This paper investigates inexact Uzawa methods for nonlinear saddle point problems. We prove that the inexact Uzawa method converges globally and superlinearly even if the derivative of the nonlinear mapping does not exist. We show that the Newton-type decomposition method for saddle point problems is a special case of a Newton--Uzawa method. We discuss applications of inexact Uzawa methods to separable convex programming problems and coupling of finite elements/boundary elements for nonlinear interface problems.
Please log in to take part in the discussion (add own reviews or comments).
Cite this publication
More citation styles
- please select -
%0 Journal Article
%1 chen1998global
%A Chen, Xiaojun
%D 1998
%I SIAM
%J SIAM journal on numerical analysis
%K
%N 3
%P 1130--1148
%T Global and superlinear convergence of inexact Uzawa methods for saddle point problems with nondifferentiable mappings
%U https://epubs.siam.org/doi/abs/10.1137/S0036142995295789
%V 35
%X This paper investigates inexact Uzawa methods for nonlinear saddle point problems. We prove that the inexact Uzawa method converges globally and superlinearly even if the derivative of the nonlinear mapping does not exist. We show that the Newton-type decomposition method for saddle point problems is a special case of a Newton--Uzawa method. We discuss applications of inexact Uzawa methods to separable convex programming problems and coupling of finite elements/boundary elements for nonlinear interface problems.
@article{chen1998global,
abstract = {This paper investigates inexact Uzawa methods for nonlinear saddle point problems. We prove that the inexact Uzawa method converges globally and superlinearly even if the derivative of the nonlinear mapping does not exist. We show that the Newton-type decomposition method for saddle point problems is a special case of a Newton--Uzawa method. We discuss applications of inexact Uzawa methods to separable convex programming problems and coupling of finite elements/boundary elements for nonlinear interface problems.
},
added-at = {2024-03-27T03:37:13.000+0100},
author = {Chen, Xiaojun},
biburl = {https://www.bibsonomy.org/bibtex/2ba5d11f02189492287746a766011e20e/gdmcbain},
interhash = {ab0cf31e3fa90231307787549eb5ad9a},
intrahash = {ba5d11f02189492287746a766011e20e},
journal = {SIAM journal on numerical analysis},
keywords = {},
number = 3,
pages = {1130--1148},
publisher = {SIAM},
timestamp = {2024-03-27T03:37:13.000+0100},
title = {Global and superlinear convergence of inexact Uzawa methods for saddle point problems with nondifferentiable mappings},
url = {https://epubs.siam.org/doi/abs/10.1137/S0036142995295789},
volume = 35,
year = 1998
}