JOURNAL ARTICLE

A New Scaled Three-Term Conjugate Gradient Algorithms For Unconstrained Optimization

Zeyad M. AbdullahSongul A. Asker

Year: 2023 Journal:   Tikrit Journal of Pure Science Vol: 28 (4)Pages: 103-110

Abstract

Since optimization problems are getting more complicated, new ways to solve them must be thought of, or existing methods must be improved. In this research, we expand the different parameters of the three-term conjugate gradient method to work out unconstrained optimization problems. Our new CG approach meets the conditions of sufficient descent, and global convergence. In addition, we describe some numerical results that imply comparisons to relevant methodologies in the existing research literature.

Keywords:
Conjugate gradient method Term (time) Gradient descent Nonlinear conjugate gradient method Convergence (economics) Computer science Mathematical optimization Gradient method Optimization problem Algorithm Optimization algorithm Work (physics) Descent (aeronautics) Mathematics Artificial intelligence Artificial neural network Engineering

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0.56
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Citation History

Topics

Advanced Optimization Algorithms Research
Physical Sciences →  Mathematics →  Numerical Analysis
Sparse and Compressive Sensing Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Iterative Methods for Nonlinear Equations
Physical Sciences →  Mathematics →  Numerical Analysis

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