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A Laguerre spectral method for quadratic optimal control of nonlinear systems in a semi-infinite interval

Authors :
Mojtaba Masoumnezhad
Mohammadhossein Saeedi
Haijun Yu
Hassan Saberi Nik
Source :
Automatika, Vol 61, Iss 3, Pp 461-474 (2020)
Publication Year :
2020
Publisher :
Taylor & Francis Group, 2020.

Abstract

This paper presents a Laguerre homotopy method for quadratic optimal control problems in semi-infinite intervals (LaHOC), with particular interests given to nonlinear interconnected large-scale dynamic systems. In LaHOC, the spectral homotopy analysis method is used to derive an iterative solver for the nonlinear two-point boundary value problem derived from Pontryagin's maximum principle. A proof of local convergence of the LaHOC is provided. Numerical comparisons are made between the LaHOC, Matlab BVP5C generated results and results from the literature for two nonlinear optimal control problems. The results show that LaHOC is superior in both accuracy and efficiency.

Details

Language :
English
ISSN :
00051144 and 18483380
Volume :
61
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Automatika
Publication Type :
Academic Journal
Accession number :
edsdoj.5ed512ee9c2b4126ada83c731ab0eeb6
Document Type :
article
Full Text :
https://doi.org/10.1080/00051144.2020.1774724