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On three-term conjugate gradient method for optimization problems with applications on COVID-19 model and robotic motion control
The three-term conjugate gradient (CG) algorithms are among the efficient variants of CG
algorithms for solving optimization models. This is due to their simplicity and low memory …
algorithms for solving optimization models. This is due to their simplicity and low memory …
A modified descent Polak–Ribiére–Polyak conjugate gradient method with global convergence property for nonconvex functions
Z Aminifard, S Babaie-Kafaki - Calcolo, 2019 - Springer
Following the modification scheme of Dong et al. made on the Hestenes–Stiefel method, we
suggest a modified Polak–Ribiére–Polyak technique which satisfies the sufficient descent …
suggest a modified Polak–Ribiére–Polyak technique which satisfies the sufficient descent …
[PDF][PDF] A new conjugate gradient method with descent properties and its application to regression analysis
IM Sulaiman, M Mamat - J. Numer. Anal. Ind. Appl. Math, 2020 - researchgate.net
The area of unconstrained optimization has been enjoying vivid growth recently, with
significant progress on numerical innovative techniques. The classical technique for …
significant progress on numerical innovative techniques. The classical technique for …
[PDF][PDF] A linear hybridization of Dai-Yuan and Hestenes-Stiefel conjugate gradient method for unconstrained optimization
S Narayanan, P Kaelo - Numerical Mathematics-Theory Methods …, 2021 - doc.global-sci.org
Conjugate gradient methods are interesting iterative methods that solve large scale
unconstrained optimization problems. A lot of recent research has thus focussed on …
unconstrained optimization problems. A lot of recent research has thus focussed on …
[HTML][HTML] A modified sufficient descent Polak–Ribiére–Polyak type conjugate gradient method for unconstrained optimization problems
X Zheng, J Shi - Algorithms, 2018 - mdpi.com
In this paper, a modification to the Polak–Ribiére–Polyak (PRP) nonlinear conjugate
gradient method is presented. The proposed method always generates a sufficient descent …
gradient method is presented. The proposed method always generates a sufficient descent …
[PDF][PDF] A new conjugate gradient algorithms using conjugacy condition for solving unconstrained optimization
The primarily objective of this paper which is indicated in the field of conjugate gradient
algorithms for unconstrained optimization problems and algorithms is to show the advantage …
algorithms for unconstrained optimization problems and algorithms is to show the advantage …
Some modified Yabe–Takano conjugate gradient methods with sufficient descent condition
XL Dong, WJ Li, YB He - RAIRO-Operations Research-Recherche …, 2017 - numdam.org
Descent condition is a crucial factor to establish the global convergence of nonlinear
conjugate gradient method. In this paper, we propose some modified Yabe–Takano …
conjugate gradient method. In this paper, we propose some modified Yabe–Takano …
An efficient adaptive three-term extension of the Hestenes–Stiefel conjugate gradient method
XL Dong, ZX Liu, HW Liu, XL Li - Optimization Methods and …, 2019 - Taylor & Francis
A new three-term Hestenes–Stiefel-type conjugate gradient method is proposed in which the
search direction can satisfy the sufficient descent condition as well as an adaptive conjugacy …
search direction can satisfy the sufficient descent condition as well as an adaptive conjugacy …
A Three-Term Extension of a Descent Conjugate Gradient Method
Z Aminifard - Fuzzy Optimization and Modeling Journal (FOMJ), 2022 - oiccpress.com
In an effort to make modification on the classical Hestenes--Stiefel method, Shengwei et al.
proposed an efficient conjugate gradient method which possesses the sufficient descent …
proposed an efficient conjugate gradient method which possesses the sufficient descent …