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Approximating non linear higher order ODEs by a three point block algorithm

Differential equations are commonly used to model various types of real life applications. The complexity of these models may often hinder the ability to acquire an analytical solution. To overcome this drawback, numerical methods were introduced to approximate the solutions. Initially when developi...

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Autores principales: Rasedee, Ahmad Fadly Nurullah, Abdul Sathar, Mohammad Hasan, Othman, Khairil Iskandar, Hamzah, Siti Raihana, Ishak, Norizarina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7880453/
https://www.ncbi.nlm.nih.gov/pubmed/33577619
http://dx.doi.org/10.1371/journal.pone.0246904
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author Rasedee, Ahmad Fadly Nurullah
Abdul Sathar, Mohammad Hasan
Othman, Khairil Iskandar
Hamzah, Siti Raihana
Ishak, Norizarina
author_facet Rasedee, Ahmad Fadly Nurullah
Abdul Sathar, Mohammad Hasan
Othman, Khairil Iskandar
Hamzah, Siti Raihana
Ishak, Norizarina
author_sort Rasedee, Ahmad Fadly Nurullah
collection PubMed
description Differential equations are commonly used to model various types of real life applications. The complexity of these models may often hinder the ability to acquire an analytical solution. To overcome this drawback, numerical methods were introduced to approximate the solutions. Initially when developing a numerical algorithm, researchers focused on the key aspect which is accuracy of the method. As numerical methods becomes more and more robust, accuracy alone is not sufficient hence begins the pursuit of efficiency which warrants the need for reducing computational cost. The current research proposes a numerical algorithm for solving initial value higher order ordinary differential equations (ODEs). The proposed algorithm is derived as a three point block multistep method, developed in an Adams type formulae (3PBCS) and will be used to solve various types of ODEs and systems of ODEs. Type of ODEs that are selected varies from linear to nonlinear, artificial and real life problems. Results will illustrate the accuracy and efficiency of the proposed three point block method. Order, stability and convergence of the method are also presented in the study.
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spelling pubmed-78804532021-02-19 Approximating non linear higher order ODEs by a three point block algorithm Rasedee, Ahmad Fadly Nurullah Abdul Sathar, Mohammad Hasan Othman, Khairil Iskandar Hamzah, Siti Raihana Ishak, Norizarina PLoS One Research Article Differential equations are commonly used to model various types of real life applications. The complexity of these models may often hinder the ability to acquire an analytical solution. To overcome this drawback, numerical methods were introduced to approximate the solutions. Initially when developing a numerical algorithm, researchers focused on the key aspect which is accuracy of the method. As numerical methods becomes more and more robust, accuracy alone is not sufficient hence begins the pursuit of efficiency which warrants the need for reducing computational cost. The current research proposes a numerical algorithm for solving initial value higher order ordinary differential equations (ODEs). The proposed algorithm is derived as a three point block multistep method, developed in an Adams type formulae (3PBCS) and will be used to solve various types of ODEs and systems of ODEs. Type of ODEs that are selected varies from linear to nonlinear, artificial and real life problems. Results will illustrate the accuracy and efficiency of the proposed three point block method. Order, stability and convergence of the method are also presented in the study. Public Library of Science 2021-02-12 /pmc/articles/PMC7880453/ /pubmed/33577619 http://dx.doi.org/10.1371/journal.pone.0246904 Text en © 2021 Rasedee et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rasedee, Ahmad Fadly Nurullah
Abdul Sathar, Mohammad Hasan
Othman, Khairil Iskandar
Hamzah, Siti Raihana
Ishak, Norizarina
Approximating non linear higher order ODEs by a three point block algorithm
title Approximating non linear higher order ODEs by a three point block algorithm
title_full Approximating non linear higher order ODEs by a three point block algorithm
title_fullStr Approximating non linear higher order ODEs by a three point block algorithm
title_full_unstemmed Approximating non linear higher order ODEs by a three point block algorithm
title_short Approximating non linear higher order ODEs by a three point block algorithm
title_sort approximating non linear higher order odes by a three point block algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7880453/
https://www.ncbi.nlm.nih.gov/pubmed/33577619
http://dx.doi.org/10.1371/journal.pone.0246904
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