With the model of evolutionary game theory and the analysis of financial geography,this paper finds that financial agglomeration is beneficial to promote the knowledge spillover in the region,and promotes economic development in the central region through system effect,innovation effect,technical advancement effect and information update effect of agglomeration network knowledge. In addition,larger gap of knowledge level among regions will cause the knowledge lock and result in blocking effect of knowledge ...