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Fractional PID controller,as an effective tool to solve control problems,has become a hot issue in many fields of science and engineering.This paper studies stochastic bifurcation problem of a generalized Duffing-Van del Pol system under color noise excitation with the emphasis on the control of parameters in fractional order PID controllers.