Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming

When fractional calculus operators and models are implemented rationally, there exist some problems such as low approximation accuracy of rational approximation function, inability to specify arbitrary approximation frequency band, or poor robustness. Based on the error criterion of the least square...

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Main Authors: Zhisong Xu, Mingqiu Li
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/6646718
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spelling doaj-6c93e881f6b34949a0dc968ee4b419112021-02-22T00:00:30ZengHindawi LimitedMathematical Problems in Engineering1563-51472021-01-01202110.1155/2021/6646718Rational Implementation of Fractional Calculus Operator Based on Quadratic ProgrammingZhisong Xu0Mingqiu Li1Changchun University of Science and TechnologyChangchun University of Science and TechnologyWhen fractional calculus operators and models are implemented rationally, there exist some problems such as low approximation accuracy of rational approximation function, inability to specify arbitrary approximation frequency band, or poor robustness. Based on the error criterion of the least squares method, a quadratic programming method based on the frequency-domain error is proposed. In this method, the frequency-domain error minimization between the fractional operator s±r and its rational approximation function is transformed into a quadratic programming problem. The results show that the construction method of the optimal rational approximation function of fractional calculus operator is effective, and the optimal rational approximation function constructed can effectively approximate the fractional calculus operator and model for the specified approximation frequency band.http://dx.doi.org/10.1155/2021/6646718
collection DOAJ
language English
format Article
sources DOAJ
author Zhisong Xu
Mingqiu Li
spellingShingle Zhisong Xu
Mingqiu Li
Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
Mathematical Problems in Engineering
author_facet Zhisong Xu
Mingqiu Li
author_sort Zhisong Xu
title Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
title_short Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
title_full Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
title_fullStr Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
title_full_unstemmed Rational Implementation of Fractional Calculus Operator Based on Quadratic Programming
title_sort rational implementation of fractional calculus operator based on quadratic programming
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1563-5147
publishDate 2021-01-01
description When fractional calculus operators and models are implemented rationally, there exist some problems such as low approximation accuracy of rational approximation function, inability to specify arbitrary approximation frequency band, or poor robustness. Based on the error criterion of the least squares method, a quadratic programming method based on the frequency-domain error is proposed. In this method, the frequency-domain error minimization between the fractional operator s±r and its rational approximation function is transformed into a quadratic programming problem. The results show that the construction method of the optimal rational approximation function of fractional calculus operator is effective, and the optimal rational approximation function constructed can effectively approximate the fractional calculus operator and model for the specified approximation frequency band.
url http://dx.doi.org/10.1155/2021/6646718
work_keys_str_mv AT zhisongxu rationalimplementationoffractionalcalculusoperatorbasedonquadraticprogramming
AT mingqiuli rationalimplementationoffractionalcalculusoperatorbasedonquadraticprogramming
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