USING NEURAL NETWORKS FOR CONTROLLING CHAOS

Authors
ALSING PM GAVRIELIDES A KOVANIS V
Citation
Pm. Alsing et al., USING NEURAL NETWORKS FOR CONTROLLING CHAOS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 49(2), 1994, pp. 1225-1231
Citations number
16
Categorie Soggetti
Physycs, Mathematical","Phsycs, Fluid & Plasmas
Journal title
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics → ACNP
ISSN journal
1063651X
Volume
49
Issue
2
Year of publication
1994
Pages
1225 - 1231
Database
ISI
SICI code
1063-651X(1994)49:2<1225:UNNFCC>2.0.ZU;2-E
Abstract
A feed-forward backpropagating neural network is trained to achieve an d maintain control of the unstable periodic orbits embedded in a chaot ic attractor. The controlling algorithms used for training the network are based on the now standard scheme developed by Ott, Grebogi, and Y orke [Phys. Rev. Lett. 64, 1196 (1990)], including variants that utili ze previous perturbations and/or delayed time-series data.