Parameter identification of multibody systems is to determine the geometric parameters and inertia parameters according to observed responses of the system, which can be applied in diagnostic or testing procedures to a given system or building the motion equations of systems via inverse modeling methods.The objective functions are often established through the least-square method and a ytypical optimization problem with constraints including variables depending on parameters must be solved.