[图书][B] The theory and applications of iteration methods

IK Argyros - 2022 - taylorfrancis.com
The theory and applications of Iteration Methods is a very fast-developing field of numerical
analysis and computer methods. The second edition is completely updated and continues to …

Convergence of the Gauss-Newton method for convex composite optimization problems under majorant condition on Riemannian manifolds

QH Ansari, M Uddin, JC Yao - Journal of Complexity, 2024 - Elsevier
In this paper, we consider convex composite optimization problems on Riemannian
manifolds, and discuss the semi-local convergence of the Gauss-Newton method with quasi …

Convergence of the Gauss--Newton method for convex composite optimization under a majorant condition

OP Ferreira, MLN Gonçalves, PR Oliveira - SIAM Journal on Optimization, 2013 - SIAM
Under the hypothesis that an initial point is a quasi-regular point, we use a majorant
condition to present a new semilocal convergence analysis of an extension of the Gauss …

Modeling for soft sensor systems and parameters updating online

P Cao, X Luo - Journal of Process Control, 2014 - Elsevier
Soft sensor technology is an important means to estimate important process variables in real-
time. Modeling for soft sensor system is the core of this technology. Most nonlinear dynamic …

Convergence of the Gauss–Newton method for a special class of systems of equations under a majorant condition

MLN Gonçalves, PR Oliveira - Optimization, 2015 - Taylor & Francis
In this paper, we study the Gauss–Newton method for a special class of systems of non-
linear equation. On the hypothesis that the derivative of the function under consideration …

Local convergence analysis of proximal Gauss–Newton method for penalized nonlinear least squares problems

IK Argyros, ÁA Magreñán - Applied Mathematics and Computation, 2014 - Elsevier
We present a local convergence analysis of the proximal Gauss–Newton method for solving
penalized nonlinear least squares problems in a Hilbert space setting. Using more precise …

[HTML][HTML] Local convergence of the Gauss–Newton method for injective-overdetermined systems of equations under a majorant condition

MLN Gonçalves - Computers & Mathematics with Applications, 2013 - Elsevier
A local convergence analysis of the Gauss–Newton method for solving injective-
overdetermined systems of nonlinear equations under a majorant condition is provided. The …

Modeling and identification for soft sensor systems based on the separation of multi-dynamic and static characteristics

P Cao, X Luo, X Song - Chinese Journal of Chemical Engineering, 2018 - Elsevier
Data-driven soft sensor is an effective solution to provide rapid and reliable estimations for
key quality variables online. The secondary variables affect the primary variable in …

Local convergence of Newton's method for solving generalized equations with monotone operator

GN Silva - Applicable Analysis, 2018 - Taylor & Francis
In this paper, we study Newton's method for solving the generalized equation F (x)+ T (x)∋ 0
in Hilbert spaces, where F is a Fréchet differentiable function and T is set-valued and …

Inexact Gauss-Newton like methods for injective-overdetermined systems of equations under a majorant condition

MLN Gonçalves - Numerical Algorithms, 2016 - Springer
In this paper, inexact Gauss-Newton like methods for solving injective-overdetermined
systems of equations are studied. We use a majorant condition, defined by a function whose …