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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Hindawi Limited
2021-01-01
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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2021/6646718 |
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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 |
_version_ |
1714853166178107392 |