A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations

The basic requirement of Newtons method in solving systems of nonlinear equations is, the Jacobian must be non-singular. Violating this condition, i.e. the Jacobian to be singular the convergence is too slow and may even be lost. This condition restricts to some extent the application of Newton...

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Main Authors: Mustafa, Mamat, Mohammed Yusuf, Waziri, Hafiza Aisha, A.
Format: Article
Language:English
Published: HIKARI Ltd. 2014
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Online Access:http://eprints.unisza.edu.my/5591/1/FH02-FIK-15-02360.jpg
http://eprints.unisza.edu.my/5591/
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spelling my-unisza-ir.55912022-09-13T05:18:28Z http://eprints.unisza.edu.my/5591/ A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations Mustafa, Mamat Mohammed Yusuf, Waziri Hafiza Aisha, A. QA Mathematics The basic requirement of Newtons method in solving systems of nonlinear equations is, the Jacobian must be non-singular. Violating this condition, i.e. the Jacobian to be singular the convergence is too slow and may even be lost. This condition restricts to some extent the application of Newton method. In this paper we suggest a new approach for solving fuzzy nonlinear equations where the Jacobian is singular, via incorporating extra updating and restarting strategies in Newton’s method . The anticipation has been to bypass the point(s) in which the Jacobian is singular. Some numerical experiments have been reported, to show the efficiency of our approach and the results are compared with classical Newton’s method. HIKARI Ltd. 2014 Article PeerReviewed image en http://eprints.unisza.edu.my/5591/1/FH02-FIK-15-02360.jpg Mustafa, Mamat and Mohammed Yusuf, Waziri and Hafiza Aisha, A. (2014) A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations. Applied Mathematical Sciences, 8 (141). pp. 7047-7057. ISSN 1312885X [P]
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Mustafa, Mamat
Mohammed Yusuf, Waziri
Hafiza Aisha, A.
A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
description The basic requirement of Newtons method in solving systems of nonlinear equations is, the Jacobian must be non-singular. Violating this condition, i.e. the Jacobian to be singular the convergence is too slow and may even be lost. This condition restricts to some extent the application of Newton method. In this paper we suggest a new approach for solving fuzzy nonlinear equations where the Jacobian is singular, via incorporating extra updating and restarting strategies in Newton’s method . The anticipation has been to bypass the point(s) in which the Jacobian is singular. Some numerical experiments have been reported, to show the efficiency of our approach and the results are compared with classical Newton’s method.
format Article
author Mustafa, Mamat
Mohammed Yusuf, Waziri
Hafiza Aisha, A.
author_facet Mustafa, Mamat
Mohammed Yusuf, Waziri
Hafiza Aisha, A.
author_sort Mustafa, Mamat
title A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
title_short A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
title_full A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
title_fullStr A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
title_full_unstemmed A Newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
title_sort newton's-like method with extra updating strategy for solving singular fuzzy nonlinear equations
publisher HIKARI Ltd.
publishDate 2014
url http://eprints.unisza.edu.my/5591/1/FH02-FIK-15-02360.jpg
http://eprints.unisza.edu.my/5591/
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score 13.18916