Work

New Formula on the Conjugate Gradient Method for Unconstrained Optimization and its Application

Year: 2024

Type: article

Abstract: In this paper, we have presented a new formula by applying the conjugacy condition for the second-order Taylor expansion. In comparison with classic conjugate gradient methods, the new formula uses both available gradient and function value information. The formula's global convergence findings are described. Numerical results demonstrate that this strategy is effective and its application.

Source: Iraqi Journal of Science

DOI: 10.24996/ijs.2024.65.9.32

Authors: Ranen M. Sulaiman, Zeyad M. Abdullah, Basim A. Hassan

Institutions: University of Mosul, University of Tikrit

Language: English

Topic: Advanced Optimization Algorithms Research

Subfield: Numerical Analysis

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4403006147

FWCI:

Cites:

Cited by:

Related to: 10