Abstract: In order to reveal the dynamic process of local government strategy selection in regional logistics integration, a bi-tuple improved classical four-dimensional evolutionary game model is established with the two local governments in a region as the study object under the premise of bounded rationality assumption. The evolution trajectory and equilibrium state of diversified behavior in intergovernmental cooperation are solved and the influence path of key factors is analyzed such as direct benefit, collaborative benefit, direct cost, collaborative cost and capacity compensation on regional logistics integration behavior. Results show that both direct and collaborative cost can affect the regional logistics integration; after the supervision is strengthened, the intergovernmental capacity compensation can effectively promote the regional logistics integration cooperation.