Frontiers

M-PSGP: a momentum-based proximal scaled gradient projection algorithm for nonsmooth optimization with application to image deblurring

In this study, we focus on investigating a nonsmooth convex optimization problem involving the l 1-norm under a non-negative constraint, with the goal of developing an inverse-problem solver for image ...
IEEE

A three-term hybrid conjugate gradient projection method for solving convex constrained nonlinear monotone equations and applications

This paper presents a new three-term hybrid conjugate gradient projection method for handling large-scale convex-constrained nonlinear monotone equations that are prevalent in fields such as ...
Frontiers

Numerical optimization of large-scale monotone equations using the free-derivative spectral conjugate gradient method

This study introduced an efficient method for solving non-linear equations. Our approach enhances the traditional spectral conjugate gradient parameter, resulting in significant improvements in the ...
GitHub

conjugate-gradient

MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and ...
Scientific Research Publishing

Andrea, R., Blesa, M., Blum, C. and Michael, S. (2008) Hybrid Metaheuristics: An Emerging Approach to Optimization, Springer, Berlin.

ABSTRACT: Whale Optimization Algorithm (WOA) is a meta-heuristic algorithm. It is a new algorithm, it simulates the behavior of Humpback Whales in their search for food and migration. In this paper, a ...
Scientific Research Publishing

Zhang, Y.-P. and Cui, W.-X. (2013) Multi-Mode Blind Equalization Algorithm with Dynamic Momentum Factors and Conjugate Gradient. Journal of Henan University of Science and ...

ABSTRACT: To solve the problem of large steady state residual error of momentum constant modulus algorithm (CMA) blind equalization, a momentum CMA blind equalization ...
IEEE

Pattern classifier of chemical compounds in different qualities of agarwood oil parameter using scale conjugate gradient algorithm in MLP

Abstract: This paper presents the modelling of agarwood oil (AO) significant compounds by different qualities using Scaled Conjugate Gradient (SCG) algorithm. This technique involved of data ...