Reliability evaluation considering the qualitative factors is major criterion for customer's satisfaction with the products. Especially, the normalized model is very efficient method for the systematic evaluation of hazardable possibility. Therefore this paper presents reliability evaluation model through the normalized model by the quantitative and the function, information control, flexibility, and maintenance factors in the flexible manufacturing systems under uncertainty. Finally, this paper can be simply used in the more efficient decision making in flexible manufacturing systems under uncertainty.