Particle swarm optimization and least squares estimaton of NARMAX

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Particle swarm optimization and least squares estimaton of NARMAX

SI process consist of three steps; structure selection, parameter estimation, model validation. This paper compared method of Particle Swarm Optimization (PSO) and Linear Least Squares solution methods (LLS) (Normal Equation (NE), QR decomposition (QR) and Singular Value Decomposition (SVD)) for par...

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Bibliographic Details
Published in:	ARPN Journal of Engineering and Applied Sciences
Main Author:	Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Format:	Article
Language:	English
Published:	Asian Research Publishing Network 2015
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953401910&partnerID=40&md5=91c5952268558e12c0f1f2d543a55784

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