Work

An S-Hybridization Technique Using Two-Directional Optimization

Year: 2025

Type: article

Abstract: In this paper, we study a recently established s-hybrid approach for generating gradient descent methods for solving optimization tasks. We present an s-hybrid variant of the accelerated double-direction method. The results obtained based on convergence analysis confirm the first-order consistency of the newly defined method on a set of strictly convex quadratic functions.

Source: Axioms

DOI: 10.3390/axioms14020131

Authors: Vladimir Rakočević, Milena J. Petrović

Institutions: Serbian Academy of Sciences and Arts, University of Nis, University of Priština - Kosovska Mitrovica, University of Prishtina

Language: English

Topic: Advanced Optimization Algorithms Research

Subfield: Numerical Analysis

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $2,896

OpenAlex ID: W4407349406

FWCI: 1.02

Cites: 23

Cited by: 1

Related to: 10