A new method of controlling chemical chaos - Nonlinear artificial neural network (ANN)-occasional perturbation feedback control in the whole chaotic region

Citation
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
Citations number
15
Categorie Soggetti
Chemistry
Journal title
SCIENCE IN CHINA SERIES B-CHEMISTRY
ISSN journal
1001652X → ACNP
Volume
42
Issue
6
Year of publication
1999
Pages
624 - 630
Database
ISI
SICI code
1001-652X(199912)42:6<624:ANMOCC>2.0.ZU;2-V
Abstract
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.