Model structure selection using an integrated forward orthogonal search algorithm assisted by squared correlation and mutual information

Wei, H.L. and Billings, S.A. (2008) Model structure selection using an integrated forward orthogonal search algorithm assisted by squared correlation and mutual information. International Journal of Modelling Identification and Control, 3 (4). pp. 341-356. ISSN 1746-6172

Abstract

Metadata

Authors/Creators:
  • Wei, H.L.
  • Billings, S.A.
Copyright, Publisher and Additional Information: © 2008 Inderscience. This is an author produced version of a paper subsequently published in International Journal of Modelling and Control. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: orthogonal search, squared correlation, hypothesis tests, nonlinear systems, system identification, model selection, mutual information, NARX-NARMAX model, model structure
Dates:
  • Published: April 2008
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Automatic Control and Systems Engineering (Sheffield)
Depositing User: Miss Anthea Tucker
Date Deposited: 30 Apr 2009 11:37
Last Modified: 15 Sep 2014 01:38
Published Version: http://dx.doi.org/10.1504/IJMIC.2008.020543
Status: Published
Publisher: Inderscience Publishers
Refereed: Yes
Identification Number: https://doi.org/10.1504/IJMIC.2008.020543

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