Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin

Mazlan, Nur Alia Syahirah and Mohd Zaharuddin, Nurzahida (2019) Comparative study of Newton’s method, Broyden’s method and Steepest Descent method / Nur Alia Syahirah Mazlan and Nurzahida Mohd Zaharuddin. Degree thesis, Universiti Teknologi MARA.

Abstract

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.

Metadata

Item Type: Thesis (Degree)
Creators:
CreatorsEmail / ID. Num
Mazlan, Nur Alia Syahirah2016299258
Mohd Zaharuddin, Nurzahida2016284376
Contributors:
ContributionNameID Num. / Email
Thesis advisorEmbong, Muhammad FauziUNSPECIFIED
Subjects: Q Science > QA Mathematics > Equations
Q Science > QA Mathematics > Mathematical statistics. Probabilities
Q Science > QA Mathematics > Analysis > Analytical methods used in the solution of physical problems
Q Science > QA Mathematics > Instruments and machines > Electronic Computers. Computer Science > Algorithms
Divisions: Universiti Teknologi MARA, Terengganu > Kuala Terengganu Campus > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Science (Hons) Computational Mathematics
Item ID: 40037
Uncontrolled Keywords: Mathematically ; Numerical Analysis ; Numerical Problem
URI: http://ir.uitm.edu.my/id/eprint/40037

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