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Multi-model predictive control has become an effective method for handling the process of nonlinear system. But the traditional multi-model has large model tracking error and slow convergence speed when it is used to the MIMO nonlinear system solving the condition with large scale transition of operating condition. To solve these problems, a new structure of multi-model called multi-hierarchical model...