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It is necessary to implement distributed intelligent control systems (DICS) because of the demand of large scaled and complexity control systems in industry processes. The characteristics of traditional control systems and DICS are described. A DICS model of a complex industrial process is set up by using multi-agents, and a kind of distributed intelligent multiobjective optimal algorithm is proposed. The multi-agent system is created according to the practical characteristics of the control system of a digester process. It is integrated by using CORBA, and the simulation result of a practical digester process is shown.