A new method of controlling chemical chaos - Nonlinear artificial neural network (ANN)-occasional perturbation feedback control in the whole chaotic region
H. Song et al., A new method of controlling chemical chaos - Nonlinear artificial neural network (ANN)-occasional perturbation feedback control in the whole chaotic region, SCI CHINA B, 42(6), 1999, pp. 624-630
A new method of controlling chemical chaos to attain the stabilized unstabl
e periodic orbit (UPO) is proposed. It is an extension of the occasional pr
oportional feedback (OPF) control strategy which spans the limitations of O
FF, i.e. the Linear region of the control rule, and extends to the whole ch
aotic region. It also expresses the nonlinear control rule with the back pr
opogation-artificial neural network (BP-ANN) in order to increase the robus
tness of the control. Its effectiveness is examined through controlling an
autocatalytic chaotic reaction model numerically.