A structured RMIL conjugate gradient-based strategy for nonlinear least squares with applications in image restoration problems

Numerous scientific and technical domains have found use for nonlinear least squares (NLS). Conventional approaches to NLS problem solving often suffer from computational inefficiencies and high memory requirements, particularly when applied to large-scale systems. This paper presents the structured...

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Bibliographic Details
Published in:AIMS Mathematics
Main Authors: Rabiu Bashir Yunus, Ahmed R. El-Saeed, Nooraini Zainuddin, Hanita Daud
Format: Article
Language:English
Published: AIMS Press 2025-06-01
Subjects:
structured
nonlinear
least squares
conjugate gradient
image restoration
optimization
sufficient descent
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2025668

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https://www.aimspress.com/article/doi/10.3934/math.2025668

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