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Stability analysis of Gauss-type proximal point method for metrically regular mappings
- Source :
- Cogent Mathematics & Statistics, Vol 5, Iss 1 (2018)
- Publication Year :
- 2018
- Publisher :
- Taylor & Francis Group, 2018.
-
Abstract
- In this article, we study the stability properties of a Gauss-type proximal point algorithm for solving the inclusion y ϵ T (x), where T is a set-valued mapping acting on a Banach space X with locally closed graph that is not necessarily monotone and y is a parameter. Consider a sequence of bounded constants {λk} which are away from zero. Under this consideration, we present the semi-local and local convergence of the sequence generated by an iterative method in the sense that it is stable under small variation in perturbation parameter y whenever the set-valued mapping T is metrically regular at a given point. As a result, the uniform convergence of the Gauss-type proximal point method will be established. A numerical experiment is given which illustrates the theoretical result.
- Subjects :
- Pure mathematics
lcsh:Mathematics
Proximal point method
Gauss
Banach space
Stability (learning theory)
General Medicine
gauss-type proximal point algorithm
semi-local convergence
Type (model theory)
lcsh:QA1-939
Proximal point
metrically regular mappings
set-valued mappings
lipschitz-like mappings
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 25742558
- Volume :
- 5
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Cogent Mathematics & Statistics
- Accession number :
- edsair.doi.dedup.....aede57c98c9007d207ad9186f5e72e14