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

Authors :
Masoumnezhad, Mojtaba
Saeedi, Mohammadhossein
Yu, Haijun
Saberi Nik, Hassan
Source :
Automatika: Journal for Control, Measurement, Electronics, Computing & Communications; Aug2020, Vol. 61 Issue 3, p461-474, 14p
Publication Year :
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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00051144
Volume :
61
Issue :
3
Database :
Supplemental Index
Journal :
Automatika: Journal for Control, Measurement, Electronics, Computing & Communications
Publication Type :
Academic Journal
Accession number :
144726242
Full Text :
https://doi.org/10.1080/00051144.2020.1774724