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...

Full description

Bibliographic Details
Published in:MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
Main Authors: Ibrahim, Zarina Bibi; Ijam, Hazizah Mohd; Aksah, Saufianim Jana; Abd Rasid, Norshakila
Format: Article
Language:English
Published: PENERBIT UTM PRESS 2024
Subjects:
Online Access:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001338878300009
author Ibrahim
Zarina Bibi; Ijam
Hazizah Mohd; Aksah
Saufianim Jana; Abd Rasid
Norshakila
spellingShingle Ibrahim
Zarina Bibi; Ijam
Hazizah Mohd; Aksah
Saufianim Jana; Abd Rasid
Norshakila
Enhancing Accuracy and Efficiency in Stiff ODE Integration Using Variable Step Diagonal BBDF Approaches
Science & Technology - Other Topics
author_facet Ibrahim
Zarina Bibi; Ijam
Hazizah Mohd; Aksah
Saufianim Jana; Abd Rasid
Norshakila
author_sort Ibrahim
spelling Ibrahim, Zarina Bibi; Ijam, Hazizah Mohd; Aksah, Saufianim Jana; Abd Rasid, Norshakila
Enhancing Accuracy and Efficiency in Stiff ODE Integration Using Variable Step Diagonal BBDF Approaches
MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
English
Article
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
2289-5981
2289-599X
2024
20
5
10.11113/mjfas.v20n5.3530
Science & Technology - Other Topics
gold
WOS:001338878300009
https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001338878300009
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
container_title MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
language English
format Article
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
publisher PENERBIT UTM PRESS
issn 2289-5981
2289-599X
publishDate 2024
container_volume 20
container_issue 5
doi_str_mv 10.11113/mjfas.v20n5.3530
topic Science & Technology - Other Topics
topic_facet Science & Technology - Other Topics
accesstype gold
id WOS:001338878300009
url https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001338878300009
record_format wos
collection Web of Science (WoS)
_version_ 1818940498925060096