Singular value decomposition and some applications
Other Title(s)
تحليل القيم المنفردة و بعض التطبيقات
Dissertant
al-Qarallah, Zaynab Abd al-Wahhab
Thesis advisor
Comitee Members
al-Jarrah, Ahmad Ali
Warikat, Fawwaz Awwad
al-Shar, Khalid Ahmad Khalid
University
Mutah University
Faculty
Faculty of Science
Department
Department of Mathematics and Statistics
University Country
Jordan
Degree
Master
Degree Date
2012
English Abstract
In this thesis, we discussed the theoretical and practical applications of singular value decomposition techniques, which are applied, to matrices. The theoretical applications were concentrated on pseudo inverse and least squares problem, which approximates the solution of the linear system that cannot be found by usual methods. Practical application was on data image compression and face recognition in order to get a clear image on a given digital data.
Main Subjects
No. of Pages
50
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction and basic concepts in matrix theory.
Chapter Two : Singular value decomposition (SVD).
Chapter Three : Theoretical applications of singular value decomposition.
Chapter Four : Practical application of singular value decomposition.
References.
American Psychological Association (APA)
al-Qarallah, Zaynab Abd al-Wahhab. (2012). Singular value decomposition and some applications. (Master's theses Theses and Dissertations Master). Mutah University, Jordan
https://search.emarefa.net/detail/BIM-786125
Modern Language Association (MLA)
al-Qarallah, Zaynab Abd al-Wahhab. Singular value decomposition and some applications. (Master's theses Theses and Dissertations Master). Mutah University. (2012).
https://search.emarefa.net/detail/BIM-786125
American Medical Association (AMA)
al-Qarallah, Zaynab Abd al-Wahhab. (2012). Singular value decomposition and some applications. (Master's theses Theses and Dissertations Master). Mutah University, Jordan
https://search.emarefa.net/detail/BIM-786125
Language
English
Data Type
Arab Theses
Record ID
BIM-786125
