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By designing a suitable response system to autonomous chaotic system base on the criterion of linear systems, we realize generalized synchronization for these chaotic systems. The method of obtaining the response system from chaotic system is proposed. The generalized synchronization of Lorenz system, Rossler system and hyper chaotic chen's system are achieved via the linear separation method. Numerical simulations are provided for illustration and verification of the proposed method.