This paper analyzes the mechanism of supply chain network construction in particular partner selection, simulate the evolution of the supply chain network formation process using of multi-agent simulation. And base on the complex network theory we give the statistical analysis of the final supply chain network under different partner selection mechanism. We obtain some interesting results: With the assumption that probability of having cooperation depended on cooperation history, the statistical properties of supply chain has a stable solution with assortativity character.