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From the actual production in iron and steel industry,we considered the inventory problem of the stability in the supply chain.In this paper,the complex dynamic behaviors which are produced by supply chain system under the uncertain conditions were studied,including stability,bifurcation and chaos.The distributed supply chain system model is conducted and qualitative theory will be analyzed by using group theory and convex optimization.