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

P Liu, X Wu, H Shao, Y Zhang… - Numerical Linear Algebra …, 2023 - Wiley Online Library
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 …

A descent extension of a modified Polak–Ribière–Polyak method with application in image restoration problem

S Babaie-Kafaki, N Mirhoseini, Z Aminifard - Optimization Letters, 2023 - Springer
A one-parameter extension of the modified Polak–Ribière–Polyak method proposed by Sun
and Liu is developed based on the Dai–Liao approach. Two adaptive choices for the …

A three-term projection method based on spectral secant equation for nonlinear monotone equations

N Zhang, JK Liu, B Tang - Japan Journal of Industrial and Applied …, 2024 - Springer
In this paper, we propose a three-term derivative-free projection algorithm for handling large-
scale nonlinear monotone equations with convex constrained. The search direction …

Scaled three-term derivative-free methods for solving large-scale nonlinear monotone equations

Q Li, B Zheng - Numerical Algorithms, 2021 - Springer
In this paper, two effective derivative-free methods are proposed for solving large-scale
nonlinear monotone equations, in which the search directions are sufficiently descent and …

A family of the modified three-term Hestenes–Stiefel conjugate gradient method with sufficient descent and conjugacy conditions

M Khoshsimaye-Bargard, A Ashrafi - Journal of Applied Mathematics and …, 2023 - Springer
To strengthen the three-term Hestenes–Stiefel conjugate gradient method proposed by
Zhang et al., we suggest a modified version of it. For this purpose, by considering the Dai …

A Modified Scaled Spectral‐Conjugate Gradient‐Based Algorithm for Solving Monotone Operator Equations

AB Abubakar, K Muangchoo, AH Ibrahim… - Journal of …, 2021 - Wiley Online Library
This paper proposes a modified scaled spectral‐conjugate‐based algorithm for finding
solutions to monotone operator equations. The algorithm is a modification of the work of Li …

Two self-scaling Polak–Ribière–Polyak conjugate gradient methods for unconstrained optimization

L Muhammad, MY Waziri, SM Ibrahim… - Engineering …, 2024 - Taylor & Francis
This article presents a family of self-scaling Polak–Ribière–Polyak (PRP) conjugate gradient
(CG) directions for unconstrained optimization. The first scaled parameter is derived from the …

Two self-adaptive derivative-free methods with restart procedure for constrained nonlinear equations with applications

S Li, L Pang, M Xue, X Wang - Journal of Applied Mathematics and …, 2024 - Springer
In this paper, we propose two self-adaptive derivative-free methods with restart procedure
for solving large-scale constrained nonlinear equations. The new methods combine …

Global convergence of a new sufficient descent spectral three-term conjugate gradient class for large-scale optimization

MR Eslahchi, S Bojari - Optimization Methods and Software, 2022 - Taylor & Francis
To solve a large-scale unconstrained optimization problem, in this paper we propose a class
of spectral three-term conjugate gradient methods. We indicate that the proposed class, in …

A modified descent spectral conjugate gradient method for unconstrained optimization

S Nezhadhosein - Iranian Journal of Science and Technology …, 2021 - Springer
Abstract Recently, Peyghami et al.(Optim Meth Soft 43: 1–28, 2015) proposed a modified
secant equation, which applied a new updating Yabe and Takano's rule as an adaptive …