Title | ||
---|---|---|
Convergence of the Gauss-Newton Method for Convex Composite Optimization under a Majorant Condition. |
Abstract | ||
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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-Newton method for solving convex composite optimization problems. In this analysis the conditions and proof of convergence are simplified by using a simple majorant condition to define regions where a Gauss-Newton sequence is well behaved. |
Year | DOI | Venue |
---|---|---|
2013 | 10.1137/110841606 | SIAM JOURNAL ON OPTIMIZATION |
Keywords | Field | DocType |
convex composite optimization problem,Gauss-Newton methods,majorant condition,semilocal convergence | Convergence (routing),Mathematical optimization,Gauss newton method,Composite number,Regular polygon,Optimization problem,Mathematics | Journal |
Volume | Issue | ISSN |
23 | 3 | 1052-6234 |
Citations | PageRank | References |
6 | 0.56 | 6 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Orizon P. Ferreira | 1 | 72 | 10.56 |
M. L. N. Gonçalves | 2 | 45 | 5.93 |
P. Roberto Oliveira | 3 | 41 | 5.23 |