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Three adaptive hybrid derivative‐free projection methods for constrained monotone nonlinear equations and their applications.

Authors :
Liu, Pengjie
Wu, Xiaoyu
Shao, Hu
Zhang, Yan
Cao, Shuhan
Source :
Numerical Linear Algebra with Applications. Mar2023, Vol. 30 Issue 2, p1-15. 15p.
Publication Year :
2023

Abstract

In this work, by considering the hyperplane projection and hybrid techniques, three scaled three‐term conjugate gradient methods are extended to solve the system of constrained monotone nonlinear equations, and the developed methods have the advantages of low storage and only using function values. The new methods satisfy the sufficient descent condition independent of any line search criterion. It has been proved that three new methods converge globally under some mild conditions. The numerical experiments for constrained monotone nonlinear equations and image de‐blurring problems illustrate that the proposed methods are numerically effective and efficient. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10705325
Volume :
30
Issue :
2
Database :
Academic Search Index
Journal :
Numerical Linear Algebra with Applications
Publication Type :
Academic Journal
Accession number :
161587758
Full Text :
https://doi.org/10.1002/nla.2471