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On Identifying Global Nonlinear Discrete Models from Chaotic Data

✍ Scribed by Mendes, Eduardo M. A. M.; Billings, S. A.


Book ID
120745483
Publisher
World Scientific Publishing Company
Year
1997
Tongue
English
Weight
492 KB
Volume
07
Category
Article
ISSN
0218-1274

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The paper introduces a direct approach to the identi"cation of non-linear di!erential equations from noisy input/output data. Both the parameter estimation and the structure determination problems are addressed. Central to the proposed methodology are two algorithms, a numerical di!erentiation algor