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

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 resolution of complex nonlinear problems. This innovative technique ensures global convergence and des...

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Bibliographic Details
Main Authors: Ghulam Abbass, Nek Muhammad Katbar, Israr Ahmed Memon, Haibo Chen, Fikadu Tesgera Tolasa, Gemeda Tolessa Lubo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
non-linear equation
convex constraints
monotone operator
global convergence
spectral parameter
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2025.1477774/full
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