Abstract: Co-evolution is a kind of good method that can solve multi-agent collaboration after symbolism and behaviorism method. In this paper, we put forward the multi-agent architecture and the coordination mechanism based on co-evolution and establish the multi-agent system simulation framework. Then, we design the class library for the simulation framework using object oriented method. At last, we make an experiment on the "predator-prey" problem.