, but the output target can have higher priority as well by punishing its tracking error. The feasibility of the method is analyzed, and the offset control property is achieved, which is simultaneously suitable for the multi-rank steady state target optimization. Simulation results show the effectiveness of the proposed method.