New conjugate gradient methods for solving large-scale unconstrained optimization problems

Conjugate gradient methods hold an important role in unconstrained optimizations. Numerous recent studies and modifications have been aimed to improve these methods. In this research, four modifications of the conjugate gradient coefficient (Bk ) are proposed in order to solve unconstrained optimiz...

Full description

Saved in:
Bibliographic Details
Main Author: Mohd Rivaie Mohd Ali
Format: Thesis
Language:English
Published: Terengganu: Universiti Malaysia Terengganu 2014
Subjects:
Online Access:http://dspace.psnz.umt.edu.my/xmlui/handle/123456789/3033
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Conjugate gradient methods hold an important role in unconstrained optimizations. Numerous recent studies and modifications have been aimed to improve these methods. In this research, four modifications of the conjugate gradient coefficient (Bk ) are proposed in order to solve unconstrained optimization problems using exact line searches.