Abstract: This paper is concerned with the equivalence or transformation, under certain condi-tions, from a chaotic system into a stochastic one and vice versa. The problems about thecontrol of chaotic system as well as the difficulties encountered in solving such problemsby using optimization technique are discussed. Finally, three objectives and a subop-timum control strategy for design of chaotic system control are proposed.