Title
A modification of regularized newton-type method for nonlinear ill-posed problems
Abstract
A Modification of regularized Newton-type method for nonlinear ill-posed problems is considered. Using an a posteriori stopping rule proposed by Kaltenbacher, the convergence of the method is proved under certain conditions on the nonlinear operator. Optimal convergence rates are also shown under appropriate closeness and smoothness assumptions on the difference of the starting value and the solution. Some special cases of the method are also given. Numerical results confirm the corresponding theoretical statements.
Year
DOI
Venue
2009
10.1007/978-3-642-11842-5_40
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Keywords
Field
DocType
optimal convergence rate,special case,nonlinear ill-posed problem,appropriate closeness,regularized newton-type method,numerical result,certain condition,smoothness assumption,corresponding theoretical statement,nonlinear operator
Convergence (routing),Well-posed problem,Mathematical optimization,Nonlinear system,Computer science,Closeness,A priori and a posteriori,Nonlinear operators,Smoothness,Stopping rule
Conference
Volume
Issue
ISSN
5938 LNCS
null
16113349
ISBN
Citations 
PageRank 
3-642-11841-0
0
0.34
References 
Authors
1
3
Name
Order
Citations
PageRank
Ze-hong Meng1192.07
Zhen-yu Zhao200.34
Guo-qiang He300.34