On the Application of Three-Term Conjugate Gradient Method in Regression Analysis

Conjugate gradient methods have played a useful and powerful role for solving large-scale optimization problems which has become more interesting and essential in many disciplines such as in engineering, statistics, physical sciences, social and behavioral sciences among others. In this paper, we pr...

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Bibliographic Details
Published in:International journal of computer applications 2014-01, Vol.102 (8), p.1-4
Main Authors: Moyi, Aliyu Usman, Leong, Wah June, Saidu, Ibrahim
Format: Article
Language:English
Subjects:
Computer simulation
Conjugate gradient method
Mathematical models
Optimization
Physical sciences
Regression analysis
Robustness
Statistics
Online Access:Get full text
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Summary:Conjugate gradient methods have played a useful and powerful role for solving large-scale optimization problems which has become more interesting and essential in many disciplines such as in engineering, statistics, physical sciences, social and behavioral sciences among others. In this paper, we present an application of a proposed three-term conjugate gradient method in regression analysis. Numerical experiments show that the proposed method is promising and superior to many well-known conjugate gradient methods in terms of efficiency and robustness.
ISSN:0975-8887
0975-8887
DOI:10.5120/17832-8517