An analytic non-linear control method based on the concept of macrovariable
control is proposed to stabilize chaotic systems. The system trajectory is
attracted to some selected invariant manifold by continuous feedback of sy
stem states which can be used as perturbations on an available system param
eter or outer-force control. A recursive design procedure is also developed
to guarantee the asymptotic stability of the system with saturated small c
ontrolling signal. The method is applied to stabilizing two typical chaotic
non-linear systems at some equilibrium or periodic orbit.