Identification of coupled map lattice models of complex spatio-temporal patterns

Authors
Coca, D Billings, SA
Citation
D. Coca et Sa. Billings, Identification of coupled map lattice models of complex spatio-temporal patterns, PHYS LETT A, 287(1-2), 2001, pp. 65-73
Citations number
15
Categorie Soggetti
Physics
Journal title
PHYSICS LETTERS A
ISSN journal
03759601 → ACNP
Volume
287
Issue
1-2
Year of publication
2001
Pages
65 - 73
Database
ISI
SICI code
0375-9601(20010820)287:1-2<65:IOCMLM>2.0.ZU;2-E
Abstract
A method for the identification of nonlinear coupled map lattices (CML) equ ations from measured spatio-temporal data is introduced. The application of the algorithm is demonstrated using chaotic two-dimensional spatio-tempora l patterns generated from interacting populations and the resulting models are validated by computing the attractors and the largest Lyapunov exponent s. (C) 2001 Elsevier Science B.V. All rights reserved.