Broyden's and thomas' methods for identifying singular roots in nonlinear system

Nonlinear systems is one of the mathematical models that is commonly used in the engineering and science fields and it is quite complicated to determine the root especially when the problem is singular. This study is conducted in order to study the performance of Broyden’s and Thomas’ method, which...

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Main Author: Ikka Afiqah Amir,
Format: Thesis
Language:English
Published: 2013
Subjects:
Online Access:http://eprints.utm.my/id/eprint/48172/1/IkkaAfiqahAmirMFS2013.pdf
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spelling my.utm.481722017-08-28T04:10:12Z http://eprints.utm.my/id/eprint/48172/ Broyden's and thomas' methods for identifying singular roots in nonlinear system Ikka Afiqah Amir, QA Mathematics Nonlinear systems is one of the mathematical models that is commonly used in the engineering and science fields and it is quite complicated to determine the root especially when the problem is singular. This study is conducted in order to study the performance of Broyden’s and Thomas’ method, which are parts of Quasi-Newton method in solving singular nonlinear systems. By applying the algorithm of each methods, we conduct the calculation to achieve the approximate solutions. MATLAB software is used to compute and present the solutions. Some of useful test problems would describe the properties and usage of the methods. Hence, both methods that have been considered in this study give well approximate solution but Thomas’ method gives better results than Broyden’s method. 2013 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/48172/1/IkkaAfiqahAmirMFS2013.pdf Ikka Afiqah Amir, (2013) Broyden's and thomas' methods for identifying singular roots in nonlinear system. Masters thesis, Universiti Teknologi Malaysia, Faculty of Science. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:79373?queryType=vitalDismax&query=Broyden%27s+and+thomas%27+methods+for+identifying+singular+roots+in+nonlinear+system&public=true
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Ikka Afiqah Amir,
Broyden's and thomas' methods for identifying singular roots in nonlinear system
description Nonlinear systems is one of the mathematical models that is commonly used in the engineering and science fields and it is quite complicated to determine the root especially when the problem is singular. This study is conducted in order to study the performance of Broyden’s and Thomas’ method, which are parts of Quasi-Newton method in solving singular nonlinear systems. By applying the algorithm of each methods, we conduct the calculation to achieve the approximate solutions. MATLAB software is used to compute and present the solutions. Some of useful test problems would describe the properties and usage of the methods. Hence, both methods that have been considered in this study give well approximate solution but Thomas’ method gives better results than Broyden’s method.
format Thesis
author Ikka Afiqah Amir,
author_facet Ikka Afiqah Amir,
author_sort Ikka Afiqah Amir,
title Broyden's and thomas' methods for identifying singular roots in nonlinear system
title_short Broyden's and thomas' methods for identifying singular roots in nonlinear system
title_full Broyden's and thomas' methods for identifying singular roots in nonlinear system
title_fullStr Broyden's and thomas' methods for identifying singular roots in nonlinear system
title_full_unstemmed Broyden's and thomas' methods for identifying singular roots in nonlinear system
title_sort broyden's and thomas' methods for identifying singular roots in nonlinear system
publishDate 2013
url http://eprints.utm.my/id/eprint/48172/1/IkkaAfiqahAmirMFS2013.pdf
http://eprints.utm.my/id/eprint/48172/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:79373?queryType=vitalDismax&query=Broyden%27s+and+thomas%27+methods+for+identifying+singular+roots+in+nonlinear+system&public=true
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score 13.18916