Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches

Recent advancements in mathematical modelling have uncovered a growing number of systems exhibiting stiffness, a phenomenon that challenges the effectiveness of traditional numerical methods. Motivated by the need for more robust numerical techniques to address this issue, this paper presents an enh...

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Main Authors: Ibrahim, Zarina Bibi, Mohd Ijam, Hazizah, Aksah, Saufianim Jana, Abd Rasid, Norshakila
Format: Article
Published: Penerbit UTM Press 2024
Online Access:http://psasir.upm.edu.my/id/eprint/114884/
https://mjfas.utm.my/index.php/mjfas/article/view/3530
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spelling my.upm.eprints.1148842025-02-06T08:14:12Z http://psasir.upm.edu.my/id/eprint/114884/ Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches Ibrahim, Zarina Bibi Mohd Ijam, Hazizah Aksah, Saufianim Jana Abd Rasid, Norshakila Recent advancements in mathematical modelling have uncovered a growing number of systems exhibiting stiffness, a phenomenon that challenges the effectiveness of traditional numerical methods. Motivated by the need for more robust numerical techniques to address this issue, this paper presents an enhanced version of the Diagonally Block Backward Differentiation Formula (BBDF) that incorporates intermediate points, known as off-step points, to improve the accuracy and efficiency of solutions for stiff ordinary differential equations (ODEs). The new scheme leverages an adaptive step-size strategy to refine accuracy and efficiency between regular and off-grid integration steps. Theoretical analysis confirms that the proposed scheme is an A-stable and convergent method, as it satisfies the fundamental criteria of consistency, zero-stability, and A-stability. Numerical experiments on single and multivariable systems across varying time scales demonstrate significant improvements in solving stiff ODEs compared to existing techniques. Therefore, the new proposed method is an effective solver for stiff ODEs. Penerbit UTM Press 2024 Article PeerReviewed Ibrahim, Zarina Bibi and Mohd Ijam, Hazizah and Aksah, Saufianim Jana and Abd Rasid, Norshakila (2024) Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches. Malaysian Journal of Fundamental and Applied Sciences, 20 (5). pp. 1083-1100. ISSN 2289-599X; eISSN: 2289-599X https://mjfas.utm.my/index.php/mjfas/article/view/3530 10.11113/mjfas.v20n5.3530
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description Recent advancements in mathematical modelling have uncovered a growing number of systems exhibiting stiffness, a phenomenon that challenges the effectiveness of traditional numerical methods. Motivated by the need for more robust numerical techniques to address this issue, this paper presents an enhanced version of the Diagonally Block Backward Differentiation Formula (BBDF) that incorporates intermediate points, known as off-step points, to improve the accuracy and efficiency of solutions for stiff ordinary differential equations (ODEs). The new scheme leverages an adaptive step-size strategy to refine accuracy and efficiency between regular and off-grid integration steps. Theoretical analysis confirms that the proposed scheme is an A-stable and convergent method, as it satisfies the fundamental criteria of consistency, zero-stability, and A-stability. Numerical experiments on single and multivariable systems across varying time scales demonstrate significant improvements in solving stiff ODEs compared to existing techniques. Therefore, the new proposed method is an effective solver for stiff ODEs.
format Article
author Ibrahim, Zarina Bibi
Mohd Ijam, Hazizah
Aksah, Saufianim Jana
Abd Rasid, Norshakila
spellingShingle Ibrahim, Zarina Bibi
Mohd Ijam, Hazizah
Aksah, Saufianim Jana
Abd Rasid, Norshakila
Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
author_facet Ibrahim, Zarina Bibi
Mohd Ijam, Hazizah
Aksah, Saufianim Jana
Abd Rasid, Norshakila
author_sort Ibrahim, Zarina Bibi
title Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
title_short Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
title_full Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
title_fullStr Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
title_full_unstemmed Enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
title_sort enhancing accuracy and efficiency in stiff ode integration using variable step diagonal bbdf approaches
publisher Penerbit UTM Press
publishDate 2024
url http://psasir.upm.edu.my/id/eprint/114884/
https://mjfas.utm.my/index.php/mjfas/article/view/3530
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score 13.244413