This paper studies a cone ratio data envelopment analysis model that not only can reflect the relative importance of various inputs (outputs) and the preference for some decision making units but also can purely evaluate the relative technical efficiency of decision making units. This paper put emphasis on discussing the relation between DEA efficiency corresponding to this model and nondominated solution of multiobjective programming and discussing the existence of effective decision making units. The conclusions concerned have been proved.