Abstract: Building the dynamic alliance organization can effectively improve China's agricultural products processing enterprises in the market competition. In this paper, we apply the robustness of GA, combining the characteristic of the agricultural products processing industry, establish dynamic alliance partner optimization objective function, and take Gannan navel orange processing industrial cluster in Jiangxi as an example of simulation optimization, obtain the good simulation results, thus expanding the scope of application of GA in regional industrial organization and management.