Supply chain management has become a very important economic topic. In this paper, we use multi-agent system to solve this problem. But how to control the supply chain links in the various details and how to manage the supply chain optimization effectively is a very difficult issue. We use ant colony optimization algorithm and rational multi-agent model of supply chain management to solve the supply chain management problem effectively. The experiment shows this method is better than normal method.