A new parameter to enhance three-term conjugate gradient method with inexact line search

This Work presents a new parameter for the gradient of the three-term conjugate called (TTFGH) method, the 3T-CG algorithms are quite popular for solving large-scale unconstrained problems Due to their appealing practical qualities, such as their computational simplicity, Strong global convergence properties, better descent property, and reduced memory requirements. By employing Wolfe-Powell (sWP) line search condition, these newly developed methods always satisfy the original condition. The proposed approaches’ global convergence characteristics are indicated by sWP, assuming Lipschitzian continuity of the objective function. Based on numerical results and preliminary comparisons with the of the modern methods, the proposed methods show that they are effective and promising.

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Publication Details

Journal
Journal of Information and Optimization Sciences
Published
2025-01-01
DOI
https://doi.org/10.47974/jios-1770
Primary Topic
Optical measurement and interference techniques
Type
article
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article

A new parameter to enhance three-term conjugate gradient method with inexact line search

Ghada M. Al-Naemi, Fanar N. Jardow
Journal of Information and Optimization Sciences
Optical measurement and interference techniques
article

A new parameter to enhance three-term conjugate gradient method with inexact line search

Ghada M. Al-Naemi, Fanar N. Jardow
article en

Abstract

This Work presents a new parameter for the gradient of the three-term conjugate called (TTFGH) method, the 3T-CG algorithms are quite popular for solving large-scale unconstrained problems Due to their appealing practical qualities, such as their computational simplicity, Strong global convergence properties, better descent property, and reduced memory requirements. By employing Wolfe-Powell (sWP) line search condition, these newly developed methods always satisfy the original condition. The proposed approaches’ global convergence characteristics are indicated by sWP, assuming Lipschitzian continuity of the objective function. Based on numerical results and preliminary comparisons with the of the modern methods, the proposed methods show that they are effective and promising.

Journal of Information and Optimization SciencesVol. 46(3)
Openalex Percentile: Top 95%
Optical measurement and interference techniques
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