Abstract: In this paper, multi-level optimization of complex chemical enterprise is comprehensively analyzed, including the optimization of management scheme, optimization of production plan, optimization of equipment operation, etc. The software framework of multi-level optimization of chemical complex is also presented. Based on the frame of multi-level optimization, the intelligent agent technique is adopted to search for global optimum. And the organization, the function, the design and the implementation of a series of intelligent agents are discussed.