Considering the uncertainty handling and the dynamic development of the optimization, the application of partial connection number in the optimize assessment of the Fast-food Restaurant service degree. To improve the assessment efficiency and create excellent quality, a dynamic assessment model is established based on the Set Pair Analysis(SPA) and partial connection number, which judges the change tendency of Fast-food Restaurant assessment service degree according to the equal power, balance power and opposite power of relationship degree, evaluates the current service level with relationship degree. The evaluation result of the partial connection number model is efficient. Finally, the validity and feasibility of the proposed approach is verified with a case.