Comparison of four Conjugate Gradient method with exact line search / Muhammad Adib Usairi Hamzah

Hamzah, Muhammad Adib Usairi (2017) Comparison of four Conjugate Gradient method with exact line search / Muhammad Adib Usairi Hamzah. Degree thesis, Universiti Teknologi MARA.

Abstract

One of the best solution to solve unconstrained optimization problems is by using Conjugate Gradient(CG) method it is due to low memory requirement. Hence, it can be used to solve large problem. By using coefficient of CG( /?k ) for this research, number of iteration and CPU time are calculated for every function with different method to compare the result which one is the best.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Hamzah, Muhammad Adib Usairi
2014447964
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Jusoh, Ibrahim
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Mathematical statistics. Probabilities
Q Science > QA Mathematics > Analysis
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
Keywords: Conjugate Gradient(CG) ; Unconstrained Optimization ; Exact Line Search
Date: 2017
URI: https://ir.uitm.edu.my/id/eprint/41213
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41213

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