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An alternative solution to the model structure selection problem

Mendes, E.M.A.M. and Billings, S.A. (2001) An alternative solution to the model structure selection problem. IEEE Transactions on Systems Man and Cybernetics Part A: Systems and Humans, 31 (6). pp. 597-608. ISSN 1083-4427

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Abstract

An alternative solution to the model structure selection problem is introduced by conducting a forward search through the many possible candidate model terms initially and then performing an exhaustive all subset model selection on the resulting model. An example is included to demonstrate that this approach leads to dynamically valid nonlinear models

Item Type: Article
Copyright, Publisher and Additional Information: Copyright © 2001 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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: Sherpa Assistant
Date Deposited: 02 Dec 2005
Last Modified: 07 Jun 2014 13:16
Published Version: http://dx.doi.org/10.1109/3468.983416
Status: Published
Refereed: Yes
Identification Number: 10.1109/3468.983416
URI: http://eprints.whiterose.ac.uk/id/eprint/793

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