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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Published in:Malaysian Journal of Fundamental and Applied Sciences
Main Author: Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
Format: Article
Language:English
Published: Penerbit UTM Press 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208400626&doi=10.11113%2fmjfas.v20n5.3530&partnerID=40&md5=256ad554680f9f3249bc76acf3ac5620
id 2-s2.0-85208400626
spelling 2-s2.0-85208400626
Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
Enhancing Accuracy and Efficiency in Stiff ODE Integration Using Variable Step Diagonal BBDF Approaches
2024
Malaysian Journal of Fundamental and Applied Sciences
20
5
10.11113/mjfas.v20n5.3530
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208400626&doi=10.11113%2fmjfas.v20n5.3530&partnerID=40&md5=256ad554680f9f3249bc76acf3ac5620
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. ©Copyright Abd Rasid.
Penerbit UTM Press
2289599X
English
Article

author Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
spellingShingle Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
Enhancing Accuracy and Efficiency in Stiff ODE Integration Using Variable Step Diagonal BBDF Approaches
author_facet Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
author_sort Ibrahim Z.B.; Ijam H.M.; Aksah S.J.; Rasid N.A.
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
publishDate 2024
container_title Malaysian Journal of Fundamental and Applied Sciences
container_volume 20
container_issue 5
doi_str_mv 10.11113/mjfas.v20n5.3530
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208400626&doi=10.11113%2fmjfas.v20n5.3530&partnerID=40&md5=256ad554680f9f3249bc76acf3ac5620
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. ©Copyright Abd Rasid.
publisher Penerbit UTM Press
issn 2289599X
language English
format Article
accesstype
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