Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin
Mathematically, numerical analysis is the area of computer science and computer mathematics that creates,analyses and implements for solving of continous mathematics in numerical problem.Thus, this research significantly presents a detailed study of the comparison in iterative methods for solving no...
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2019
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my-uitm-ir.400372021-01-04T00:49:22Z Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin 2019-07 Mazlan, Nur Alia Syahirah Mohd Zaharuddin, Nurzahida Equations Mathematical statistics. Probabilities Analytical methods used in the solution of physical problems Algorithms Mathematically, numerical analysis is the area of computer science and computer mathematics that creates,analyses and implements for solving of continous mathematics in numerical problem.Thus, this research significantly presents a detailed study of the comparison in iterative methods for solving non-linear system using Newton’s Method, Broyden’s Method and Steepest Descent’s Method.These iterative methods are choose since they are well-known basic iterative methods in numerical analysis.The purpose of this study is to identify which method is the most efficient based on its number of iteration and CPU time.Therefore, researchers can decide the most appropriate method for their work by the comperative study. 2019-07 Thesis https://ir.uitm.edu.my/id/eprint/40037/ https://ir.uitm.edu.my/id/eprint/40037/1/40037.pdf text en public degree Universiti Teknologi MARA Faculty of Computer and Mathematical Sciences Embong, Muhammad Fauzi |
| institution |
Universiti Teknologi MARA |
| collection |
UiTM Institutional Repository |
| language |
English |
| advisor |
Embong, Muhammad Fauzi |
| topic |
Equations Equations Analytical methods used in the solution of physical problems Algorithms |
| spellingShingle |
Equations Equations Analytical methods used in the solution of physical problems Algorithms Mazlan, Nur Alia Syahirah Mohd Zaharuddin, Nurzahida Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| description |
Mathematically, numerical analysis is the area of computer science and computer mathematics that creates,analyses and implements for solving of continous mathematics in numerical problem.Thus, this research significantly presents a detailed study of the comparison in iterative methods for solving non-linear system using Newton’s Method, Broyden’s Method and Steepest Descent’s Method.These iterative methods are choose since they are well-known basic iterative methods in numerical analysis.The purpose of this study is to identify which method is the most efficient based on its number of iteration and CPU time.Therefore, researchers can decide the most appropriate method for their work by the comperative study. |
| format |
Thesis |
| qualification_level |
Bachelor degree |
| author |
Mazlan, Nur Alia Syahirah Mohd Zaharuddin, Nurzahida |
| author_facet |
Mazlan, Nur Alia Syahirah Mohd Zaharuddin, Nurzahida |
| author_sort |
Mazlan, Nur Alia Syahirah |
| title |
Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| title_short |
Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| title_full |
Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| title_fullStr |
Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| title_full_unstemmed |
Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin |
| title_sort |
comparative study of newton’s method, broyden’s method and steepest descent method / nur alia syahirah mazlan and nurzahida mohd zaharuddin |
| granting_institution |
Universiti Teknologi MARA |
| granting_department |
Faculty of Computer and Mathematical Sciences |
| publishDate |
2019 |
| url |
https://ir.uitm.edu.my/id/eprint/40037/1/40037.pdf |
| _version_ |
1783734555466792960 |