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EMCS-SVR: hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis
In structural reliability analysis, robust and efficient sampling methods that address low
failure probabilities are vital challenges. In this paper, a novel dynamical adaptive enhanced …
failure probabilities are vital challenges. In this paper, a novel dynamical adaptive enhanced …
An efficient conjugate gradient-based algorithm for unconstrained optimization and its projection extension to large-scale constrained nonlinear equations with …
X Wu, H Shao, P Liu, Y Zhang, Y Zhuo - Journal of Computational and …, 2023 - Elsevier
In this paper, a hybrid version of the Rivaie–Mustafa–Ismail–Leong, RMIL for short,
conjugate gradient method is proposed for unconstrained optimization problem. The search …
conjugate gradient method is proposed for unconstrained optimization problem. The search …
An accelerated relaxed-inertial strategy based CGP algorithm with restart technique for constrained nonlinear pseudo-monotone equations to image de-blurring …
X Jiang, Z Huang - Journal of Computational and Applied Mathematics, 2024 - Elsevier
In this paper, an accelerated spectral conjugate gradient projection algorithm is proposed for
solving the constrained nonlinear pseudo-monotone equations. We set a restart procedure …
solving the constrained nonlinear pseudo-monotone equations. We set a restart procedure …
[HTML][HTML] Projection method with inertial step for nonlinear equations: application to signal recovery
In this paper, using the concept of inertial extrapolation, we introduce a globally convergent
inertial extrapolation method for solving nonlinear equations with convex constraints for …
inertial extrapolation method for solving nonlinear equations with convex constraints for …
Accelerated derivative‐free method for nonlinear monotone equations with an application
In optimization theory, to speed up the convergence of iterative procedures, many
mathematicians often use the inertial extrapolation method. In this article, based on the three …
mathematicians often use the inertial extrapolation method. In this article, based on the three …
A new hybrid CGPM-based algorithm for constrained nonlinear monotone equations with applications
G Ma, L Liu, J Jian, X Yan - Journal of Applied Mathematics and …, 2024 - Springer
The conjugate gradient projection method (CGPM) has good theoretical properties and
numerical performance for solving large-scale nonlinear monotone equations with convex …
numerical performance for solving large-scale nonlinear monotone equations with convex …
A method with inertial extrapolation step for convex constrained monotone equations
In recent times, various algorithms have been incorporated with the inertial extrapolation
step to speed up the convergence of the sequence generated by these algorithms. As far as …
step to speed up the convergence of the sequence generated by these algorithms. As far as …
[HTML][HTML] A three-term Polak-Ribière-Polyak derivative-free method and its application to image restoration
In this paper, a derivative-free method for solving convex constrained nonlinear equations
involving a monotone operator with a Lipschitz condition imposed on the underlying …
involving a monotone operator with a Lipschitz condition imposed on the underlying …
A radial basis scale conjugate gradient deep neural network for the monkeypox transmission system
The motive of this study is to provide the numerical performances of the monkeypox
transmission system (MTS) by applying the novel stochastic procedure based on the radial …
transmission system (MTS) by applying the novel stochastic procedure based on the radial …
A new black box method for monotone nonlinear equations
This paper discusses a new derivative-free line search method for nonlinear monotone
equations. It uses a derivative-free direction based on Dai–Liao method, along which an …
equations. It uses a derivative-free direction based on Dai–Liao method, along which an …