The switching system model of a closed-loop supply chain with Markov jump parameters is established. modeled as parameters, taking into account the uncertainties process and inventory decay factors. idea applied to controller design performance analysis effectively suppress bullwhip effect while ensuring stability system. Simulation examples are presented illustrate validity results obtained.