In view of the uncertainty in the location selection of logistics distribution center for the fresh agricultural products, the present study established a robust model based on the maximization of principal component score taking budget cost parameters as an example. In the process of model solving, the interval form of the uncertain set was used to clarify the constraint conditions, to transform into a certain 0-1 integer linear programming model, so as to solve with the aid of LINGO software. Finally, through studying the location selection of logistics distribution center for fresh agricultural products in the Beijing-Tianjin-Hebei region, it analyzed the application of the robust model and tested the validity of the model.