The decision making in respect of a system usually means to decide relevant
tactics based on a good grasp and analysis of the past records and the present condition
about its background system. Therefore, the effect of the decision depends on not only
the reasonableness of the tactics but also to a large extent on the dynamic stability of the
background system. In this paper, concepts about the stability of a system and the
reliability of decision making are proposed for a universal decision system based on a
quantitative analysis. A set of simple stability measures for the decision making system
and criteria for the reliability of the decision making are presented. The proposed
measures and criteria can be used as the precondition of decision making and inspection
basis for a universal system.